IonQ Expands Global Quantum Footprint Through Strategic Partnerships - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1274)


Dynamic surface codes open new avenues for quantum error correction - Research at Google

Expecting ',' delimiter: line 53 column 1 (char 1375)


Katie Arrington lands in industry as CIO of quantum company IonQ - DefenseScoop

Expecting ',' delimiter: line 53 column 1 (char 940)


Honeywell plans to carve out quantum computing unit Quantinuum via IPO - Reuters

Expecting ',' delimiter: line 53 column 1 (char 975)


EeroQ Breakthrough Solves the "Wire Problem" in Quantum Computing - PR Newswire

Explanation: Positive impact from breakthrough in quantum computing

Explanation: Positive impact but capped at maximum due to scoring range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Equal1 Announces $60 Million Raise for Quantum Computer That Use Existing Semiconductor Manufacturing - The Quantum Insider

Explanation: Positive industry news indicating growth and reduced costs

Explanation: Direct benefit from existing manufacturing, max positive

Explanation: Hybrid benefit, max positive

Explanation: Not a quantum company, always 0.0

Explanation: Not a quantum company, always 0.0

Explanation: Not a quantum company, always 0.0


Quantum computing: Expanding what's possible - National Science Foundation (.gov)

Explanation: Positive impact from NSF support

Explanation: Positive impact from NSF support

Explanation: Positive impact from NSF support

Explanation: Positive impact from NSF support

Explanation: Positive impact from NSF support

Explanation: Positive impact from NSF support, within score range

Explanation: Not a quantum computing company, scored 0.0


Alice & Bob Develops ‘Elevator Codes’ to Slash Error Rates on Cat Qubit Quantum Computers - Alice & Bob

Explanation: Positive development in quantum error correction, scored within pure-play range.

Explanation: Positive development, but score is capped at maximum allowed (0.15) due to narrower scoring range.

Explanation: Positive development, but score is capped at maximum allowed (0.3) due to narrower scoring range.

Explanation: Not part of the quantum computing sector.


Demonstration of low-overhead quantum error correction codes - Nature

Explanation: Pure-play quantum company focused on error correction, highly relevant to the demonstration.

Explanation: Rigetti has significant QEC research, including low-overhead approaches, directly aligning with the article.

Explanation: QBTS (Quantinuum) is directly associated with the demonstration of low-overhead QEC codes.

Explanation: QUBT (Quantinuum) is part of the demonstration's focus on low-overhead QEC.

Explanation: QNT (Quantinuum) contributes to low-overhead QEC, central to the article.

Explanation: Leadership in quantum computing and QEC, but score range is limited; moderately relevant.

Explanation: Active in quantum computing but not directly involved in this demonstration; low positive score.

Explanation: Not a quantum computing company; fixed at 0.0.


QMill Announces a Six-fold Leap in Reaching Quantum Advantage - The Quantum Insider

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: Announced a six-fold leap in reaching quantum advantage, scored at maximum +2.0

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Google’s Quantum Breakthrough Redefines the Future of Computation - Trends Research

Explanation: Positive impact from industry breakthrough

Explanation: Negative impact due to increased competition

Explanation: Negative impact, though less severe than IBM

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0

The news about Google's quantum breakthrough has a mixed impact: positive for pure-play companies and negative for IBM and HON due to competition, while Microsoft, Google, and NVIDIA are unaffected as per their fixed scores.


Microsoft Opens 2026 Quantum Pioneers Program for Measurement-Based Topological Computing Research - The Quantum Insider

Explanation: Positive due to industry-wide impact of Microsoft's new research program.

Explanation: Positive within narrow range due to potential collaboration opportunities in quantum computing.

Explanation: Positive within wider range due to general industry benefit.

Explanation: Microsoft is not considered a quantum computing company and is always scored 0.0.

Explanation: Google is not considered a quantum computing company and is always scored 0.0.

Explanation: NVIDIA is not considered a quantum computing company and is always scored 0.0.


IonQ to Acquire SkyWater Technology - The Quantum Insider

Explanation: Positive impact from acquisition of SkyWater Technology

Explanation: No direct impact

Explanation: No direct impact

Explanation: No direct impact

Explanation: No direct impact

Explanation: No direct impact

Explanation: No direct impact

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Exclusive | Quantum-Computing Company IonQ to Buy Chip Maker SkyWater for $1.8 Billion - WSJ

Explanation: Positive due to acquisition of SkyWater for $1.8 billion, enhancing capabilities.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: Always 0.0 as per specifications.

Explanation: Always 0.0 as per specifications.

Explanation: Always 0.0 as per specifications.


A glimpse at computing’s quantum-centric future - IBM Research

Expecting ',' delimiter: line 53 column 1 (char 969)


Exploring the most complex time crystals yet with quantum-centric supercomputers - IBM


IonQ, the biggest quantum computing company on the stock market, misled investors, short-seller says - Fortune

Expecting property name enclosed in double quotes: line 2 column 1 (char 2)


Tennessee Commits $20M to New Quantum Initiative as EPB Secures $4M Federal Grant - The Quantum Insider

Explanation: Positive sector news from government and public investment boosts confidence in this pure-play quantum company.

Explanation: Positive sector news from government and public investment boosts confidence, but capped at +0.15 for IBM due to diversification.

Explanation: Positive sector news from government and public investment boosts confidence, but capped at +0.3 for HON due to diversification.

Explanation: Always 0.0 as a major tech company not focused on quantum computing.


IBM is recognized as the current Company to Beat in a 2025 Gartner® report on Quantum Computing - IBM

Expecting ',' delimiter: line 53 column 1 (char 1154)


Majorana qubits decoded in quantum computing breakthrough - ScienceDaily

Expecting ',' delimiter: line 53 column 1 (char 1004)


Infleqtion IPO: US must win quantum computing race, CEO says - Yahoo Finance

Explanation: US-based pure-play, positive sentiment from US leadership emphasis.

Explanation: UK-based pure-play, positive sentiment but lower due to non-US focus.

Explanation: Swiss-based pure-play, positive sentiment but lower due to non-US focus.

Explanation: US company, positive sentiment but capped at max due to narrow range.

Explanation: Swiss company, positive sentiment at max due to narrow range.

Explanation: Always 0.0 as per instructions.

Explanation: Always 0.0 as per instructions.

Explanation: Always 0.0 as per instructions.


RIKEN and IBM demonstrate quantum-centric supercomputing | IBM Quantum Computing Blog - IBM

Explanation: Not mentioned in the news, so neutral score.

Explanation: Direct involvement in the demonstration, so maximum positive score within range.

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.


Quantum computer breakthrough tracks qubit fluctuations in real time - ScienceDaily

Expecting ',' delimiter: line 53 column 1 (char 1652)


Quantum Advantage Tracker: the race to advantage - IBM

Expecting ',' delimiter: line 13 column 3 (char 963)


Record venture funding signals Europe’s growing quantum clout - PitchBook

Explanation: Positive sector sentiment but not European, so moderate score.

Explanation: European pure-play, directly benefited from record funding and growing clout.

Explanation: Positive sector sentiment, though not European.

Explanation: European, but has a narrower score range; positive impact from regional growth.

Explanation: Major player with global impact, but not European; positive sector sentiment justifies near-max score.

Explanation: Always 0.0 for Microsoft.

Explanation: Always 0.0 for Google.

Explanation: Always 0.0 for NVIDIA.


IonQ Surpasses $100 Million in Annual Revenue, Reports Quantum Sales Accelerating - The Quantum Insider

Explanation: Positive news for IonQ revenue and sales

Explanation: No information from news

Explanation: No information from news

Explanation: No information from news

Explanation: No information from news

Explanation: No information from news

Explanation: No information from news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


DOE national quantum research centers reach breakthrough towards building scalable quantum computers - Fermilab (.gov)

Explanation: Positive DOE breakthrough boosts pure-play quantum companies.

Explanation: RGTI benefits from the news as a pure-play quantum company.

Explanation: QBTS gains from the quantum research advancement.

Explanation: QUBT benefits as a pure-play quantum company.

Explanation: QNT sees positive impact from the breakthrough.

Explanation: IBM's quantum efforts benefit from the news, capped at max score due to range.

Explanation: HON, being active, benefits from the quantum research progress.

Explanation: MSFT has fixed score of 0.0.

Explanation: GOOGL has fixed score of 0.0.

Explanation: NVDA has fixed score of 0.0.


Demonstration of high-fidelity entangled logical qubits using transmons - Nature

Explanation: Positive news for quantum computing sector

Explanation: Not scored

Explanation: Not scored

Explanation: Not scored


If I Could Own Only 1 Quantum Computing Stock for 2026, It Would Be This - Yahoo Finance

Explanation: Not the best choice per the article, but has high potential as a pure-play company.

Explanation: Identified as the best choice in the article, so it receives the maximum score in its narrow range.

Explanation: Not the best choice per the article, but has a wider score range and some potential.

Explanation: Fixed at 0.0 as per the given score ranges for major tech companies.


Why Quantum Computing Stock Is Plummeting Today - The Motley Fool

Explanation: Sector decline, pure-play

Explanation: Sector decline, pure-play

Explanation: Sector decline, pure-play

Explanation: Sector decline, pure-play

Explanation: Sector decline, pure-play

Explanation: Established company, less affected

Explanation: Quantum-focused but stable, moderate decline

Explanation: Not a quantum company, unaffected

Explanation: Not a quantum company, unaffected

Explanation: Not a quantum company, unaffected


Skinny Logic: Quantum Codes Go on a Diet - Quantinuum

Expecting ',' delimiter: line 53 column 1 (char 1146)


A look back at the International Year of Quantum - IBM

Explanation: Not mentioned in the article, so neutral score.

Explanation: Article focuses on IBM, high positive sentiment.

Explanation: Always scored at 0.0.

Explanation: Always scored at 0.0.

Explanation: Always scored at 0.0.


Rigetti Posts $216 Million Annual Loss While Expanding Quantum System Deployments - The Quantum Insider

Explanation: No news mentioned

Explanation: Negative news of $216 million annual loss

Explanation: No news mentioned

Explanation: No news mentioned

Explanation: No news mentioned

Explanation: No news mentioned

Explanation: No news mentioned

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


IBM and University Researchers Create a Never-Before-Seen Molecule and Prove its Exotic Nature with Quantum Computing - IBM Newsroom

Explanation: Direct involvement in the breakthrough, significant positive impact.

Explanation: Positive sentiment in quantum computing field due to IBM's achievement.

Explanation: No direct mention or impact in the news.

Explanation: Not a quantum computing company, unaffected.


Logical multi-qubit entanglement with dual-rail superconducting qubits - Nature

Expecting ',' delimiter: line 53 column 1 (char 1499)


Quantinuum Researchers Demonstrate Quantum Computations With Dozens of Protected Logical Qubits - The Quantum Insider

Expecting ',' delimiter: line 53 column 3 (char 1300)


Cambridge launches major strategic partnership with IonQ to ‘supercharge’ quantum research in the UK - University of Cambridge

Explanation: Direct mention in news, major partnership indicates significant positive impact.

Explanation: No mention in news, no change from baseline.

Explanation: No mention in news, score within range [-0.15, +0.15].

Explanation: No mention in news, score within range [-0.3, +0.3].

Explanation: Fixed at 0.0 as per definition.

Explanation: Fixed at 0.0 as per definition.

Explanation: Fixed at 0.0 as per definition.


Realizing Feynman’s vision for the future of simulation | IBM Quantum Computing Blog - IBM

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article.

Explanation: Directly mentioned as realizing Feynman's vision for quantum simulation.

Explanation: Not mentioned in the article.

Explanation: Always 0.0 as per scoring rules.

Explanation: Always 0.0 as per scoring rules.

Explanation: Always 0.0 as per scoring rules.


Infleqtion Completes IPO at $2.1B Valuation, Trades as INFQ


Better Quantum Computing Stock: Rigetti Computing vs. IonQ - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1090)


What Is Quantum Error Correction & How Does It Work - The Quantum Insider

Explanation: High score due to significant work in quantum error correction

Explanation: Rigetti has advanced quantum error correction technologies

Explanation: Quantinuum is a leader in quantum error correction, with significant advancements highlighted

Explanation: Moderate focus on quantum error correction, but less advanced than others

Explanation: Involved in quantum error correction with moderate progress

Explanation: Part of IBM's quantum program but not a pure-play focus

Explanation: Limited focus on quantum error correction

Explanation: No significant quantum error correction focus

Explanation: Google's quantum work not focused on error correction

Explanation: Not involved in quantum computing


Doubling down on open-access quantum computing - IBM

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: Positive news about commitment to open-access quantum computing

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0


PsiQuantum Integrates NVIDIA CUDA-Q for GPU-Accelerated Fault-Tolerant Simulation - Quantum Computing Report

Explanation: Positive impact from GPU acceleration integration for quantum computing sector

Explanation: Positive development, but limited to quantum efforts within a large company

Explanation: Limited score range, modest positive impact from sector advancement

Explanation: Fixed at 0.0 as per scoring rules

Explanation: Fixed at 0.0 as per scoring rules

Explanation: Fixed at 0.0 as per scoring rules


ORCA Computing Accelerates Photonic Simulation with NVIDIA cuTensorNet - Quantum Computing Report

Explanation: Positive news for quantum computing, max score

Explanation: Positive news for quantum computing, within range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


How Alice & Bob Uses NVIDIA CUDA-Q to Accelerate Quantum Error Correction Research - Alice & Bob

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


UK must learn lessons from AI race and retain its quantum computing talent, says minister - The Guardian

Expecting ',' delimiter: line 53 column 1 (char 2026)


ORCA Computing Advances Photonic Quantum Simulation with NVIDIA cuTensorNet - The Quantum Insider

Explanation: Positive impact due to general quantum computing advancement

Explanation: Positive impact, but constrained by narrower score range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


QCentroid Combines QuantumOps Framework With NVIDIA CUDA-Q for Enterprise Quantum Workflows - The Quantum Insider

Explanation: Positive due to industry benefit from the news

Explanation: Positive due to enterprise focus in the news

Explanation: Positive due to industry benefit and range max

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0


Classiq Accelerates Hybrid Quantum Application Development and Execution with NVIDIA CUDA-Q - The Quantum Insider

Explanation: No mention in news; no impact

Explanation: No mention in news; no impact

Explanation: No mention in news; no impact

Explanation: No mention in news; no impact

Explanation: No mention in news; no impact

Explanation: No mention in news; no impact

Explanation: No mention in news; no impact

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Mentioned but always 0.0; no change


Here’s How Rigetti (RGTI)’s Shares Behaved After Jim Cramer Said “It’s A Quantum GameStop” In January 2025 - Yahoo Finance

Expecting ',' delimiter: line 11 column 73 (char 292)


D-Wave Quantum Plunges 49% in 3 Months: Time to Sell as Losses Widen? - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1227)


Largest Single-GPU Quantum Simulation on AMD by BlueQubit - AMD

Explanation: Positive industry progress

Explanation: Positive industry progress

Explanation: Positive industry progress

Explanation: Positive industry progress

Explanation: Positive industry progress

Explanation: Positive industry progress, within narrower range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Wall Street Is Wrong About This Quantum Computing Stock - Yahoo Finance

Explanation: Not mentioned in the news, assigned neutral score within its range

Explanation: Positive sentiment due to Wall Street underestimating the company's quantum computing business, scoring maximum within its range

Explanation: Not a quantum computing company, always 0.0


Alice & Bob Accelerates Quantum Error Correction with NVIDIA CUDA-Q - The Quantum Insider

Explanation: Positive news for quantum error correction benefits the industry.

Explanation: Slight positive impact as a major quantum computing player.

Explanation: No direct mention or impact.

Explanation: Fixed at 0.0 per scoring rules.

Explanation: Fixed at 0.0 per scoring rules.

Explanation: Fixed at 0.0 per scoring rules.


Infleqtion Achieves 12-Logical-Qubit Milestone for Q4Bio Biomarker Discovery - Quantum Computing Report

Explanation: The achievement of a 12-logical-qubit milestone by Infleqtion (assumed to be IBM) signifies significant progress in quantum computing, warranting a score increase to the maximum of IBM's range (+0.15). Other companies are not impacted by this specific news, so their scores remain at 0.0.


D-Wave Quantum Revenue Growth Highlights Rising Demand For Optimization Services - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1374)


Rigetti Computing Intends to Invest $100 Million in UK to Accelerate Quantum Computing Development - GlobeNewswire


QpiAI Achieves High-Speed Quantum Error Correction on Superconducting Systems with New Decoder Platform - The Quantum Insider

Expecting ',' delimiter: line 53 column 3 (char 1285)


Quantum Computing Is on Its Way to Transforming Science. Inside IBM’s Latest Breakthrough. - Barron's

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Positive impact due to IBM's breakthrough mentioned in the article

Explanation: Not mentioned in the article

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


IBM Quantum Computer Accurately Simulates Real Magnetic Materials, Reproducing National Laboratory Data - IBM Newsroom

Explanation: Neutral, no direct mention

Explanation: Neutral, no direct mention

Explanation: Neutral, no direct mention

Explanation: Neutral, no direct mention

Explanation: Neutral, no direct mention

Explanation: Positive development for IBM, significant achievement in quantum simulation

Explanation: No direct mention, neutral

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Quantum computers take a step into real materials science - IBM Research

Expecting ',' delimiter: line 53 column 1 (char 1172)


15+ Leading Quantum Computing Countries in 2026 - The Quantum Insider

Explanation: Positive due to leading country focus

Explanation: Positive due to leading country focus

Explanation: Positive due to leading country focus

Explanation: Positive due to leading country focus

Explanation: Positive due to leading country focus

Explanation: Positive within range due to leading country focus

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Rigetti Computing Intends to Invest $100 Million in UK to Accelerate Quantum Computing Development - The Quantum Insider

Explanation: Indirect positive impact from accelerated quantum computing development

Explanation: Direct positive impact from Rigetti's $100 million investment announcement

Explanation: Indirect positive impact within its narrower score range

Explanation: Fixed at 0.0 as per the score ranges

Explanation: Fixed at 0.0 as per the score ranges

Explanation: Fixed at 0.0 as per the score ranges


Quantum Computing Stocks IonQ, Rigetti Computing, and D-Wave Quantum Have Created Shockwaves With This $930 Million Warning to Wall Street - Yahoo Finance


Is D-Wave Quantum’s (QBTS) Insider Selling Undermining Its New Enterprise-Focused Quantum Narrative? - Yahoo Finance

Explanation: No impact from the news

Explanation: No impact from the news

Explanation: Negative impact due to insider selling concerns reported in Yahoo Finance

Explanation: No impact from the news

Explanation: No impact from the news

Explanation: No impact from the news; score within [-0.15, +0.15] range

Explanation: No impact from the news; score within [-0.3, +0.3] range

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0


Chinese Researchers Demonstrate Logical Operations on Silicon Quantum Processor - The Quantum Insider

Expecting ',' delimiter: line 53 column 1 (char 1510)


1 Unstoppable Quantum Computing Stock to Buy Before It Soars 200%, According to 1 Wall Street Analyst - The Motley Fool

Explanation: Highlighted as the unstoppable quantum computing stock with potential for a 200% soar.

Explanation: Not mentioned in the news.

Explanation: Not mentioned in the news.

Explanation: Not mentioned in the news.

Explanation: Not mentioned in the news.

Explanation: Positive sentiment for quantum computing, upper bound score.

Explanation: Not a quantum computing company, always 0.0.


Quantum Computing’s Next Major Breakthrough May Come From Australia - Forbes

Expecting ',' delimiter: line 53 column 1 (char 1335)


This quantum computing breakthrough may not be what it seemed - ScienceDaily

Explanation: Pure-play company, highly sensitive to skepticism about breakthrough significance.

Explanation: Pure-play company, negatively impacted by deflated hype.

Explanation: Pure-play company, affected by reduced optimism.

Explanation: Pure-play company, sensitive to market sentiment.

Explanation: Pure-play company, negatively impacted by skepticism.

Explanation: Established company with quantum efforts, less affected due to lower sensitivity.

Explanation: Established company, moderately affected but less so than pure-play due to stability.

Explanation: Not a quantum company, unaffected by the news.


BlackRock funds provide about $57 million to IQM Quantum Computers ahead of US IPO - Reuters

Explanation: No mention in the news, so score remains 0.0

Explanation: Positive event due to significant investment from BlackRock funds, indicating strong market confidence.

Explanation: Always 0.0 as per given information.

Explanation: Always 0.0 as per given information.

Explanation: Always 0.0 as per given information.


Google Opens Early Access to ‘Willow’ Quantum Processor, Invites Experimental Proposals - The Quantum Insider

Explanation: Positive sentiment from Google's quantum processor early access.

Explanation: Positive impact from Google's quantum progress.

Explanation: Positive sentiment as Google advances quantum computing.

Explanation: Fixed at 0.0 as per setup.

Explanation: Fixed at 0.0 as per setup.

Explanation: Fixed at 0.0 as per setup.


Google's 105-qubit Willow quantum processor opens for early access - SDxCentral

Expecting ',' delimiter: line 53 column 1 (char 943)


Can D-Wave Quantum (QBTS) Double From Here On? One Analyst Thinks So - Yahoo Finance

Explanation: Not mentioned in the news, so neutral score.

Explanation: Not mentioned, neutral score.

Explanation: The news is positively about QBTS, indicating potential for significant growth, so high score of +2.0.

Explanation: Not mentioned, neutral score.

Explanation: Not mentioned, and within its score range, neutral is appropriate.

Explanation: As per the problem, always 0.0.

Explanation: As per the problem, always 0.0.

Explanation: As per the problem, always 0.0.


The Best Quantum Computing Stock to Buy With $1,000 Right Now - Yahoo Finance

Explanation: Recommended as the best stock for $1,000 investment, indicating high potential.

Explanation: Active in quantum computing but not specifically mentioned; moderate positive sentiment.

Explanation: Pure-play quantum company; not mentioned, so average positive score.

Explanation: Active quantum company; not mentioned, so moderate score.

Explanation: Not the focus of the recommendation; neutral score within range.

Explanation: Always 0.0 as per constraints.

Explanation: Always 0.0 as per constraints.

Explanation: Always 0.0 as per constraints.


Caltech Team Finds Useful Quantum Computers Could Be Built with as Few as 10,000 Qubits - Caltech

Explanation: Positive news for quantum computing breakthrough, enhancing potential for specialized companies.

Explanation: Reduced qubit requirement boosts prospects for RGTI in quantum computing.

Explanation: Breakthrough accelerates QBTS's path to useful quantum computers.

Explanation: Positive impact for QUBT, supporting its quantum computing efforts.

Explanation: QNT benefits from breakthrough, which could expedite its quantum solutions.

Explanation: IBM's quantum division sees positive impact, but within narrower scoring range.

Explanation: Honeywell (HON) benefits moderately, constrained by scoring limits.

Explanation: No change; MSFT is not directly involved in quantum development and score is fixed at 0.0.

Explanation: No change; Google's quantum involvement is minimal, and score remains fixed at 0.0.

Explanation: No change; Nvidia's score is fixed at 0.0, unaffected by this news.


Bear of the Day: D-Wave Quantum (QBTS) - Yahoo Finance


Assessing D-Wave Quantum (QBTS) Valuation After Record Bookings And New Government Solutions Unit - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1102)


Better Quantum Computing Stock: D-Wave Quantum vs. Rigetti Computing - Yahoo Finance

Explanation: Positive sentiment from the news about the quantum computing landscape

Explanation: Directly mentioned in the news, positive sentiment, higher score due to direct involvement

Explanation: Positive sentiment, but within narrower range

Explanation: Positive sentiment, within its range

Explanation: Not a quantum computing company, always 0.0


‘It’s a real shock’: quantum-computing breakthroughs pose imminent risks to cybersecurity - Nature

Expecting ',' delimiter: line 53 column 1 (char 1773)


Novel approach to quantum error correction portends a scalable future for quantum computing - Phys.org

Expecting ',' delimiter: line 53 column 1 (char 1780)


Google Issues ‘Q-Day’ Warning. What It Means. - Barron's

Explanation: Negative warning from Google reduces confidence in quantum sector

Explanation: Smaller score range, but still negative impact from warning

Explanation: More exposed to sector risk, affected by warning

Explanation: Always 0.0 as per universe definition

Explanation: Always 0.0 as per universe definition

Explanation: Always 0.0 as per universe definition


Better Quantum Computing Stock: D-Wave Quantum vs. Rigetti Computing - The Motley Fool

Explanation: No direct mention in the news, neutral impact

Explanation: Positive news due to Rigetti's superiority in the comparison

Explanation: Not a pure-play quantum company, fixed at 0.0


IBM quantum processor achieves highest fidelity calculations for the longest period of time on record - Live Science

Expecting ',' delimiter: line 53 column 1 (char 1201)


SpinQ Technology Secures Nearly 1 Billion Chinese Yuan in Series C Funding to Scale Industrial Superconducting Quantum Computing - The Quantum Insider

Explanation: Positive for superconducting QC sector

Explanation: Positive for superconducting QC sector

Explanation: Positive for superconducting QC sector

Explanation: Positive for superconducting QC sector

Explanation: Positive for superconducting QC sector

Explanation: Positive indirect benefit as quantum integrator

Explanation: Positive benefit for quantum computing company

Explanation: Not affected, always 0.0

Explanation: Not affected, always 0.0

Explanation: Not affected, always 0.0


Is Rigetti Computing the Best Quantum Computing Stock to Buy Right Now? - The Motley Fool

Explanation: Not mentioned in the news, so score 0.0

Explanation: Recommended as the best quantum computing stock, score +2.0

Explanation: Not mentioned in the news, so score 0.0

Explanation: Not mentioned in the news, so score 0.0

Explanation: Not mentioned in the news, so score 0.0

Explanation: Not mentioned in the news, so score 0.0 within [-0.15, +0.15]

Explanation: Not mentioned in the news, so score 0.0 within [-0.3, +0.3]

Explanation: Always 0.0 as per given ranges

Explanation: Always 0.0 as per given ranges

Explanation: Always 0.0 as per given ranges


SpinQ Technology Secures 1 Billion CNY ($145.3M USD) Series C Funding to Expand Superconducting and NMR Hardware Lines - Quantum Computing Report

Explanation: Positive Series C funding for a quantum computing company indicates sector strength, boosting scores for hardware-focused pure-play companies.

Explanation: Positive funding news reflects market confidence, leading to a score increase for active companies.

Explanation: Indirect sector-wide boost from successful quantum hardware expansion.

Explanation: Positive funding event enhances investor sentiment in quantum computing hardware.

Explanation: Series C funding boosts credibility and growth potential for quantum hardware players.

Explanation: Indirect positive impact from increased industry activity, within IBM's narrower score range.

Explanation: Indirect benefits from hardware expansion, with a moderate increase within its range.

Explanation: Fixed at 0.0 as per the given scoring rules for non-core quantum computing companies.


Why The Quantum Computing Industry Needs Logical Qubit Standards - Forbes

Expecting ',' delimiter: line 53 column 1 (char 1260)


AI Helped Spark a Quantum Breakthrough. The World 'Is Not Prepared' - Time Magazine

Expecting ',' delimiter: line 53 column 1 (char 1571)


China’s Quantum Sector Sees Investment Surge as Larger Funding Rounds Return - The Quantum Insider

Explanation: Positive due to investment surge in quantum computing

Explanation: Slightly positive as larger funding rounds return, but not directly impacted

Explanation: Positive sentiment, but smaller impact due to company size

Explanation: Always 0.0 as per scoring rules

Explanation: Always 0.0 as per scoring rules

Explanation: Always 0.0 as per scoring rules


Rigetti Announces General Availability of 108-Qubit System - The Quantum Insider

Expecting ',' delimiter: line 53 column 1 (char 1151)


Quantum computers keep losing data. This breakthrough finally tracks it - ScienceDaily

Explanation: Positive sentiment from breakthrough news, within [-2.0, +2.0] range.

Explanation: Positive sentiment, but capped at +0.3 due to narrower range [-0.3, +0.3].

Explanation: Positive sentiment, but capped at +0.15 due to narrower range [-0.15, +0.15].

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.


Horizon Quantum To Acquire IonQ 256-Qubit Trapped-Ion System - The Quantum Insider

Expecting ',' delimiter: line 53 column 1 (char 1055)


Study Finds Exponential Quantum Advantage in Machine Learning Tasks - The Quantum Insider

Explanation: Strong focus on quantum machine learning.

Explanation: Rigetti is a leader in quantum machine learning applications.

Explanation: Quantinuum has quantum machine learning applications.

Explanation: Quantum Machines focuses on quantum for AI.

Explanation: Less prominent in machine learning but still a pure-play.

Explanation: Established player in quantum machine learning with maximum score in narrow range.

Explanation: Active quantum company with moderate score within narrow range.

Explanation: Not a primary quantum computing company.


Quantum Computing Is Beginning to Take Shape — Here Are Three Recent Breakthroughs - Discover Magazine

Explanation: Positive due to breakthrough announcement

Explanation: Positive due to partnership announcement

Explanation: No specific mention, neutral

Explanation: No specific mention, neutral

Explanation: No specific mention, neutral

Explanation: No specific mention, neutral

Explanation: Not a quantum computing company, always 0.0


AI Decoder Could Cut Quantum Errors by Up to 17×, Study Finds - The Quantum Insider

Explanation: Positive impact from AI decoder, set to max score

Explanation: Positive impact from AI decoder, capped at max score due to range


Prediction: This Will Be Rigetti Computing's Stock Price in 1 Year - The Motley Fool

Explanation: Not mentioned in the news, neutral score

Explanation: Bullish prediction from The Motley Fool regarding RGTI's stock price

Explanation: Not mentioned in the news, within score range

Explanation: Always 0.0 for traditional tech companies


Gauge theory could give quantum error correction a boost - Physics World

Explanation: Positive due to general boost in quantum error correction.

Explanation: Positive, assigned the maximum within its range due to its established position.

Explanation: Positive, assigned +0.3 as it has a wider range and may benefit significantly.

Explanation: Always 0.0 as per given.

Explanation: Always 0.0 as per given.

Explanation: Always 0.0 as per given.


Exponential Quantum Advantage in Processing Massive Classical Data - Quantum Computing Report

Explanation: Positive due to general quantum advantage news benefiting pure-play companies.

Explanation: Positive impact as RGTI is a pure-play quantum company involved in such advancements.

Explanation: Positive for QBTS, which focuses on quantum computing applications for data-intensive tasks.

Explanation: Positive due to the article's relevance to quantum computing progress.

Explanation: Positive for QNT, a pure-play company benefiting from the quantum advantage news.

Explanation: High positive impact as IBM is a major quantum player with quantum machine learning efforts.

Explanation: Moderate positive impact; HON is active in quantum computing with a narrower score range.

Explanation: Neutral score as MSFT is not a quantum computing company.

Explanation: Neutral score as GOOGL is not a quantum computing company.

Explanation: Neutral score as NVDA is not a quantum computing company.


IonQ Selected for DARPA’s Heterogeneous Architectures for Quantum (HARQ) Program - The Quantum Insider

Expecting ',' delimiter: line 53 column 1 (char 1157)


D-Wave CEO says Nvidia should be 'shaking in their boots' as quantum computing battles AI GPUs - Yahoo Finance

Explanation: Positive sentiment from quantum sector news

Explanation: Fixed at 0.0 as per instructions

Explanation: Fixed at 0.0 as per instructions

Explanation: Fixed at 0.0 as per instructions


Why D-Wave Quantum Stock Took off Like a Rocket Today - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1562)


IonQ (IONQ) Soars 21% on Nvidia Quantum Computing Support - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 968)


Why Rigetti Computing Stock Keeps Going Up - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1146)


Rigetti Computing Is Skyrocketing Today -- Is the Quantum Stock a Buy Right Now? - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1025)


Rigetti (RGTI), Quantum Stocks Climb ‘Double-Digits’ on Nvidia Support - Yahoo Finance

Explanation: General rise in quantum stocks

Explanation: Explicitly mentioned with significant increase (double-digits)

Explanation: General rise in quantum stocks

Explanation: General rise in quantum stocks

Explanation: General rise in quantum stocks

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not a quantum computing company

Explanation: Not a quantum computing company

Explanation: Not a quantum computing company


Why D-Wave Quantum Stock Keeps Going Up - Yahoo Finance

Explanation: Positive sentiment from the article, within range

Explanation: Positive sentiment, within range

Explanation: Positive sentiment, within range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: The article expresses positive sentiment about quantum stock performance. Since D-Wave is not in the universe, the sentiment is generalized to all active companies. IBM and HON are scored at their maximum positive values (0.15 and 0.3) due to their narrower ranges. Pure-play companies are scored at +1.0 within their [-2.0, +2.0] range. MSFT, GOOGL, and NVDA are always 0.0.


Why Quantum Computing Stock Keeps Going Up - Yahoo Finance

Explanation: Positive sector sentiment

Explanation: Positive sector sentiment

Explanation: Positive sector sentiment

Explanation: Positive sector sentiment

Explanation: Positive sector sentiment

Explanation: Positive sector sentiment

Explanation: Positive sector sentiment

Explanation: Not a quantum computing company

Explanation: Not a quantum computing company

Explanation: Not a quantum computing company


Why Quantum Computing Stock Keeps Going Up - The Motley Fool

Explanation: Positive news about quantum computing sector; pure-play company benefits fully.

Explanation: Positive sentiment; pure-play quantum company scores maximum.

Explanation: General positive news; pure-play quantum company gains full score.

Explanation: Article supports quantum stock rise; pure-play company benefits maximally.

Explanation: Positive quantum computing news; pure-play company scores +2.0.

Explanation: Positive news, but IBM's quantum business is part of broader operations; scores within its narrower range.

Explanation: Positive sentiment; HON scores its maximum allowed value.

Explanation: Always 0.0 as specified.

Explanation: Always 0.0 as specified.

Explanation: Always 0.0 as specified.


Why Quantum Computing Stock Was Blasting Higher This Week - The Motley Fool

Explanation: Strong positive sentiment from the article leads to a +2.0 score as a pure-play company.

Explanation: Sector-wide uptick justifies +2.0 for this pure-play company.

Explanation: Positive news drives the score to +2.0.

Explanation: Blasting higher sentiment results in +2.0.

Explanation: Article's strong positivity leads to +2.0 as a pure-play.

Explanation: Sector-wide positive news affects IBM, but its narrower score range limits it to +0.15.

Explanation: Holacrystal Inc. is positively impacted, and +0.3 is assigned within its score range.

Explanation: These companies are not considered active quantum computing firms and are fixed at 0.0.


How IBM Quantum is enabling healthcare and biology research - IBM

Expecting ',' delimiter: line 53 column 1 (char 1182)


How IonQ Became the Most Exciting Name in Quantum Computing This Week - inc.com

Explanation: The news article specifically highlights IONQ's rise as the most exciting name in quantum computing, indicating strong market sentiment and potential, so a high positive score of +2.0 is assigned.

Explanation: RGTI is a pure-play quantum computing company but is not mentioned in the news. As such, it receives a moderate positive score of +1.0, reflecting its potential but lack of specific mention.

Explanation: QBTS is a pure-play company not mentioned in the news, so +1.0 is assigned for the same reason as RGTI.

Explanation: QUBT is not mentioned, so +1.0 is assigned.

Explanation: QNT is not mentioned, so +1.0 is assigned.

Explanation: IBM is a quantum computing company with a restricted score range of [-0.15, +0.15]. No mention in the news, so a neutral score of 0.0 is assigned within the range.

Explanation: HON has a score range of [-0.3, +0.3]. Not mentioned in the news, so neutral score of 0.0.

Explanation: MSFT is not a quantum computing company and is always scored 0.0.

Explanation: GOOGL is not in the quantum computing sector and is always scored 0.0.

Explanation: NVDA is not a quantum computing company and is always scored 0.0.


Here's Why D-Wave Quantum Stock Soared This Week - Yahoo Finance

Explanation: Positive sector sentiment due to quantum computing advancements

Explanation: Indirect benefit from sector-wide positive news

Explanation: Sector strength indicates growth opportunities

Explanation: Positive market conditions for quantum firms

Explanation: Directly reported stock surge, reflecting strong demand for quantum technology

Explanation: Established player benefits from quantum computing growth, score within constrained range

Explanation: Broad market support for quantum computing, score within range

Explanation: Not a quantum computing company, always scored 0.0


Here is why Hewlett Packard is an Undervalued Quantum Computing Stock to Invest In - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1114)


Quantum-informed machine learning for predicting spatiotemporal chaos with practical quantum advantage - Science | AAAS

Explanation: Pure-play quantum company; news highly relevant for practical quantum advantage

Explanation: Pure-play quantum company; news directly applicable

Explanation: Pure-play quantum focus; news supports quantum ML development

Explanation: Pure-play quantum entity; news indicates quantum ML progress

Explanation: Commercial quantum company; news emphasizes practical advantage, aligning with their business

Explanation: Large tech with quantum division; news relevant but less specific, max positive score

Explanation: Scored company; news is relevant to quantum computing, max positive score

Explanation: Always 0.0 as per problem statement

Explanation: Always 0.0 as per problem statement

Explanation: Always 0.0 as per problem statement


Alliance Global Partners Holds Buy on Rigetti Computing (NASDAQ: RGTI) as Nvidia's (NVDA) Quantum Push Lifts the Sector - foreignpolicyjournal.com


Could These 3 New-to-Market Quantum Computing Firms Threaten D-Wave? - Yahoo Finance

Explanation: High potential to disrupt D-Wave as discussed in the article.

Explanation: Significant new-to-market firm with high disruption potential.

Explanation: One of the three firms highlighted for potential threat to D-Wave.

Explanation: Not mentioned in the article, so neutral score.

Explanation: Not new-to-market and not mentioned, so neutral score.

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.


QuEra, Harvard, and MIT Demonstrate 2:1 Physical-to-Logical Qubit Ratio - Quantum Computing Report

Explanation: Neutral, not mentioned in news

Explanation: Neutral, not mentioned in news

Explanation: Neutral, not mentioned in news

Explanation: Neutral, not mentioned in news

Explanation: Neutral, not mentioned in news

Explanation: Neutral, not mentioned in news

Explanation: Directly involved in the demonstration, scored at maximum of range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


IonQ Quantum Networking Breakthrough Raises Questions For Growth And Defense Upside - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1034)


Why Nvidia Is the Most Important Quantum Computing Stock of All - The Motley Fool

Expecting ',' delimiter: line 53 column 1 (char 1424)


QuEra-led Study Points to Ultra-High-Rate Quantum Error Correction Moving Closer to Practical Hardware - The Quantum Insider

Expecting ',' delimiter: line 53 column 1 (char 1502)


IBM’s Hanhee Paik on the new IBM-UIUC agreement - IBM Research

Expecting ',' delimiter: line 53 column 1 (char 1367)


QMatter Raises $1.2 Million in Funding And Introduces Quantum Compression to Tackle Scaling - The Quantum Insider

Explanation: No impact from news

Explanation: No impact from news

Explanation: No impact from news

Explanation: No impact from news

Explanation: Positive news due to funding round and introduction of Quantum Compression

Explanation: No impact from news

Explanation: No impact from news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Quantum Computing Stocks IonQ, Rigetti, and D-Wave Have Soared Up to 72% in 7 Trading Sessions -- and You'll Likely Regret Chasing This Rally - Yahoo Finance


Google Quantum AI is Now Accepting Proposals for Early Access to their Willow Quantum Processor - Quantum Computing Report

Expecting ',' delimiter: line 53 column 1 (char 1042)


IonQ Partners with Florida LambdaRail on Secure Network Project - The Quantum Insider

Explanation: Positive government partnership for IonQ suggests increased market potential.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, and score remains within its range [-0.15, +0.15].

Explanation: No mention in the news, and score remains within its range [-0.3, +0.3].

Explanation: Always 0.0 as per the given information.


Quantum Art Extends Series A Funding to $140 Million with Participation from Global Financial Leaders - The Quantum Insider

Explanation: Positive funding round in quantum sector indicates strong sentiment, leading to high score within their respective ranges.

Explanation: Not a quantum computing company, score always 0.0.


Quantum Computing Companies Are in a Race to Go Public - WSJ

Expecting ',' delimiter: line 53 column 1 (char 1295)


RGTI vs IONQ: Which Quantum Computing Stock Has More Upside? - Yahoo Finance

Explanation: Based on the article, IONQ has higher upside potential due to its hardware focus and growth prospects.

Explanation: Based on the article, RGTI has less upside compared to IONQ, as it is a software provider with more moderate growth.

Explanation: Not mentioned in the article, assigned neutral score.

Explanation: Not mentioned in the article, assigned neutral score within its range.

Explanation: Fixed at 0.0 as per the quantum computing universe definition.


Best Quantum Stock to Buy the Dip: Rigetti Computing (RGTI) or Quantum Computing (QUBT) - Yahoo Finance

Expecting ',' delimiter: line 13 column 3 (char 412)


Best Quantum Stock to Buy the Dip: Rigetti Computing (RGTI) or Quantum Computing (QUBT) - The Motley Fool

Explanation: Major player but not mentioned in the article, so moderate score

Explanation: Highlighted as best stock to buy the dip, so high score

Explanation: Not mentioned in the article, less prominent, so neutral score

Explanation: Major player but not mentioned, so moderate score

Explanation: Not mentioned, and has narrower range, so low score

Explanation: Not mentioned, and has narrower range, so very low score

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Billionaires Have Chosen Their Favorite Quantum Computing Stock, and It's Not IonQ, Rigetti Computing, or D-Wave Quantum - Yahoo Finance

Explanation: Not the favorite quantum stock, so lower score

Explanation: Not specified as favorite, neutral score

Explanation: Favorite quantum stock, pure-play, high score

Explanation: Not pure-play, not specified as favorite

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Breakthrough in experimental light-powered quantum computers could mean scaling them up is now far more viable - Live Science

Explanation: Not directly related to light-powered quantum computing; no impact from the news.

Explanation: No information or indirect impact; no change.

Explanation: Business-focused, not directly impacted by the technology breakthrough.

Explanation: Similar to QBTS, no direct impact.

Explanation: Directly involved in photonic quantum computing; breakthrough could significantly enhance scaling viability, warranting a high positive score.

Explanation: Has photonic quantum computing; breakthrough may have positive effect, but within tight scoring range, so modest increase.

Explanation: Honeywell's photonic quantum computing division could benefit from the breakthrough, leading to a positive score within their range.

Explanation: Always 0.0 as per given.

Explanation: Always 0.0 as per given.

Explanation: Always 0.0 as per given.


Maryland Doubles Down on Quantum with IonQ HQ Funding and Startup Infrastructure - The Quantum Insider

Explanation: Positive due to funding announcement

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


D-Wave Quantum (QBTS) to Host First-Ever Investor Day at the New York Stock Exchange - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1318)


Assessing D-Wave Quantum (QBTS) Valuation After Recent Volatility And Contrasting Shareholder Returns - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1232)


The Best Quantum Computing Stock to Buy Right Now - The Motley Fool

Explanation: Identified as the best stock to buy in the article.

Explanation: Mentioned as a strong player but not the best.

Explanation: Discussed with positive sentiment.

Explanation: Covered but with less emphasis.

Explanation: Not mentioned, so neutral.

Explanation: Not mentioned, neutral score.

Explanation: Not mentioned, neutral score.

Explanation: Fixed at 0.0 as per problem constraints.


IBM’s Krishna Predicts First Real-World Quantum Advantage in 2026 - The Quantum Insider

Explanation: Positive sentiment for the quantum computing sector, validating the field and boosting pure-play companies.

Explanation: Directly related to IBM's quantum processor achievement, scoring the maximum within its limited range.

Explanation: Positive sector sentiment but competitive position results in a moderate score.

Explanation: Always scored at 0.0 as per the given ranges.


Groove Quantum Demonstrates 18-Qubit Spin Processor and Secures Funding - The Quantum Insider

Expecting ',' delimiter: line 53 column 1 (char 1636)


IonQ’s Quantum Freight Pilot Adds Real World Context For Investors - Yahoo Finance

Explanation: Positive news about a real-world quantum freight pilot boosts investor confidence for IONQ.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, so no change.

Explanation: No mention in the news, and within its scoring range.

Explanation: Fixed at 0.0 as per policy.

Explanation: Fixed at 0.0 as per policy.

Explanation: Fixed at 0.0 as per policy.


Why Quantum Stock IonQ Soared 56.5% In April - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1064)


IonQ CEO Says 2025 Marked Turning Point for Quantum Commercialization - The Quantum Insider

Explanation: Directly mentioned by CEO, strong positive outlook for 2025

Explanation: Positive industry sentiment from CEO's statement

Explanation: Established player, positively impacted by industry news

Explanation: Active company, positively impacted by industry news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Will Quantum Hardware Milestones and Global Contracts Reshape Rigetti Computing's (RGTI) Investment Narrative? - Yahoo Finance

Explanation: No mention in the article

Explanation: The article discusses potential positive impact on RGTI's investment narrative

Explanation: No mention in the article

Explanation: No mention in the article

Explanation: No mention in the article

Explanation: No mention in the article

Explanation: No mention in the article

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Why D-Wave Quantum Stock Jumped 40% Last Month - Yahoo Finance

Explanation: Positive sentiment for quantum sector

Explanation: Positive sentiment for quantum sector

Explanation: Positive sentiment for quantum sector

Explanation: Positive sentiment for quantum sector

Explanation: Positive sentiment for quantum sector

Explanation: Positive sentiment for quantum division

Explanation: Positive sentiment for Yahoo's quantum efforts

Explanation: No direct impact, fixed at 0.0

Explanation: No direct impact, fixed at 0.0

Explanation: No direct impact, fixed at 0.0


The Best Quantum Computing Stocks to Buy in 2026 - Yahoo Finance

Explanation: Recommended as the top stock, indicating high growth potential and strong market confidence.

Explanation: Highlighted as one of the best to buy, reflecting its pure-play nature and expected high returns.

Explanation: Explicitly recommended for its quantum computing focus, with high growth prospects.

Explanation: Active in the sector with positive sentiment, but not explicitly ranked.

Explanation: Major player with strong fundamentals, but score capped at +0.15 as per criteria.

Explanation: Domestic leader with solid prospects, scored within its range of [-0.3, +0.3].

Explanation: Active but not emphasized in the article, receiving a moderate score.

Explanation: Not a quantum computing company, always 0.0 as per fixed criteria.


Quantum Breakthrough: New Algorithm Solves “Impossible” Materials in Seconds - SciTechDaily

Expecting ',' delimiter: line 53 column 1 (char 1621)


IBM: A Decade of Quantum on the Cloud - IBM Newsroom

Explanation: Not mentioned in the news, so neutral score 0.0

Explanation: Positive news about IBM's quantum cloud achievements, so score +0.15

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


A decade of quantum on the cloud - IBM

Expecting ',' delimiter: line 53 column 1 (char 1280)


Is Rigetti Computing a Buy? - The Motley Fool

Explanation: No news, score 0.0

Explanation: Positive news from The Motley Fool indicates a buy, score +2.0

Explanation: No news, score 0.0

Explanation: No news, score 0.0

Explanation: No news, score 0.0

Explanation: No news, score 0.0

Explanation: No news, score 0.0

Explanation: Always 0.0 as per definition

Explanation: Always 0.0 as per definition

Explanation: Always 0.0 as per definition


Northland Believes Compute Demand For AI Leading Quantum Industry, Here’s What it Thinks About Rigetti Computing (RGTI) - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1368)


Is Nvidia’s New Quantum Push Quietly Reframing D-Wave Quantum’s (QBTS) Path to Commercial Scale? - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1327)


Here’s What the Street Thinks About D-Wave Quantum (QBTS) Ahead of FQ1 2026 Earnings - Yahoo Finance

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Directly mentioned with positive sentiment about earnings expectations

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Not mentioned in the article

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


IonQ Reports $64.7 Million Q1 2026 Revenue Fueled by Quantum Contracts And System Sales - The Quantum Insider

Explanation: Positive revenue report for IonQ

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: No mention in the news

Explanation: Not mentioned; within range

Explanation: Not mentioned; within range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


What is sample-based quantum diagonalization? - IBM Research

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Directly associated with the topic via IBM Research

Explanation: Not mentioned in the news

Explanation: Not a quantum computing company, always 0.0


Buying D-Wave Quantum Stock? 3 Things You Should Know First. - The Motley Fool

Explanation: No direct impact from news about D-Wave, not in universe

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Using quantum to understand the OS of the universe - IBM Research

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Directly mentioned in the news about IBM Research using quantum computing to understand the OS of the universe.

Explanation: Not mentioned in the news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Rigetti’s Largest Modular Quantum System Puts Cepheus 1 108Q In Focus - Yahoo Finance

Explanation: No mention in news

Explanation: No mention in news

Explanation: No mention in news

Explanation: No mention in news

Explanation: No mention in news

Explanation: Positive news about IBM's quantum system from Yahoo Finance

Explanation: No mention in news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


D Wave Quantum Acquisition And Supremacy Milestone Test Commercial Potential - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1495)


Jim Cramer Says “D-Wave Is the One That I Identified as Being the Best” For Quantum - Yahoo Finance

Explanation: Positive sentiment for quantum computing based on Cramer's bullish view of D-Wave as the best performer.

Explanation: Positive sentiment for quantum computing, as indicated by Cramer's overall bullish stance.

Explanation: General positive tone for quantum, with Cramer highlighting D-Wave's leadership.

Explanation: Indirect positive impact, reflecting Cramer's enthusiasm for quantum technology.

Explanation: Positive sentiment, as Cramer's endorsement of D-Wave suggests broader quantum promise.

Explanation: Slightly positive within narrow range, due to general quantum optimism but no direct mention.

Explanation: Moderate positive within limited range, reflecting overall positive news about quantum computing.

Explanation: Fixed at 0.0 as per criteria, unaffected by news.


IonQ: The Top Quantum Computing Stock for a Once-in-a-Generation Investment Opportunity - Yahoo Finance

Explanation: Positive news, top stock

Explanation: Not mentioned in news

Explanation: Not mentioned in news

Explanation: Not mentioned in news

Explanation: Not mentioned in news

Explanation: Not mentioned in news

Explanation: Not mentioned in news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Rigetti Q1 Revenue Misses Estimates, Cites Deployment Delays

Explanation: No direct impact from the news.

Explanation: Negative due to revenue miss and slower customer adoption.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: Always 0.0 as per scoring rules.

Explanation: Always 0.0 as per scoring rules.

Explanation: Always 0.0 as per scoring rules.


3 Quantum Computing Stocks That Went Public in 2026 That You May Have Missed - The Motley Fool

Explanation: Went public in 2026

Explanation: Went public in 2026

Explanation: Went public in 2026

Explanation: No news event

Explanation: No news event

Explanation: No news event

Explanation: No news event

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Quantum firm hailed by Amgen tech leader as an ‘extraordinary platform’ plans IPO - Fierce Biotech

Expecting ',' delimiter: line 53 column 1 (char 1379)


While Everyone's Obsessed With the SpaceX IPO, These 3 Quantum Computing Stocks Just Quietly Went Public - The Motley Fool

Expecting ',' delimiter: line 53 column 1 (char 1108)


Quantinuum Has Submitted a Preliminary S-1 Filing to the U.S. SEC for a Proposed Initial Public Offering (IPO) of their Common Stock - Quantum Computing Report

Expecting ',' delimiter: line 53 column 3 (char 1170)


JUPITER supercomputer breaks world record with 50-qubit quantum simulation - ScienceDaily

Expecting ',' delimiter: line 53 column 1 (char 1580)


IonQ, World Leading Quantum Company Opens New Quantum Computing R&D Lab in Boulder - Colorado Office of Economic Development and International Trade (.gov)

Explanation: Positive news for opening new R&D lab

Explanation: No mention in news

Explanation: No mention in news

Explanation: No mention in news

Explanation: No mention in news

Explanation: No mention in news

Explanation: No mention in news

Explanation: Score is always 0.0

Explanation: Score is always 0.0

Explanation: Score is always 0.0


Quantum Computing Stocks: Rigetti Falls On Q1 Earnings Report - Investor's Business Daily

Explanation: No mention in the news, so neutral

Explanation: Negative news (earnings report fell, stock declined)

Explanation: No mention in the news, so neutral

Explanation: No mention in the news, so neutral

Explanation: No mention in the news, so neutral

Explanation: No mention in the news, so neutral

Explanation: No mention in the news, so neutral

Explanation: Not a quantum company, always 0.0

Explanation: Not a quantum company, always 0.0

Explanation: Not a quantum company, always 0.0


Quantum Computing stock surges after revenue beat - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1559)


Why Quantum Computing Stock Ripped Higher Today - The Motley Fool

Explanation: Positive due to market surge in quantum computing

Explanation: Positive sentiment towards quantum computing, but score capped at +0.15

Explanation: Positive for Intel's quantum efforts, within [-0.3, +0.3]

Explanation: Not a pure-play quantum computing company, always 0.0


Quantum Computing Stocks: Quantinuum IPO Filing Bucks SPAC Trend - Investor's Business Daily

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Positive sentiment for bucking the SPAC trend, indicating strong fundamentals

Explanation: Not mentioned in the news

Explanation: Not mentioned in the news

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Larger-Than-Ever Single-GPU Quantum Simulation - AMD

Explanation: Positive news about quantum simulation advancement boosts confidence in quantum computing.

Explanation: General positive sentiment for the sector due to milestone in quantum simulation.

Explanation: Positive for quantum computing progress, enhancing the industry outlook.

Explanation: Advancement in quantum simulation positively impacts the quantum computing ecosystem.

Explanation: Positive development reinforces the viability of quantum technologies.

Explanation: Positive sentiment within tighter range, as IBM is a major player in quantum computing.

Explanation: Positive for the sector, with score adjusted to HON's narrower range.

Explanation: Always 0.0 as per instruction.

Explanation: Always 0.0 as per instruction.

Explanation: Always 0.0 as per instruction.


As Revenue Surges Nearly 9,000%, the Quantum Computing Stock Story Is Still in the ‘Early Stages’ - Barchart.com

Explanation: Positive due to revenue surge

Explanation: Positive due to revenue surge

Explanation: Positive due to revenue surge

Explanation: Positive due to revenue surge

Explanation: Positive due to revenue surge

Explanation: Positive but capped by range

Explanation: Positive due to revenue surge

Explanation: Not part of quantum computing sector

Explanation: Not part of quantum computing sector

Explanation: Not part of quantum computing sector


Quantum breakthrough could revolutionize teleportation and computing - ScienceDaily

Expecting ',' delimiter: line 53 column 1 (char 1242)


NVision raises $55 million to expand from quantum MRI into quantum computing - CTech

Expecting ',' delimiter: line 53 column 1 (char 1468)


Here is Why D-Wave Quantum Inc. (QBTS) is Among the Best Hardware Stocks to Buy for the AI PC Revolution - Yahoo Finance

Explanation: No direct mention in the news, so neutral score.

Explanation: No mention in the news, so neutral score.

Explanation: Directly mentioned as among the best hardware stocks for AI PC revolution, so high score.

Explanation: No mention in the news.

Explanation: No mention in the news.

Explanation: No mention, and it has a smaller score range.

Explanation: No mention, and it has a restricted score range of [-0.3, +0.3].

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.

Explanation: Always 0.0 as per given ranges.


Nvidia, Microsoft, and IBM are pursuing 3 very different quantum strategies. Here's how they compare - qz.com

Explanation: The news article discusses strategies for NVDA, MSFT, and IBM but provides no specific comparison or scores. All companies are assigned 0.0 as the default neutral value due to lack of information.


2 Quantum Leaders Are Going Public. Their Paths to the Market Couldn’t Be More Different. - Barron's

Explanation: Going public is a major positive event for this pure-play quantum company.

Explanation: No direct news impact; score remains neutral.

Explanation: No direct news impact; score within [-0.15, +0.15] range.

Explanation: No direct news impact; score within [-0.3, +0.3] range.

Explanation: Always 0.0 as per given range.

Explanation: Always 0.0 as per given range.

Explanation: Always 0.0 as per given range.


IonQ Achieves 35 Algorithmic Qubits on Latest Processor

Explanation: Positive due to 35 qubits achievement

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: No direct impact from this news

Explanation: Always 0.0 as per specification

Explanation: Always 0.0 as per specification

Explanation: Always 0.0 as per specification


IonQ and 5 More Stocks to Play Quantum Fever - Barron's

Explanation: The news article highlights IonQ and five other quantum companies (RGTI, QBTS, QUBT, QNT, and HON) for quantum fever, justifying high scores. IBM is not mentioned, so it receives a lower score. MSFT, GOOGL, and NVDA are always 0.0.


Rigetti Computing vs. IonQ: Which Quantum Computing Stock Has Better Revenue Momentum? - The Motley Fool

Expecting ',' delimiter: line 53 column 1 (char 1009)


Rigetti Computing vs. IonQ: Which Quantum Computing Stock Has Better Revenue Momentum? - Yahoo Finance

Expecting property name enclosed in double quotes: line 2 column 3 (char 4)


Meet the Quantum Computing Stock That Could Crush IonQ in 2026 - Yahoo Finance

Explanation: Threatened by RGTI, leading to significant risk

Explanation: Identified as the quantum computing stock that could crush IonQ, posing a major competitive threat

Explanation: Not mentioned in the news context

Explanation: Not mentioned in the news context

Explanation: Not mentioned in the news context

Explanation: Not mentioned in the news context

Explanation: Not mentioned in the news context

Explanation: Fixed at 0.0 as per problem constraints

Explanation: Fixed at 0.0 as per problem constraints

Explanation: Fixed at 0.0 as per problem constraints


Prediction: This Quantum Computing Stock Will Be Up More Than 20% by the End of 2026 - The Motley Fool


Meet the Quantum Computing Stock That Could Crush IonQ in 2026 - The Motley Fool

Explanation: Neutral, as it is the target of the threat but not directly mentioned in the news.

Explanation: The news identifies it as the stock that could crush IonQ in 2026, so it is assigned the maximum score.

Explanation: No direct mention, so neutral score.

Explanation: No direct mention, so neutral score.

Explanation: No direct mention, so neutral score.

Explanation: Not mentioned in the news, so neutral score within its range [-0.15, +0.15].

Explanation: Not mentioned in the news, so neutral score within its range [-0.3, +0.3].

Explanation: Fixed at 0.0 as per the given ranges.

Explanation: Fixed at 0.0 as per the given ranges.

Explanation: Fixed at 0.0 as per the given ranges.


D-Wave: Riding Quantum Mania (NYSE:QBTS) - Seeking Alpha

Expecting ',' delimiter: line 53 column 1 (char 1028)


Why Quantum Computing Stock Skyrocketed This Week - The Motley Fool

Explanation: Positive news on IONQ's quantum algorithms and market surge drive a high score.

Explanation: RGTI's leadership in quantum sensors and strong market reception justify the score.

Explanation: QBTS benefits from sector optimism and its focus on quantum computing applications.

Explanation: QUBT's growth in quantum software and broader market interest contribute to the score.

Explanation: QNT's advancements in quantum computing hardware and bullish market response support the score.

Explanation: IBM's quantum computing division sees positive updates, but its narrower range limits the score to the upper limit.

Explanation: HON benefits from increased sector confidence, though its smaller scale results in a moderate score.

Explanation: Microsoft is not a quantum computing company and is always scored 0.0.

Explanation: Google is not a quantum computing company and is always scored 0.0.

Explanation: NVIDIA is not a quantum computing company and is always scored 0.0.


Prediction: D-Wave Quantum Stock (QBTS) Will Be Worth This Much by the End of 2026 - The Motley Fool

Expecting ',' delimiter: line 53 column 1 (char 1365)


3 Quantum Computing Stocks to Buy Right Now - Yahoo Finance

Explanation: Positive news about quantum computing stocks leads to maximum score for pure-play companies.

Explanation: Positive news, maximum score for pure-play.

Explanation: Positive sentiment but narrow score range, so maximum possible score.

Explanation: Positive sentiment, maximum possible score within its range.

Explanation: Not a quantum computing company, score fixed at 0.0.


Sector Snapshot: Quantum Computing Startup Investment Slows In 2026 While Public Markets Hold Strong - Crunchbase News

Explanation: Negative due to slowing startup investment

Explanation: Positive due to strong public markets

Explanation: Positive due to strong public markets

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


The Quantum Computing IPO Wall Street Hasn't Figured Out Yet -- but Should in 2026 - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1324)


Deep Tech to Space: Space Data Centers and AI Revolution at the Edge

Explanation: Benefits from SDC advancements as a pure-play quantum company focused on cutting-edge computing.

Explanation: Gains from AI-based data processing in orbit, leveraging quantum computing for space applications.

Explanation: Enhances its quantum computing capabilities with SDCs for real-time Earth and lunar data analysis.

Explanation: Quantum service provider benefits from SDC architecture for scalable AI insights.

Explanation: Quantinuum's quantum computing is strengthened by SDCs for secure, in-orbit data processing.

Explanation: Quantum division benefits from SDC innovations, but score range is limited to max of +0.15 due to broader corporate focus.

Explanation: Honeywell's quantum solutions gain from SDCs, scoring max of +0.3 as per range, reflecting partial alignment with space tech.

Explanation: Not involved in quantum computing; fixed at 0.0 as per instructions.


Set Shaping Theory as a Complementary Payload-Shaping Layer for Steganography

Expecting ',' delimiter: line 7 column 106 (char 560)


Inverse Design of Metasurface based Absorbers using Physics Guided Conditional Diffusion Models

Explanation: High innovation in quantum computing, aligns with abstract's efficient inverse design

Explanation: Active quantum company with potential for quantum metasurface applications

Explanation: Quantum technologies focus, moderate impact from abstract's method

Explanation: Quantum computing leader, abstract's efficiency enhances design capabilities

Explanation: Quantum sensing pioneer, abstract's method directly applicable to their work

Explanation: Major quantum player; abstract's efficiency beneficial but constrained by broader business

Explanation: Neutral; active but no specific link to abstract's quantum applications

Explanation: Always 0.0; not a quantum-focused entity

Explanation: Always 0.0; minimal quantum computing involvement

Explanation: Always 0.0; primarily a GPU manufacturer


Data Architectures for AI-Ready Interoperable Public Transportation Ecosystems

Explanation: Default score for pure-play company (neutral)

Explanation: Default score within [-0.15, +0.15] range (neutral)

Explanation: Default score within [-0.3, +0.3] range (neutral)

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0

Explanation: Fixed at 0.0


Prediction: Rigetti Computing Stock Will Be Worth This Much in 1 Year - The Motley Fool

Expecting ',' delimiter: line 53 column 1 (char 1175)


Opinion | Quantum IPO wave is a milestone. It should also come with a warning - South China Morning Post

Explanation: Positive for IPO wave with warning

Explanation: Positive for IPO wave with warning

Explanation: Positive for IPO wave with warning

Explanation: Positive for IPO wave with warning

Explanation: Positive for IPO wave with warning

Explanation: Smaller positive due to narrower range and warning

Explanation: Modest positive due to established position and warning

Explanation: Always 0.0 as per ranges

Explanation: Always 0.0 as per ranges

Explanation: Always 0.0 as per ranges


Demonstration of fault-tolerant quantum computation with 48 logical qubits

Expecting ',' delimiter: line 53 column 1 (char 1338)


Classification of Single and Mixed Partial Discharges under Switching Voltage Using an AWA-CNN Framework

Explanation: Sector advancement and high CNN accuracy support a top score

Explanation: Leadership in AI and deep learning, aligning with CNN success

Explanation: Stability and strong performance in PD analysis, per narrow range

Explanation: Always 0.0 as per given range

Explanation: Always 0.0 as per given range

Explanation: Always 0.0 as per given range


IonQ Stock Analysis: Buy or Sell This Quantum Computing Stock? - The Motley Fool

Explanation: Bullish recommendation indicates strong growth potential for IonQ.

Explanation: Not mentioned in the article; no information provided.

Explanation: Not a pure-play; scored neutral as not mentioned.

Explanation: Traditional tech giant; always 0.0.

Explanation: Traditional tech giant; always 0.0.

Explanation: Traditional tech giant; always 0.0.


How researchers built a record-setting quantum circuit - IBM

Expecting ',' delimiter: line 53 column 1 (char 1309)


Which Superconducting Qubit Model is Good Enough? From Effective Two-Level to Circuit-Based Hamiltonians for Pulse-Level Simulation

Explanation: IONQ uses ion trap technology, not superconducting qubits, reducing relevance for this research.

Explanation: RGTI (Rigetti) uses superconducting qubits, aligning with the abstract's hardware focus.

Explanation: QBTS (Quantinuum) uses superconducting qubits, relevant to the research.

Explanation: QUBT uses superconducting qubits, consistent with the abstract's scope.

Explanation: QNT (Quantum++ related) is associated with superconducting qubits, making it relevant.

Explanation: IBM is a leader in quantum computing with circuit-based models, which serve as the reference in the abstract.

Explanation: HON (Holonyak Inc.) focuses on quantum sensors, not quantum hardware, reducing relevance.

Explanation: Microsoft is not primarily a quantum hardware company, and the abstract specifies a score of 0.0.

Explanation: Google is not primarily a quantum hardware company, and the abstract specifies a score of 0.0.

Explanation: NVIDIA is not primarily a quantum hardware company, and the abstract specifies a score of 0.0.


Automatic De-Quantization of Quantum Programs Using Constant Propagation

Explanation: Direct benefits from improved algorithm efficiency.

Explanation: Enhanced practicality through reduced quantum operations.

Explanation: Advantage in algorithm efficiency for near-term devices.

Explanation: Positive impact on quantum program optimization.

Explanation: Direct benefits for quantum computing startups.

Explanation: Major player benefits from new compiler techniques.

Explanation: Active company with direct involvement in de-quantization research.

Explanation: Not a quantum computing company for this context.


LCGuard: Latent Communication Guard for Safe KV Sharing in Multi-Agent Systems

Explanation: Active quantum computing company relevant to secure communication in multi-agent systems.

Explanation: Major quantum computing company with narrow score range; assigned upper limit.

Explanation: Quantum computing company with narrow score range; assigned upper limit.

Explanation: Not primarily a quantum computing company.


Quantum Genetic Optimization for Negative Selection Algorithms in Anomaly Detection

Explanation: Positive due to quantum focus in anomaly detection

Explanation: Positive but capped by range, major player in quantum

Explanation: Positive but capped by range, quantum division

Explanation: Always 0.0 as per specification

Explanation: Always 0.0 as per specification

Explanation: Always 0.0 as per specification


dSABRE: A SABRE-Style Router for Multi-Core Distributed Quantum Computers

Explanation: dSABRE's 41-44% EPR reduction boosts efficiency for this pure-play quantum company, justifying a positive score.

Explanation: As a pure-play, RGTI benefits from dSABRE's efficiency gains, aligning with the algorithm's 41-44% improvement.

Explanation: QBTS, a pure-play, gains from dSABRE's reduced EPR consumption, reflecting sector-wide efficiency gains.

Explanation: QUBT leverages dSABRE for enhanced quantum performance, consistent with the 41-44% EPR reduction.

Explanation: QNT benefits directly from dSABRE's efficiency improvements, supporting its pure-play role.

Explanation: IBM, a major quantum player, sees modest gains from dSABRE's 16-68% reduction over pytket-dqc, but its broader scope limits the impact.

Explanation: HON, an active quantum company, benefits from efficiency gains, though less than pure-play firms due to potential scalability challenges.

Explanation: Microsoft is not quantum-focused, so it remains at 0.0 as per the fixed range.

Explanation: Google, a non-quantum company, sees no direct benefit, scoring 0.0.

Explanation: NVIDIA, not primarily quantum, maintains a score of 0.0.


D-Wave Quantum and Department of Commerce Sign Letter of Intent for $100 Million in CHIPS and Science Act Funding to Accelerate U.S. Leadership in Quantum Computing - Business Wire

Explanation: Positive sentiment from U.S. government support for quantum computing, enhancing IONQ's leadership potential.

Explanation: U.S. funding boosts quantum computing hardware sectors, benefiting RGTI.

Explanation: U.S. investment accelerates quantum hardware leadership, positively impacting QBTS.

Explanation: Positive U.S. quantum funding sentiment, though indirect for Canadian QUBT, still supports its growth.

Explanation: U.S. government backing enhances quantum hardware leadership, including QNT.

Explanation: U.S. government support improves IBM's quantum capabilities within its narrow score range.

Explanation: U.S. funding for quantum leadership benefits HON's standing within its score range.

Explanation: Fixed at 0.0 as per scoring rules.

Explanation: Fixed at 0.0 as per scoring rules.

Explanation: Fixed at 0.0 as per scoring rules.


Quantum stocks soar as U.S. plans $2 billion funding incentives and equity stakes - CNBC

Expecting ',' delimiter: line 53 column 1 (char 1106)


Why Did Quantum Computing Stock Pop Today? - Yahoo Finance

Explanation: Positive sentiment from sector-wide quantum computing stock increase, as discussed in the article.

Explanation: Increased confidence in quantum computing growth, supported by the article.

Explanation: The pop is attributed to positive developments in quantum technology, per the article.

Explanation: The article highlights the boost to quantum computing firms' performance.

Explanation: Positive impact on quantum computing stocks, as per the news.

Explanation: Maximum possible positive score within its restricted range, reflecting the sector's optimism.

Explanation: Maximum possible positive score within its range, indicating strong support from the news.

Explanation: As per the problem statement, always 0.0.

Explanation: The positive news about quantum computing stock increase leads to uniformly positive scores for active companies. Pure-play firms get a moderate positive score (+1.0), while IBM and HON are capped at their maximums (+0.15 and +0.3). Always 0.0 companies are unaffected by the news.


Quantum Dynamics Breakthrough Overturns Claim of ‘Quantum Supremacy,’ Opens New Research Directions - Simons Foundation

Explanation: Positive impact from the breakthrough in quantum dynamics, benefiting the quantum computing sector.

Explanation: Positive impact from the breakthrough, within its restricted range of [-0.15, +0.15].

Explanation: Positive impact from the breakthrough, within its restricted range of [-0.3, +0.3].

Explanation: Always 0.0 as per instruction.

Explanation: Always 0.0 as per instruction.

Explanation: Always 0.0 as per instruction.


IBM and U.S. Department of Commerce Announce America’s First Purpose-Built Quantum Foundry, Supported by Proposed $1 Billion CHIPS Award - IBM Newsroom

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: No direct impact from the news.

Explanation: Positive impact due to the landmark announcement of a purpose-built quantum foundry with significant government support.

Explanation: No direct impact from the news.

Explanation: Always 0.0 as per problem statement.

Explanation: Always 0.0 as per problem statement.

Explanation: Always 0.0 as per problem statement.


Department of Commerce Announces Letters of Intent With 9 Companies for $2 Billion to Accelerate U.S. Leadership in Quantum Computing - National Institute of Standards and Technology (.gov)

Explanation: Involved in LOIs, pure-play, max score

Explanation: Involved in LOIs, pure-play, max score

Explanation: Involved in LOIs, pure-play, max score

Explanation: Involved in LOIs, pure-play, max score

Explanation: Involved in LOIs, pure-play, max score

Explanation: Involved in LOIs, max for IBM range

Explanation: Involved in LOIs, max for HON range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: The news indicates that 9 companies received LOIs for a $2 billion initiative to accelerate U.S. leadership in quantum computing. Assuming all 7 active companies (IONQ, RGTI, QBTS, QUBT, QNT, IBM, HON) are included, they are scored based on their type with maximum values: pure-play companies (IONQ, RGTI, QBTS, QUBT, QNT) at +2.0, IBM at +0.15, and HON at +0.3. The always 0.0 companies (MSFT, GOOGL, NVDA) are scored 0.0 as per their fixed range. The 9 LOIs include all active companies and 2 of the always 0.0 companies, but the latter do not affect scores.


Exclusive | U.S. to Award Quantum-Computing Firms $2 Billion and Take Equity Stakes - WSJ


Atom Computing Signs Letter of Intent for $100 Million in U.S. Quantum Funding - The Quantum Insider

Explanation: Positive sentiment boost from sector news, within range [-0.15, +0.15]

Explanation: Positive sentiment boost from sector news, within range [-0.3, +0.3]

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


IBM Shares Soar on US Funding for $2 Billion Quantum Push - Bloomberg.com

Expecting ',' delimiter: line 53 column 1 (char 1343)


Quantum-Adaptive KS($\varphi$): A Parameterized Three-Qubit Gate Family Embedding Toffoli with Measurement-Free Phase Kickback and Intrinsic Error Non-Amplification

Explanation: High innovation in quantum-native primitives and error resilience

Explanation: Cloud-based quantum approach with innovation potential

Explanation: Focus on quantum metrology, aligning with precision quantum computing

Explanation: Limited or unknown focus on quantum-native primitives

Explanation: Quantum computing focus, potential for novel gate implementation

Explanation: Established error correction efforts and hybrid quantum strategy

Explanation: Smaller scale with less emphasis on cutting-edge quantum-native gates

Explanation: Traditional with quantum division, not core quantum-native


Learning to Evaluate: Cost-Effective Model Evaluation on Unlabeled Data with Meta-Learning

Explanation: Active quantum company; scored positively based on abstract's focus on model evaluation

Explanation: HON category; upper bound due to established quantum group and meta-learning relevance

Explanation: HON category; upper bound as per specification and active role in quantum computing

Explanation: Always 0.0 as per specification; not a quantum-focused company


SolarChain: Bridging Physical Law, Verifiable Trust, and Sustainable Markets for Urban Energy Resilience

Expecting ',' delimiter: line 53 column 1 (char 1961)


Classical State Preparation for Variational Quantum Algorithms via Reinforcement Learning

Explanation: CRiSP method improves state preparation by 3.17× on average, capped at max score of 2.0

Explanation: CRiSP method improves state preparation by 3.17× on average, but score capped at max of 0.3

Explanation: CRiSP method improves state preparation by 3.17× on average, but score capped at max of 0.15

Explanation: Score is always 0.0 as per given range

Explanation: Score is always 0.0 as per given range

Explanation: Score is always 0.0 as per given range


Why D-Wave Quantum Stock Keeps Going Up - The Motley Fool

Expecting ',' delimiter: line 13 column 3 (char 985)


Why Does Quantum Computing Stock Keep Going Up? - The Motley Fool

Explanation: Positive sentiment from the article, max score within range

Explanation: Positive sentiment from the article, but score constrained to max of range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Why Does Quantum Computing Stock Keep Going Up? - Yahoo Finance

Expecting ',' delimiter: line 13 column 3 (char 1109)


Breakingviews - Honeywell quantum IPO tests financial paradox - Reuters

Expecting ',' delimiter: line 53 column 1 (char 1782)


Grow-Prune-Freeze Networks: Adaptive & Continual Learning Technique for Olfactory Navigation

Expecting ',' delimiter: line 53 column 1 (char 1267)


DBPnet: Damper Characteristics-Based Bayesian Physics-Informed Neural Network for Wheel Load Estimation

Explanation: Positive for being a pure-play quantum computing company benefiting from the innovation.

Explanation: Positive for its research focus in quantum computing, aligning with the abstract's success.

Explanation: Positive as a pure-play quantum computing company leveraging advanced AI physics.

Explanation: Positive for its quantum computing research, enhanced by the novel method.

Explanation: Positive for its pure-play quantum computing role, benefiting from the breakthrough.

Explanation: Positive within its narrower range due to its quantum computing initiatives, though not pure-play.

Explanation: Positive within its range, as it may benefit from applications in automotive quantum technologies.

Explanation: Always 0.0 as it is not active in quantum computing.


XL-HD: Extended Learning in Hyperdimensional Computing via Deterministic Projections for In-Memory Accelerators

Explanation: Active quantum company, but research is classical ML, so moderate impact.

Explanation: Major quantum player, but research is classical ML, so low impact.

Explanation: Quantum company, but research is classical ML, so low impact.

Explanation: Always 0.0 as per instruction.

Explanation: Always 0.0 as per instruction.

Explanation: Always 0.0 as per instruction.


DOE Announces $500M in Quantum Computing Research Funding

Explanation: Named industry partner, positive impact on quantum credibility

Explanation: Not mentioned, no direct impact

Explanation: Not mentioned, no direct impact

Explanation: Not mentioned, no direct impact

Explanation: Named industry partner, positive impact within its specific range

Explanation: Not mentioned, no direct impact

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


The Evolution of Digital Twins from Reactive to Agentic Systems

Expecting ',' delimiter: line 53 column 1 (char 1472)


Evaluating System-Level Fidelity with Peaked Random Circuits

Explanation: Moderate score for pure-play company; PRCs show promise for system-level fidelity, but early-stage limitations.

Explanation: Moderate score for pure-play company; aligns with PRCs' potential for quantum advantage.

Explanation: Moderate score for pure-play company; PRCs' sensitivity to interference suggests need for error resilience.

Explanation: Moderate score for pure-play company; PRCs provide a robust metric for NISQ reliability.

Explanation: Moderate score for pure-play company; PRCs' high-precision metric is comparable to Quantum Volume.

Explanation: Established company; scored at upper end of narrow range; PRCs' sensitivity may favor mature architectures like IBM's.

Explanation: Major company; scored at upper end of narrow range; IBM's position in the abstract suggests similar reliability.

Explanation: Fixed at 0.0 per score range; not mentioned in abstract.


PauLIB: A High-Performance Library for Processing Pauli Strings

Explanation: Pure-play with high gains from PauLIB's performance improvements.

Explanation: Pure-play benefiting from PauLIB's optimizations in quantum processing.

Explanation: Pure-play with significant benefits from PauLIB's speedups and memory efficiency.

Explanation: Pure-play leveraging PauLIB's advanced architectural choices for quantum computation.

Explanation: Pure-play gaining from PauLIB's compact representation and SIMD vectorization.

Explanation: Narrow range but benefits from adopting PauLIB to counter slower Qiskit performance.

Explanation: Wider range and active role in quantum partnerships, with PauLIB driving efficiency gains.

Explanation: Fixed at 0.0 as per problem statement; not actively engaged in quantum computing.

Explanation: Fixed at 0.0 as per problem statement; minimal quantum focus.

Explanation: Fixed at 0.0 as per problem statement; not a quantum leader.


Native topological readout on qubit hardware: a Fibonacci-chain benchmark of measurement-compilation trade-offs

Expecting ',' delimiter: line 53 column 1 (char 1407)


CMAP: Cross-Modal Adaptive Prompting for Multi-Domain Task-Incremental Learning

Explanation: Default score (midpoint of range [-2.0, +2.0]), no data from abstract

Explanation: Default score (midpoint of range [-0.15, +0.15]), no data from abstract

Explanation: Default score (midpoint of range [-0.3, +0.3]), no data from abstract

Explanation: Always 0.0 as per given

Explanation: Always 0.0 as per given

Explanation: Always 0.0 as per given


Intelligence as Managed Autonomy: Failure, Escalation, and Governance for Agentic AI Systems

Explanation: High relevance as a pure-play quantum company focused on advanced AI and autonomy.

Explanation: High relevance as a pure-play quantum company with autonomy-focused development.

Explanation: High relevance as a pure-play quantum company involved in cutting-edge AI systems.

Explanation: High relevance as a pure-play quantum company with advanced AI and autonomy initiatives.

Explanation: High relevance as a pure-play quantum company deeply involved in managed autonomy research.

Explanation: Moderate relevance due to leadership in quantum AI, but broader business focus limits direct alignment with managed autonomy.

Explanation: High relevance as a quantum computing pioneer with strong ties to advanced AI and autonomy concepts.

Explanation: No relevance, as not focused on quantum computing or advanced AI autonomy.


Powers and Limitations of Synchronous Self-Assembly

Explanation: The abstract demonstrates that the syncTAM is more powerful than the aTAM, especially in non-cooperative settings. This research suggests that companies able to leverage the syncTAM may achieve significant advancements. Pure-play companies (IONQ, RGTI, QBTS, QUBT, QNT) are assigned the maximum score of +2.0 to reflect their high potential. IBM and HON, with narrower ranges, are assigned their respective maxima (+0.15 and +0.3) to acknowledge their capabilities within constraints. MSFT, GOOGL, and NVDA are scored at 0.0 as specified.


Quantum Stocks Surge On U.S. Funding. Were Google, Microsoft, IonQ Snubbed? - Investor's Business Daily

Explanation: Snubbed in U.S. funding, negative score

Explanation: Not mentioned, positive surge

Explanation: Not mentioned, positive surge

Explanation: Not mentioned, positive surge

Explanation: Not mentioned, positive surge

Explanation: Not mentioned, assigned positive score within range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


This Is the Quantum Computing Stock I'd Buy Before Any Other Right Now - Yahoo Finance

Explanation: Highlighted in the article as the best quantum computing stock to buy.

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article.

Explanation: Not mentioned in the article; within score range [-0.15, +0.15].

Explanation: Not mentioned in the article; within score range [-0.3, +0.3].

Explanation: Not a quantum computing company; always 0.0.


Forget SpaceX: The Next Red-Hot IPO Is Here and It’s a Quantum Computing Stock - 24/7 Wall St.


Quantinuum Eyes $13 Billion Valuation Making It the Year’s Biggest Quantum IPO - Barron's

Explanation: The news about Quantinuum (QNT) achieving a $13 billion valuation as the largest quantum IPO is positive, leading to a score of +2.0 for QNT. Other companies have no specific news, so they are scored at 0.0.


This new quantum stock could debut with a valuation of nearly $13 billion - MarketWatch


Forget IonQ: This New Quantum Computing IPO Could Be This Year's Dark Horse - Yahoo Finance

Explanation: Mentioned but not the dark horse, so low score

Explanation: Inferred as the new dark horse IPO, high score

Explanation: Not mentioned, neutral score

Explanation: Not mentioned, neutral score

Explanation: Not mentioned, neutral score

Explanation: Established company, not mentioned, neutral within range

Explanation: Always 0.0

Explanation: Always 0.0

Explanation: Always 0.0


Honeywell's Quantinuum targets $12.7 billion valuation in US IPO - Yahoo Finance

Expecting ',' delimiter: line 53 column 1 (char 1105)


Compile-Time Simplification of Classically Controlled Operations in Dynamic Circuits

Expecting ',' delimiter: line 53 column 1 (char 1556)


Nonvolatile Charge-Domain Attention with HZO Ferroelectric Capacitors: A Simulation-Based Device-to-System Evaluation

Explanation: Energy saving advantage from the technology, within score range constraints

Explanation: Always 0.0 as per given

Explanation: Always 0.0 as per given

Explanation: Always 0.0 as per given


Pasqal IPO: What to Know About the Quantum Start-Up Headed to the Nasdaq - Barron's


[Largest Quantum Computing IPO] Quantinuum to Go Public Soon—Will the 'SpaceX Rally' Spill Over into Quantum Stocks? - Moomoo

Explanation: Positive due to sector-wide quantum computing optimism from IPO news

Explanation: High due to focus as Quantinuum, the subject of the IPO news, with potential broader rally impact

Explanation: Positive within range due to general quantum sentiment, capped by narrower range

Explanation: Not a quantum company, always 0.0

Explanation: Not a quantum company, always 0.0

Explanation: Not a quantum company, always 0.0


Quantinuum: $1.05 Billion IPO Filed For Quantum Computing Expansion - Pulse 2.0

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Quantinuum Files S-1 for IPO, Reveals $43M Annual Revenue


World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications

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