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Rebuild from the site of 2026-11-02: revised technical report by Karen Wang (Georgetown University), new PDF, clean-URL site layout with explicit file links
2016575 verified Download space.html from Lorm-Labs/sensus-bench-v1: direct link, hf CLI and curl.
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https://huggingface.co/spaces/Lorm-Labs/sensus-bench-v1/resolve/main/space.html
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hf download hf://spaces/Lorm-Labs/sensus-bench-v1/space.html
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curl -L -o space.html https://huggingface.co/spaces/Lorm-Labs/sensus-bench-v1/resolve/main/space.html
65.2 kB
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SENSUS tests whether a model can use that evidence, and our open data teaches it.</p><div class="hero-actions"><a class="button primary" href="benchmarks/sensus-bench/duel/index.html">Play Duel</a><a class="button" href="research/teaching-models-to-read-learner-reasoning/index.html">Read Paper</a><a class="button" href="https://huggingface.co/datasets/Lorm-Labs/sensus-bench-v1" target="_blank" rel="noopener">Get Data</a></div></div><figure class="hero-result" aria-labelledby="hero-result-title"><figcaption><span class="hr-kicker">Result · SENSUS Bench v1.0</span><span id="hero-result-title" class="hr-title">A 27B open model trained on our data leads SENSUS Bench</span></figcaption><ol class="hr-bars"><li class="is-lorm"><span class="hr-name">Qwen3.8-27B + Lorm data</span><svg class="hr-track" viewBox="0 0 100 8" preserveAspectRatio="none" aria-hidden="true"><rect class="hr-bg" width="100" height="8"/><rect class="hr-bar" width="83.8" height="8"/></svg><span class="hr-value">0.838</span></li><li><span class="hr-name">GPT-6 Sol</span><svg class="hr-track" viewBox="0 0 100 8" preserveAspectRatio="none" aria-hidden="true"><rect class="hr-bg" width="100" height="8"/><rect class="hr-bar" width="52.5" height="8"/></svg><span class="hr-value">0.525</span></li><li><span class="hr-name">Opus 5.5*</span><svg class="hr-track" viewBox="0 0 100 8" preserveAspectRatio="none" aria-hidden="true"><rect class="hr-bg" width="100" height="8"/><rect class="hr-bar" width="46.1" height="8"/></svg><span class="hr-value">0.461</span></li><li class="is-base"><span class="hr-name">Same base, untuned</span><svg class="hr-track" viewBox="0 0 100 8" preserveAspectRatio="none" aria-hidden="true"><rect class="hr-bg" width="100" height="8"/><rect class="hr-bar" width="29.0" height="8"/></svg><span class="hr-value">0.290</span></li></ol><div class="hr-foot"><span><strong>2.9×</strong> its untuned base. Mean checklist score on 76 evaluation cases excluded from training, two model graders. *Alternate first grader.</span><a href="benchmarks/sensus-bench/index.html">Full leaderboard →</a></div></figure></section><ul class="proof-strip" aria-label="SENSUS Bench v1.0 in numbers"><li><strong><span data-count>1,015</span></strong><span>open training conversations, CC BY 4.0</span></li><li><strong><span data-count data-count-delay="120">2.9</span><em>×</em></strong><span>the untuned 27B base score after training on our data</span></li><li><strong><span data-count data-count-delay="240">68</span><em>/76</em></strong><span>cases won against GPT-6 Sol, the best general-purpose model tested</span></li><li><strong><span data-count data-count-delay="360">91</span><em>%</em></strong><span>of 27B replies free of false statements, up from 75% untuned</span></li></ul></div></main><footer class="site-footer"><div class="footer-inner"><div class="footer-brand"><a class="brand" href="index.html" aria-label="Lorm home"><span class="wordmark">Lorm<span class="wordmark-dot">.</span></span></a><p>Turning advances in AI into advances in human understanding.</p><address>315 W 35th Street<br>New York, NY 10001</address></div><nav class="footer-col" aria-label="Site"><h2>Lorm</h2><a href="research/index.html">Research</a><a href="benchmarks/index.html">Benchmarks</a><a href="datasets/index.html">Data</a><a href="about/index.html">About</a></nav><nav class="footer-col" aria-label="Benchmarks"><h2>Benchmarks</h2><a href="benchmarks/index.html">All Benchmarks</a><a href="benchmarks/sensus-bench/index.html">SENSUS Bench v1.0</a></nav><div class="footer-legal"><p>© 2026 Lorm Labs, Inc.</p><nav class="footer-links" aria-label="Legal"><a href="#terms-of-service" data-dialog-open="terms-of-service">Terms of Service</a><a href="#privacy-policy" data-dialog-open="privacy-policy">Privacy Policy</a><a href="https://lorm.ai/contact" target="_blank" rel="noopener" data-dialog-open="contact-us">Contact Us</a></nav></div></div></footer><dialog id="contact-us" class="site-dialog" aria-labelledby="contact-title"><button type="button" class="dialog-close" data-dialog-close aria-label="Close contact window">×</button><a class="dialog-fallback-close" href="#main">Close window</a><h2 id="contact-title">Contact Us</h2> | |
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| <p><strong>Last updated:</strong> October 29, 2026</p> | |
| <p>These Terms of Service (the "Terms") are a binding agreement between you and Lorm Labs, Inc., a Delaware corporation ("Lorm," "we," "us" or "our"). They govern your access to and use of the website at https://lorm.ai and its subdomains (the "Site"), and any research previews, application programming interfaces, evaluation endpoints, benchmarks, demonstrations, software development kits, documentation, dashboards and related services that we make available and that link to or reference these Terms (together with the Site, the "Services").</p> | |
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| <p><strong>4.2 Ownership and use of Outputs.</strong> As between you and Lorm, you retain ownership of your Inputs, subject to third-party rights. We do not acquire ownership of your proprietary models or confidential materials because you submit them through the Services. Subject to these Terms and any applicable Enterprise Agreement, you may use the Outputs generated specifically for you for your authorized internal business and research purposes. Lorm retains ownership of its models, algorithms, datasets, benchmarks, evaluation methodologies, underlying technologies and independently developed research results. Broader rights to use, reproduce, distribute or incorporate Outputs into commercial AI systems, including rights to train or fine-tune models on Outputs, may be granted under a separate written agreement. Because the Services are statistical, Outputs may not be unique and similar Outputs may be returned to other customers.</p> | |
| <p><strong>Released datasets.</strong> A downloadable Lorm dataset is governed by the license supplied with it. SENSUS datasets and the data files of SENSUS evaluation kits are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0), and the scripts supplied with them under the MIT License. For a dataset released under an open license, that license controls over any conflicting provision of these Terms, including Sections 2.2, 7 and 8. Recorded outputs of third-party models included in an evaluation release are provided as evaluation records and are licensed only to the extent Lorm holds rights in them. An open license for a released dataset does not grant access to restricted materials.</p> | |
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| <p><strong>4.5 Your responsibilities for Inputs.</strong> You are solely responsible for your Inputs and for your use of Outputs. You represent and warrant that you have all rights, licenses, consents and authority necessary to submit your Inputs and permit the processing described in these Terms, and that your Inputs and your use of the Services do not violate any law or third-party right. Unless expressly permitted by an Enterprise Agreement, you will not submit Inputs that contain:</p> | |
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| <p>Lorm develops and maintains datasets, research benchmarks, evaluation models and related technologies. We may create, use, retain and commercialize research data, models, methodologies and derived outputs where permitted by applicable law and our governing agreements.</p> | |
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| <li>you will independently evaluate the accuracy, appropriateness and fitness of Outputs and research findings for your use case, including through your own held-out evaluations;</li> | |
| <li>Outputs are not a substitute for human judgment and are not advice of any kind;</li> | |
| <li>unless expressly authorized through an Enterprise Agreement, you will not use Outputs as the sole basis for decisions that produce legal or similarly significant effects on an identifiable individual; and</li> | |
| <li>any use of or reliance on Outputs or research findings is at your own risk.</li> | |
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| <h3>7. Acceptable Use</h3> | |
| <p>You may use the Services only for lawful purposes and in accordance with these Terms. You agree not to, and not to permit anyone else to:</p> | |
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| <li>use the Services in violation of any applicable law, regulation or third-party right, including privacy, intellectual property, export control and anti-discrimination laws;</li> | |
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| <li>misrepresent the source of Outputs, present Outputs as human-generated evaluations where that would be misleading, or remove any notices or attributions we provide;</li> | |
| <li>where publication of comparative performance results is permitted under these Terms or an applicable agreement, publish such results without identifying the model version, date and methodology used and attributing the Services accurately (nonpublic evaluations remain subject to Section 10 and any applicable confidentiality or publication terms); or</li> | |
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| <p>These restrictions do not prevent lawful independent research or the permitted use of materials that Lorm has expressly released for public use under an applicable license. We may monitor use of the Services to detect abuse and ensure quality, security and compliance, consistent with our Privacy Policy, and may remove content, throttle usage or suspend access where we reasonably believe this Section has been violated.</p> | |
| <h3>8. Intellectual Property</h3> | |
| <p><strong>8.1 Our rights.</strong> The Services, including all models, model weights, software, APIs, datasets, benchmarks, research methodologies, documentation, text, graphics, designs and the selection and arrangement thereof, and all improvements and derivative works, are owned by Lorm or its licensors and protected by copyright, trade secret, patent, trademark and other laws. Except for the limited rights expressly granted in these Terms, all rights are reserved.</p> | |
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| <p><strong>8.4 Feedback.</strong> If you provide suggestions, ideas, bug reports or other feedback about the Services ("Feedback"), you grant us a perpetual, irrevocable, worldwide, royalty-free license to use the Feedback for any purpose without obligation to you. Feedback is not confidential unless we agree otherwise in writing. This Feedback license does not grant permission to use Customer Content or personal information for model training; such use remains subject to Section 4.4 and any applicable written agreement.</p> | |
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| <h3>11. Third-Party Services</h3> | |
| <p>The Services may link to or interoperate with third-party websites, AI models, software, infrastructure or other technologies, which are subject to their own terms and privacy policies. We do not control and are not responsible for third-party services. References to third-party technologies, or their inclusion in research comparisons, do not imply endorsement, affiliation or partnership.</p> | |
| <h3>12. Term, Suspension and Termination</h3> | |
| <p>These Terms take effect when you first use the Services and continue until terminated. You may stop using the Services and close your account at any time. We may suspend or terminate your access, in whole or in part, with notice where practicable, if you breach these Terms, create a security risk, use the Services outside your authorization, if required by law, or if we discontinue the Services. We may terminate for convenience on 30 days' notice to account holders.</p> | |
| <p>Upon termination, your license ends and you must stop using the Services. Export of Customer Content after termination is subject to the functionality we support and any applicable Enterprise Agreement; after a reasonable period we may delete Customer Content in accordance with our retention practices, except as required by law. Sections 4.2 (as to Outputs already generated), 4.5, 5, 6, 7, 8, 10, and 12 through 18, and any other provisions that by their nature should survive, will survive termination.</p> | |
| <h3>13. Disclaimer of Warranties</h3> | |
| <p>TO THE FULLEST EXTENT PERMITTED BY LAW, THE SERVICES, SITE CONTENT, RESEARCH RESULTS AND OUTPUTS ARE PROVIDED "AS IS" AND "AS AVAILABLE," WITHOUT WARRANTIES OF ANY KIND, WHETHER EXPRESS, IMPLIED, STATUTORY OR OTHERWISE, INCLUDING ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE, NON-INFRINGEMENT, ACCURACY, OR THAT THE SERVICES WILL BE UNINTERRUPTED, ERROR-FREE OR SECURE. WITHOUT LIMITING THE FOREGOING, LORM MAKES NO WARRANTY REGARDING THE ACCURACY, CALIBRATION, COMPLETENESS OR RELIABILITY OF ANY OUTPUT OR RESEARCH RESULT, OR THAT ANY MODEL, RESULT OR FINDING WILL GENERALIZE TO OTHER TASKS, POPULATIONS OR ENVIRONMENTS. NOTHING IN THESE TERMS EXCLUDES WARRANTIES THAT CANNOT LAWFULLY BE DISCLAIMED.</p> | |
| <h3>14. Limitation of Liability</h3> | |
| <p>TO THE FULLEST EXTENT PERMITTED BY LAW, IN NO EVENT WILL LORM OR ITS AFFILIATES, LICENSORS, SERVICE PROVIDERS, OFFICERS, DIRECTORS, EMPLOYEES OR AGENTS BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, EXEMPLARY OR PUNITIVE DAMAGES, OR FOR ANY LOSS OF PROFITS, REVENUE, DATA, GOODWILL, BUSINESS OPPORTUNITY OR RESEARCH RESULTS, ARISING OUT OF OR RELATING TO THESE TERMS OR THE SERVICES, UNDER ANY LEGAL THEORY, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.</p> | |
| <p>TO THE FULLEST EXTENT PERMITTED BY LAW, LORM'S TOTAL CUMULATIVE LIABILITY ARISING OUT OF OR RELATING TO THESE TERMS OR THE SERVICES WILL NOT EXCEED THE GREATER OF (A) THE FEES YOU PAID TO LORM FOR THE APPLICABLE SERVICES IN THE TWELVE MONTHS PRECEDING THE CLAIM AND (B) ONE HUNDRED U.S. DOLLARS (US$100).</p> | |
| <p>These limitations do not apply to liability that cannot be limited under applicable law, including liability arising from a party's gross negligence, willful misconduct or fraud. They apply even if a limited remedy fails of its essential purpose and reflect the parties' agreed allocation of risk. Different limitations may apply under an Enterprise Agreement.</p> | |
| <h3>15. Indemnification</h3> | |
| <p>You will defend, indemnify and hold harmless Lorm and its affiliates, and their respective officers, directors, employees, contractors and agents, from and against any claims, liabilities, damages, losses, costs and expenses (including reasonable attorneys' fees) arising out of or relating to (a) Inputs you submit in violation of these Terms or applicable law, (b) your misuse of the Services or Outputs in breach of Section 6 or Section 7, (c) your other breach of these Terms or applicable law, or (d) your violation of any third-party right. This obligation does not extend to claims arising solely from errors in Outputs that you used in compliance with these Terms. We may assume the exclusive defense and control of any matter subject to indemnification, in which case you will cooperate with us.</p> | |
| <h3>16. Export Controls and Sanctions</h3> | |
| <p>The Services may be subject to U.S. export control and sanctions laws. You will comply with all such laws and will not export, re-export or transfer the Services or Outputs, directly or indirectly, to any prohibited destination, end user or end use.</p> | |
| <h3>17. Governing Law and Jurisdiction</h3> | |
| <p>These Terms and any dispute arising out of or relating to them or the Services are governed by the laws of the State of Delaware, United States, without regard to conflict-of-law principles. Unless otherwise agreed in writing or required by applicable law, any dispute will be subject to the exclusive jurisdiction of the state and federal courts located in Delaware, and you consent to personal jurisdiction and venue in those courts. Before filing a claim, you and Lorm agree to attempt to resolve the dispute informally by written notice to the other party (<span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span> for Lorm) and good-faith discussion for at least 30 days.</p> | |
| <h3>18. General</h3> | |
| <ul> | |
| <li><strong>Entire agreement.</strong> These Terms, the Privacy Policy and any Enterprise Agreement are the entire agreement between you and Lorm regarding the Services and supersede all prior understandings.</li> | |
| <li><strong>Changes to these Terms.</strong> We may update these Terms from time to time. Updated Terms will be posted on this page with a revised date; for material changes we will provide additional notice to account holders (by email or in-product) at least 14 days before they take effect, except where a change is required by law or addresses a security or safety issue. Your continued use after the effective date constitutes acceptance.</li> | |
| <li><strong>Assignment.</strong> You may not assign or transfer these Terms without our prior written consent. We may assign these Terms in connection with a merger, acquisition, reorganization or sale of assets, or by operation of law.</li> | |
| <li><strong>Severability; waiver.</strong> If any provision is held unenforceable, it will be limited to the minimum extent necessary and the remaining provisions remain in effect. A failure to enforce any provision is not a waiver.</li> | |
| <li><strong>Notices.</strong> We may provide notices by posting on the Site, by email to the address on your account, or in-product. Notices to Lorm must be sent to <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span>.</li> | |
| <li><strong>Force majeure.</strong> Neither party is liable for delay or failure to perform caused by events beyond its reasonable control.</li> | |
| <li><strong>No third-party beneficiaries; independent contractors.</strong> These Terms confer no rights on any third party. The parties are independent contractors.</li> | |
| <li><strong>Language.</strong> These Terms are written in English; any translation is for convenience and the English version controls.</li> | |
| <li><strong>California notice.</strong> Under California Civil Code §1789.3, California users may contact the Complaint Assistance Unit of the Division of Consumer Services of the California Department of Consumer Affairs at 1625 North Market Blvd., Suite N-112, Sacramento, CA 95834, or (800) 952-5210.</li> | |
| </ul> | |
| <h3>19. Contact</h3> | |
| <p><strong>Lorm</strong><br>Lorm Labs, Inc.<br>Email: <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span><br>Website: https://lorm.ai</p> | |
| </div> | |
| </dialog><dialog id="privacy-policy" class="site-dialog" aria-labelledby="privacy-title"><button type="button" class="dialog-close" data-dialog-close aria-label="Close privacy window">×</button><a class="dialog-fallback-close" href="#main">Close window</a><div class="legal-content"> | |
| <h2 id="privacy-title">Privacy Policy</h2> | |
| <p><strong>Last updated:</strong> October 29, 2026</p> | |
| <p>Lorm Labs, Inc. ("Lorm," "we," "us" or "our") is an AI research company exploring how advances in intelligence can expand what people understand, discover and solve. Depending on the Services you access, we may provide research previews, APIs, evaluation tools, benchmarks and related technologies. This Privacy Policy explains how we collect, use, disclose and protect personal information when you visit https://lorm.ai (the "Site"), use our research previews, APIs, demonstrations, evaluation tools and related services (together with the Site, the "Services"), communicate with us, or apply for a role with us. It also explains the choices and rights available to you.</p> | |
| <p>For purposes of this Policy, Lorm is the controller (or "business") responsible for the personal information described here. If you are located in the European Economic Area, the United Kingdom or Switzerland, Section 11 contains additional information that applies to you.</p> | |
| <p><strong>What this Policy does not cover.</strong> This Policy does not govern personal information we process solely on behalf of a customer under a written agreement; that processing is governed by the applicable agreement. This Policy continues to apply where Lorm determines the purposes and means of processing for its own activities, including operating the Site and administering accounts. Each organization involved in collecting, disclosing or processing personal information is responsible for complying with its own applicable legal obligations. If you believe a customer has processed your personal information through our Services, please contact that customer directly with any request to access, correct or delete it; we will assist our customers in responding as required. This Policy also does not apply to third-party websites or services we link to.</p> | |
| <h3>1. Summary of Key Points</h3> | |
| <ul> | |
| <li>We collect limited personal information when you contact us, join a waitlist or newsletter, register for an account or API access, use the Services, or apply for a job.</li> | |
| <li><strong>We do not sell personal information, and we do not share it for cross-context behavioral advertising.</strong></li> | |
| <li><strong>We do not use content you submit through our API or research previews to train or improve our models unless you expressly opt in.</strong></li> | |
| <li>Our models, benchmarks and evaluation methodologies are developed using data from a variety of sources, which we process under applicable legal and contractual authorizations with de-identification, data minimization and access controls. We do not attempt to re-identify individuals in research data, and we do not permit anyone else to.</li> | |
| <li>Our Services are for organizations and professionals, not children. We do not knowingly collect personal information from children.</li> | |
| <li>You can contact us at <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span> to exercise your privacy rights.</li> | |
| </ul> | |
| <h3>2. Personal Information We Collect</h3> | |
| <h4>2.1 Information you provide to us</h4> | |
| <ul> | |
| <li><strong>Contact and inquiry information.</strong> When you contact us through the Site, by email or on social media: your name, email address, telephone number, organization, the content of your message and any other information you choose to include.</li> | |
| <li><strong>Waitlist, newsletter and event sign-ups.</strong> Your name, work email address, organization, role and areas of interest.</li> | |
| <li><strong>Account and API registration.</strong> Name, work email address, organization, role, authentication credentials, API key metadata and, for paid Services, billing contact details. Where we accept card payments, card details are collected and processed by a third-party payment processor rather than stored by us.</li> | |
| <li><strong>Inputs and Outputs.</strong> If you use the API or a research preview outside an Enterprise Agreement, we receive the content you submit ("Inputs") and the results we return ("Outputs"). If your Inputs contain personal information, we process it as described in this Policy and our Terms of Service, which restrict the categories of personal information you may submit.</li> | |
| <li><strong>Feedback.</strong> Ratings, comments and corrections you choose to provide about Outputs or the Services.</li> | |
| <li><strong>Recruiting information.</strong> If you apply for a position: your résumé, work history, contact details and any other information you provide, as well as information from references you provide.</li> | |
| </ul> | |
| <h4>2.2 Information we collect automatically</h4> | |
| <ul> | |
| <li><strong>Device and log information.</strong> IP address, browser type and version, operating system, device identifiers, language settings, referring URLs, pages viewed, access times, authentication events and security logs.</li> | |
| <li><strong>Approximate location.</strong> We may infer your general geographic region from your IP address.</li> | |
| <li><strong>Usage and API metadata.</strong> For account holders: request volumes, endpoints called, model identifiers and versions, test configurations, token counts, latency, error codes and similar operational metadata. This metadata is distinct from the content of your Inputs and Outputs.</li> | |
| <li><strong>Cookies and similar technologies.</strong> We and our service providers use cookies, pixels and local storage to operate the Site, remember preferences, maintain sessions and measure traffic. See Section 7.</li> | |
| <li><strong>Email engagement.</strong> If we send newsletters or marketing emails, they may contain pixels that tell us whether a message was opened or a link was clicked.</li> | |
| </ul> | |
| <h4>2.3 Information we receive from other sources</h4> | |
| <ul> | |
| <li><strong>Service providers and security partners.</strong> Information that helps us operate, secure and support the Services, such as fraud and abuse signals.</li> | |
| <li><strong>Business and professional sources.</strong> Publicly available professional information (for example, from your organization's website or a professional networking profile) that we use to understand and communicate with prospective customers and partners.</li> | |
| <li><strong>Referrals and integrations.</strong> If someone refers you to us or you connect a third-party service to your account, we receive the information that person or service provides.</li> | |
| </ul> | |
| <h3>3. Research and Model-Development Data</h3> | |
| <p>Lorm develops its models, reward signals, benchmarks, training environments and evaluation methodologies using data obtained from a variety of sources, including data we license or receive from third parties, publicly available information, and data generated through our own research. We describe this here for transparency, although research data is handled separately from the personal information collected through the Services.</p> | |
| <ul> | |
| <li><strong>Legal and contractual basis.</strong> We process research datasets only under applicable legal and contractual authorizations. Each organization involved in collecting, disclosing or processing personal information is responsible for complying with its own applicable legal obligations. Nothing in this Policy transfers or limits Lorm's responsibilities under applicable privacy laws.</li> | |
| <li><strong>Safeguards.</strong> We apply de-identification, data minimization, access restrictions, logging, least-privilege access and retention limits appropriate to each dataset and its use. Research data is processed within access-controlled environments.</li> | |
| <li><strong>Standard for de-identification.</strong> We treat information as de-identified only when the applicable legal and technical requirements are satisfied. Identifiable or reasonably linkable research records are handled as personal information under this Policy, and the sources and recipients of such records are reflected in the relevant disclosures in Sections 2, 5 and 10 where applicable.</li> | |
| <li><strong>No re-identification.</strong> We commit contractually and as a matter of policy not to attempt to re-identify any individual from de-identified research data, not to link it with other data sets for that purpose, and to require the same of anyone we share it with. We do not authorize users of the Services to attempt to identify individuals represented in research datasets, benchmarks or Outputs.</li> | |
| <li><strong>Permitted uses.</strong> Where permitted by applicable law and our governing agreements, we use research data to conduct scientific research; develop, train, fine-tune, test and evaluate AI models; build and improve benchmarks, training environments and evaluation methodologies; produce and publish non-identifying research findings; and develop and commercialize research products and technologies.</li> | |
| </ul> | |
| <p>Customer Content submitted through the API or research previews does not enter our research datasets, and is not used to develop our models, unless you opt in (see Section 4); opted-in content is handled under the terms of that opt-in. This Policy does not itself create rights that a dataset's governing agreements do not provide, and nothing in it independently grants rights to use personal information for research, training or commercialization where additional legal or contractual authorization is required.</p> | |
| <h3>4. How We Use Personal Information</h3> | |
| <ul> | |
| <li><strong>To provide and operate the Services,</strong> including creating and administering accounts, authenticating API requests, returning Outputs, performing authorized evaluations and benchmarking, providing support and processing payments.</li> | |
| <li><strong>To communicate with you,</strong> including responding to inquiries, sending service announcements and security notices and, with your consent where required, newsletters and information about our research, products and events. You can opt out of marketing communications at any time.</li> | |
| <li><strong>To improve and develop the Services,</strong> including analyzing usage patterns, measuring performance and reliability, debugging and developing new features. <strong>We do not use Inputs or Outputs submitted through the API or research previews to train or improve our models unless you expressly opt in.</strong> If you opt in and later withdraw, we stop using your content in new training runs from that point and, on request, delete retained copies from our training datasets within a reasonable period, subject to legal retention requirements; withdrawal does not by itself require retraining of models trained before withdrawal, and we cannot remove the influence of content from models already trained. Nothing in this provision limits rights or obligations under applicable data protection law.</li> | |
| <li><strong>To secure the Services,</strong> including detecting, investigating and preventing fraud, abuse, security incidents and violations of our Terms of Service.</li> | |
| <li><strong>To comply with law and protect rights,</strong> including responding to legal process, enforcing our agreements and protecting the rights, property and safety of Lorm, our users and others.</li> | |
| <li><strong>For recruiting,</strong> including evaluating applications and communicating with candidates.</li> | |
| <li><strong>To create de-identified or aggregated data,</strong> which we may use and disclose for any lawful purpose. We will not attempt to re-identify such data. De-identification or aggregation does not independently authorize us to use Customer Content for model development contrary to our commitments in this Policy or an applicable agreement; separately authorized research datasets (Section 3) are not subject to that customer-content restriction.</li> | |
| </ul> | |
| <p>We do not use personal information to make automated decisions that produce legal or similarly significant effects on you.</p> | |
| <h3>5. How We Disclose Personal Information</h3> | |
| <ul> | |
| <li><strong>Service providers.</strong> Vendors that perform services for us, such as cloud hosting, authentication, payment processing, email delivery, analytics, customer support and security. They may access personal information only to perform services on our behalf and are bound by contractual obligations.</li> | |
| <li><strong>Authorized research and business partners.</strong> Organizations participating in approved research or commercial arrangements, subject to the applicable agreements and legal requirements.</li> | |
| <li><strong>Affiliates.</strong> Entities under common ownership or control with Lorm, for the purposes described in this Policy.</li> | |
| <li><strong>Professional advisors.</strong> Lawyers, auditors, accountants, insurers and consultants, as needed to operate our business and comply with our obligations.</li> | |
| <li><strong>Business transfers.</strong> In connection with, or during negotiations of, a merger, financing, acquisition, reorganization, bankruptcy or sale of all or part of our business or assets, subject to confidentiality and applicable law.</li> | |
| <li><strong>Legal and safety.</strong> Government authorities, courts and other third parties where we believe disclosure is required by law or legal process, or is reasonably necessary to protect the rights, property or safety of Lorm, our users or the public, or to enforce our agreements.</li> | |
| <li><strong>With your direction or consent.</strong> For example, when you ask us to share information with a third-party integration.</li> | |
| </ul> | |
| <p>We may disclose lawfully de-identified or aggregated research information and derived outputs for research, development and commercial purposes. <strong>We do not sell personal information, and we do not "share" it for cross-context behavioral advertising, as those terms are defined under U.S. state privacy laws. We have not done so in the preceding 12 months.</strong></p> | |
| <h3>6. Retention</h3> | |
| <p>We retain personal information for as long as reasonably necessary for the purposes described in this Policy, taking into account the nature and sensitivity of the information, the purposes for which it was collected, our legal and contractual obligations, and the need to resolve disputes and enforce our agreements. As a guide:</p> | |
| <ul> | |
| <li>Account information is retained for the life of the account and for a limited period afterward to resolve disputes and meet legal obligations.</li> | |
| <li>API Inputs and Outputs submitted outside an Enterprise Agreement are retained for up to 30 days for abuse monitoring and support, unless you have opted into a data-sharing program or a longer period is required by law. Enterprise retention is governed by the applicable agreement.</li> | |
| <li>Usage and API metadata may be retained in aggregated or de-identified form indefinitely.</li> | |
| <li>Marketing contact information is retained until you unsubscribe or it is no longer needed.</li> | |
| <li>Recruiting information is retained in accordance with applicable employment laws and, if you are not hired, for a limited period for future opportunities unless you ask us to delete it.</li> | |
| <li>De-identified research datasets, statistical analyses, model outputs and other non-identifying research materials may be retained for ongoing research, reproducibility, model development and commercial purposes, subject to applicable law and contractual obligations.</li> | |
| </ul> | |
| <p>When we delete personal information at your request, we may retain a record of the request to demonstrate compliance.</p> | |
| <h3>7. Cookies and Analytics</h3> | |
| <p>We use the following categories of cookies and similar technologies:</p> | |
| <ul> | |
| <li><strong>Strictly necessary.</strong> Required for the Site and account features to work, including session management, authentication and security.</li> | |
| <li><strong>Preferences.</strong> Remember settings such as language or display choices.</li> | |
| <li><strong>Analytics.</strong> Help us understand how visitors use the Site. We may use third-party analytics services for this purpose; these services collect information such as pages viewed, referrers and approximate location through cookies or similar technologies. Where required by law, we obtain your consent before setting non-essential cookies.</li> | |
| </ul> | |
| <p>You can control cookies through your browser settings; disabling cookies may affect some features of the Site. We honor Global Privacy Control and similar opt-out preference signals to the extent required by applicable law. We do not respond to "Do Not Track" browser signals, for which there is no accepted standard. We do not use advertising cookies or engage in targeted advertising.</p> | |
| <h3>8. Security</h3> | |
| <p>We implement technical, administrative and organizational safeguards designed to protect personal information, which may include encryption in transit and at rest, access controls and least-privilege principles, logging and monitoring, secure infrastructure, restrictions on access to research information, and employee confidentiality obligations. No method of transmission or storage is completely secure, and we cannot guarantee absolute security. If you believe your account has been compromised, contact <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span> immediately.</p> | |
| <h3>9. Your Choices and Rights</h3> | |
| <h4>9.1 Choices available to everyone</h4> | |
| <ul> | |
| <li><strong>Marketing emails.</strong> Unsubscribe using the link in any marketing email or by contacting us. You will continue to receive transactional and service messages.</li> | |
| <li><strong>Cookies.</strong> Manage cookies through your browser or, where offered, our cookie banner.</li> | |
| <li><strong>Account information.</strong> Update your account details through your account settings or by contacting us.</li> | |
| <li><strong>Model training.</strong> Inputs and Outputs submitted through the API or research previews are not used for model development unless you opt in. You can withdraw an opt-in at any time through your account settings or by contacting us; Section 4 describes the effect of withdrawal.</li> | |
| </ul> | |
| <h4>9.2 Rights that may be available depending on where you live</h4> | |
| <ul> | |
| <li>Access the personal information we hold about you and receive a copy of it.</li> | |
| <li>Correct inaccurate or incomplete personal information.</li> | |
| <li>Delete your personal information.</li> | |
| <li>Restrict or object to certain processing.</li> | |
| <li>Receive your personal information in a portable format.</li> | |
| <li>Withdraw consent, where processing is based on consent, without affecting the lawfulness of prior processing.</li> | |
| <li>Opt out of sale, sharing or targeted advertising (we do not engage in these activities).</li> | |
| <li>Appeal a decision we make on a rights request.</li> | |
| <li>Lodge a complaint with a supervisory authority or regulator.</li> | |
| </ul> | |
| <p>To exercise these rights, email <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span>. We will verify your identity before responding, which may require you to confirm information associated with your account or email address. You may designate an authorized agent to make a request on your behalf; we will require proof of the agent's authority and may require you to verify your identity directly. We will not discriminate against you for exercising your rights and will respond within the time required by applicable law. If we process personal information solely on behalf of another organization under a governing agreement, we may direct your request to that organization or assist it in responding.</p> | |
| <h3>10. Additional Disclosures for U.S. State Residents</h3> | |
| <p>This Section provides additional information required by the California Consumer Privacy Act and similar state privacy laws. The table below summarizes the categories of personal information we have collected in the preceding 12 months, their sources, and the categories of third parties to which we disclose them for business purposes. We do not collect or process sensitive personal information for the purpose of inferring characteristics about you.</p> | |
| <div class="legal-table" role="region" aria-label="Personal information categories" tabindex="0"><table><thead><tr><th scope="col">Category of personal information</th><th scope="col">Examples and sources</th><th scope="col">Disclosed to</th></tr></thead><tbody> | |
| <tr><td>Identifiers</td><td>Name, email address, organization, IP address, device identifiers, account and API key identifiers. Source: you, your device.</td><td>Service providers, affiliates, professional advisors, legal authorities</td></tr> | |
| <tr><td>Customer records</td><td>Billing contact details for paid Services. Source: you. (Card numbers go directly to our payment processor.)</td><td>Service providers, professional advisors</td></tr> | |
| <tr><td>Professional or employment information</td><td>Role, organization, work history (recruiting). Source: you, public professional sources, references.</td><td>Service providers, professional advisors</td></tr> | |
| <tr><td>Internet or network activity</td><td>Pages viewed, referrers, API usage metadata, email engagement, cookie data. Source: your device.</td><td>Service providers, affiliates</td></tr> | |
| <tr><td>Approximate geolocation</td><td>Region inferred from IP address. Source: your device.</td><td>Service providers</td></tr> | |
| <tr><td>Communications</td><td>Content of messages you send us; feedback. Source: you.</td><td>Service providers, professional advisors</td></tr> | |
| <tr><td>Customer Content (Inputs and Outputs)</td><td>Content you submit to the API or research previews outside an Enterprise Agreement, which may include personal information you choose to include. Source: you.</td><td>Service providers for hosting, inference, security and support; research partners only where you have opted in</td></tr> | |
| <tr><td>Inferences</td><td>Limited inferences about product interest drawn from usage and engagement. Source: derived.</td><td>Service providers</td></tr> | |
| </tbody></table></div> | |
| <p>We collect this information for the purposes in Section 4 and retain it as described in Section 6. We do not sell personal information or share it for cross-context behavioral advertising, and we do not knowingly sell or share the personal information of consumers under 16. California residents may request information about our disclosures to third parties for their direct marketing purposes; we make no such disclosures.</p> | |
| <h3>11. Additional Information for the EEA, United Kingdom and Switzerland</h3> | |
| <p><strong>11.1 Legal bases.</strong> Where the GDPR, UK GDPR or Swiss data protection law applies, we process personal information on the following legal bases:</p> | |
| <ul> | |
| <li><strong>Performance of a contract</strong> (or steps at your request before entering into one): to provide the Services you have requested, administer accounts and respond to inquiries.</li> | |
| <li><strong>Legitimate interests:</strong> to operate, secure and improve the Services; to communicate with existing customers and business contacts; to conduct research; and to protect our rights. We balance these interests against your rights and freedoms.</li> | |
| <li><strong>Consent:</strong> for non-essential cookies, marketing communications where required, and any use of your Inputs for model development. You may withdraw consent at any time.</li> | |
| <li><strong>Legal obligation:</strong> to comply with laws that apply to us.</li> | |
| </ul> | |
| <p><strong>11.2 International transfers.</strong> We are based in the United States, and personal information is processed there and in other countries where we or our service providers operate. Where we transfer personal information from the EEA, UK or Switzerland, we rely on adequacy decisions, the European Commission's Standard Contractual Clauses (with the UK Addendum or International Data Transfer Agreement where applicable) or other lawful transfer mechanisms, and we implement supplementary measures where appropriate. You may request a copy of the relevant safeguards by contacting us.</p> | |
| <p><strong>11.3 Complaints.</strong> You have the right to lodge a complaint with your local data protection authority. We would appreciate the opportunity to address your concerns first, so please consider contacting us at <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span>.</p> | |
| <h3>12. Children's Privacy</h3> | |
| <p>The Services are intended for organizations and professionals and are not directed at children. We do not knowingly collect personal information from children under 13 (or under the applicable age of digital consent in your jurisdiction) through the Services, and we do not permit anyone under 18 to create an account. If you believe a child has provided us with personal information through the Services, contact <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span> and we will delete it.</p> | |
| <p>Our research datasets may include de-identified information derived from the activity of individuals of any age, including minors. That information is handled as described in Section 3 and remains subject to applicable privacy laws and our governing agreements.</p> | |
| <h3>13. International Data Processing</h3> | |
| <p>Lorm operates from the United States. Information may be processed in the United States or other jurisdictions where our authorized personnel or service providers operate. Where international data protection laws apply, we implement the safeguards they require (see Section 11.2).</p> | |
| <h3>14. Changes to This Policy</h3> | |
| <p>We may update this Policy from time to time. We will post the revised Policy on the Site with an updated "Last updated" date. If we make material changes, we will notify account holders by email or in-product notice and, where required by law, obtain your consent. Your continued use of the Services after the effective date constitutes acknowledgment of the revised Policy.</p> | |
| <h3>15. Contact Us</h3> | |
| <p><strong>Lorm</strong><br>Lorm Labs, Inc.<br>Attn: Privacy<br>Email: <span class="protected-email" data-u="troppus" data-d="moc.mrol">support [at] lorm [dot] com</span><br>Website: https://lorm.ai</p> | |
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