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| .bh__table_header p { color: #ffffff; font-family:'Roboto',-apple-system,BlinkMacSystemFont,Tahoma,sans-serif !important; overflow-wrap: break-word; }</style><div class=beehiiv__body><div style="background-color:#ffe8fa;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"class=section><p class=paragraph style=text-align:left;><span style="color:rgb(34, 34, 34);font-family:Roboto, -apple-system, system-ui, Tahoma, sans-serif;font-size:0.8rem;">Digest #548 | </span><span style=font-size:0.8rem;><a rel="noopener noreferrer nofollow"class=link href=https://bensbites.com/pricing?utm_content=header-cta&utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Building with AI? Get Pro and join the community</a></span></div><p class=paragraph style=text-align:left;>Hey folks,<p class=paragraph style=text-align:left;>we’re working on a few things behind the scenes—one being <a rel="noopener noreferrer nofollow"class=link href=https://x.com/bentossell/status/1911796935985340648?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>the builders fund</a>; $100k, 12 months to go all-in on your ideas. Details coming soon. But if you’re an accredited investor that’s interested in backing the fund, email me <a rel="noopener noreferrer nofollow"class=link href=mailto:ben@bensbites.com target=_blank>ben@bensbites.com</a><p class=paragraph style=text-align:left;>subject: builder fund<p class=paragraph style=text-align:left;>body: first + last name, accredited (y/n), check size<p class=paragraph style=text-align:left;>Let’s get into it<hr class=content_break><h3 class=heading id=trends-news style=text-align:left;> 🔎 What’s Trending</h3><ul><li><p class=paragraph style=text-align:left;>ChatGPT wants to have <b>infinite memory</b>. <a rel="noopener noreferrer nofollow"class=link href=https://x.com/OpenAI/status/1910378768172212636?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>OpenAI claims</a> that it does now (at least for Pro users). They say improved memory in ChatGPT references all your old chats. But after many tries, I don’t think it works. Sure, saved memory snippets are time-aware, and ChatGPT’s “<a rel="noopener noreferrer nofollow"class=link href=https://x.com/karpathy/status/1910734302931017812?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>prophecies</a>” about you are even more believable. But try asking <a rel="noopener noreferrer nofollow"class=link href=https://x.com/Keshavatearth/status/1910626046736544135?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>anything specific</a> about an old chat, and it fumbles.<li><p class=paragraph style=text-align:left;>OpenAI also released <a rel="noopener noreferrer nofollow"class=link href=https://openai.com/index/gpt-4-1/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>three new models</a> on Monday—<b>GPT-4.1, 4.1 mini and 4.1 nano</b>. Only for devs, 1M context window, better than 4o and slightly cheaper.<ul><li><p class=paragraph style=text-align:left;>If I compare GPT-4.1 with Gemini 2.0 Flash, both models score roughly the same on <a rel="noopener noreferrer nofollow"class=link href=https://x.com/Keshavatearth/status/1911849681656705191?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>custom evals by Box</a>, but 4.1 is 20x more expensive. Nano is priced the same as Flash, but then the performance is much worse.</ul><li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://app.wordware.ai/lp?utm_source=tossel&utm_medium=angel&utm_campaign=triggers%20actions target=_blank>Wordware</a></b> (i’m an investor) now integrates with 2,000+ apps & data-sources. So you can connect your favourite apps, build AI agents, and let any trigger start automated flows that do actual work for you.<li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://www.canva.com/ai-code-generator/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Canva has a code generator now.</a></b> Well, it’s supposed to help designers build interactive snippets that they can use in their projects. Think something like Claude Artifacts, but you get a place to host/edit them in Canva.<li><p class=paragraph style=text-align:left;>A survey of 1K+ leaders found AI was effective—for some businesses. But what makes the difference? Businesses using more customized solutions like AI agents reported a much higher transformational impact. Even more so when using no code to build their own. <b><a rel="noopener noreferrer nofollow"class=link href=https://glideapps.com/ai-report-2025/?utm_source=newsletter&utm_medium=email&utm_campaign=bens-bites&utm_content=ad2 target=_blank>Read the report to learn more</a></b><b>.</b>*<br><span style=font-size:0.6rem;>*sponsored</span></ul><div style="background-color:#d9e8ff;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"class=section><p class=paragraph style=text-align:left;><span style=font-size:0.8rem;>Want to partner with us? Click </span><span style=font-size:0.8rem;><a rel="noopener noreferrer nofollow"class=link href=https://sponsor.bensbites.co/?utm_content=intro&utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>here</a></span><span style=font-size:0.8rem;>.</span></div><hr class=content_break><h3 class=heading id=top-tools style=text-align:left;> 🔬 Tiny experiment</h3><p class=paragraph style=text-align:left;>Last weekend, I exported my ChatGPT history and tried to visualize it. Turns out that 21% of all my chats are about coding. And, I edit every message I send to ChatGPT at least once on average.<div class=image><img alt class=image__image src=https://cdn.prod.website-files.com/66eeba0c7a01b10910c883da/67fe5f9773cf6fbd8373029a_image.jpeg><div class=image__source><span class=image__source_text><p>some other basic stats about my chatgpt usage</span></div></div><p class=paragraph style=text-align:left;>Here’s how I did it:<ul><li><p class=paragraph style=text-align:left;>generated a script with Gemini to get the complete schema of conversations.json (from the export)<li><p class=paragraph style=text-align:left;>added that schema to chat. Suggested a few analysis options and asked for more. <i>"How many chats contain code?"</i> was Gemini's suggestion.<li><p class=paragraph style=text-align:left;>asked Gemini to create the script in Python first. Reason: I've gotten better at debugging Python. Ran it locally, and it worked perfectly.<li><p class=paragraph style=text-align:left;>shared the text output with Gemini and asked it to rewrite the script in JS for Gemini’s Canvas. Gemini also had to figure out the best UI to represent this type of data.</ul><p class=paragraph style=text-align:left;>It took roughly 20 minutes. <a rel="noopener noreferrer nofollow"class=link href=https://gemini.google.com/share/b4359fdbe0f3?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Here's the canvas link</a>—if you export your data, you can run the same analysis by uploading conversations.json from the export. All the analysis happens in your browser, so none of your data is shared with anyone.<p class=paragraph style=text-align:left;><b>— by Keshav</b><hr class=content_break><h3 class=heading id=top-tools style=text-align:left;>⚙️ Top tools</h3><ul><li><p class=paragraph style=text-align:left;><b>Stay competitive</b> in an AI-driven workplace. Gain insights and <b><a rel="noopener noreferrer nofollow"class=link href=https://d3.harvard.edu/learning-programs-for-individuals/?utm_source=Ben%27s+Bites&utm_medium=newsletter&utm_campaign=Future+Proof+with+AI target=_blank>future-proof your career</a></b> with the Digital Data Design Institute at Harvard.*<li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://offdeal.io/tariffs?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Offdeal</a></b> spun up a tool to calculate the impact of Trump’s tariffs on your small business. Apple seems safe, but are you?<li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://mecagent.com/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Mecagant</a></b> - AI copilot for mechanical CAD software. If I may—a cursor for mechanical engineers.<li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://opennote.me/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Opennote</a></b> - Make AI teach you by drawing Feynman-like diagrams.<li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://pippit.capcut.com/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Pippit</a></b> - Capcut has a new name for its tool for generating short marketing videos with avatars.<li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://imagestyles.ai/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Image Styles</a></b> - Explore a variety of image styles generated by ChatGPT.</ul><p class=paragraph style=text-align:left;><a rel="noopener noreferrer nofollow"class=link href=https://news.bensbites.com/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>More tools →</a><br><span style=font-size:0.6rem;>*sponsored</span><hr class=content_break><h3 class=heading id=you-should-read style=text-align:left;><b> </b>🌐<b> </b>News flash</h3><ul><li><p class=paragraph style=text-align:left;><a rel="noopener noreferrer nofollow"class=link href=https://techcrunch.com/2025/04/10/mira-muratis-ai-startup-is-reportedly-aiming-for-a-massive-2b-seed-round/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Mira Murati</a> and <a rel="noopener noreferrer nofollow"class=link href=https://www.ft.com/content/792e09b2-f63b-41ac-8be8-e10e75ead2d1?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Ilya Sutskever</a> are both raising billions for their AI companies without any product.<li><p class=paragraph style=text-align:left;><a rel="noopener noreferrer nofollow"class=link href=https://x.com/boltdotnew/status/1910374840437010628?s=12&utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Bolt can now connect to Stripe</a>. The best way to validate an idea is to get people to put down their credit card, and this quick integration with Stripe will make creating landing pages to accept payments so easy.<li><p class=paragraph style=text-align:left;>Google is out there trying to <a rel="noopener noreferrer nofollow"class=link href=https://blog.google/technology/ai/dolphingemma/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>talk to dolphins</a>. They have trained a model that understands dolphin sounds and can mimic them too.<li><p class=paragraph style=text-align:left;><a rel="noopener noreferrer nofollow"class=link href=https://qz.com/linda-mcmahon-artificial-intelligence-ai-a-1-1851775785?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>US Secretary of Education</a> called AI “A-1” multiple times at an event. Maybe she just wanted some steak sauce, right?<li><p class=paragraph style=text-align:left;><a rel="noopener noreferrer nofollow"class=link href=https://www.forbes.com/lists/ai50/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>Forbes AI 50 </a>is an annual list of who they think are on top. It’s out and includes Cursor (Anysphere), Windsurf and Bolt (Stackblitz), etc.</ul><hr class=content_break><h3 class=heading id=you-should-read style=text-align:left;><b> </b>📜 You should read</h3><ul><li><p class=paragraph style=text-align:left;>An illustrated primer about the state of <b><a rel="noopener noreferrer nofollow"class=link href=https://voiceaiandvoiceagents.com/?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>voice agents in 2025</a></b>. Good resource to bookmark and read on slowly.<li><p class=paragraph style=text-align:left;><b><a rel="noopener noreferrer nofollow"class=link href=https://www.latent.space/p/sfcompute?utm_source=bensbites&utm_medium=newsletter&utm_campaign=bb-digest-disappointing-memories target=_blank>SF Compute</a></b>: Commoditizing compute to solve the GPU bubble forever.</ul><hr class=content_break><p class=paragraph style=text-align:left;>That’s it for today. Feel free to hit reply and share your thoughts. 👋<div style="background-color:#d9f9ba;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"class=section><p class=paragraph style=text-align:left;><span>Enjoy this newsletter? 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https://cdn.prod.website-files.com/66eeba0c7a01b10910c883da/67f79c4989dad06ec1a20eaf_Untitled%20-%202025-04-10T112217.744-p-1600.png 1600w, https://cdn.prod.website-files.com/66eeba0c7a01b10910c883da/67f79c4989dad06ec1a20eaf_Untitled%20-%202025-04-10T112217.744-p-2000.png 2000w, https://cdn.prod.website-files.com/66eeba0c7a01b10910c883da/67f79c4989dad06ec1a20eaf_Untitled%20-%202025-04-10T112217.744.png 2360w"alt class=blog_item-image loading=lazy sizes=100vw src=https://cdn.prod.website-files.com/66eeba0c7a01b10910c883da/67f79c4989dad06ec1a20eaf_Untitled%20-%202025-04-10T112217.744.png><div class=content-item_details-wrapper><div class=text-header><div class=heading-style-h5 fs-cmsfilter-field=title>Dear Ben… What is MCP (Model Context Protocol)?</div><div class=support-text-small>Building AI agents requires live data, action-taking, and memory – MCP provides a foundation for that world.</div></div><div class=hidden fs-cmsfilter-field=type>Guide</div></div></a></div><div 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