First of many single person companies that will make a boatload of money due to AI.
BUSINESS
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Oracle Layoffs Boost NVIDIA as Datacenter Investments Reshape AI Market
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Oracle this week laid off tens of thousands to pay for its datacenters. Now getting blown up. Who wins? NVIDIA. What a f***ed up world we are living in.
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LLM Performance Depends on Engineering and Funding, Not Models
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🤪 🤪 For me the biggest reveal was that there is nothing special about the LLM. The engineering around it is what delivers the performance, which is directly correlated with funding $$. So if African GOVs want good performance & data security, just invest in local players 🤝 @timnitGebru (@dair-community.social/bsky.social) (@timnitGebru) This "careful" "AI Safety" company that just accidentally leaked its entire source code to the world is the one that African governments are entering into agreements with to include in infrastructures from health care to god knows what. theguardian.com/technology/2… — https://nitter.net/timnitGebru/status/2039795659990286656#m
→ View original post on X — @timnitgebru, 2026-04-02 20:25 UTC
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New York Times covers Matthew Gallagher’s AI billion-dollar company
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Here's the story about Matthew Gallagher's company in today's @nytimes: nytimes.com/2026/04/02/techn…
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Matthew Gallagher Builds AI-Powered Telehealth Company: $401 Million
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Matthew Gallagher used a suite of AI tools to create a telehealth company that generated $401 million in sales in its first full year. It's a great example of what I call The New Rules of Wealth. I'm launching a @MasterClass today so more people can learn how to use AI to rapidly launch and scale businesses. If you know someone who could benefit from this knowledge, feel free to send them this link: masterclass.com/erikb [Translated from EN to English]
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Flex and Priority Inference Now Available for Tier 2 and Tier 3 Projects
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This is available to Tier 2 and Tier 3 projects to start on most of our standard models! Hope this helps for folks trying to balance cost, reliability, and throughput! Read more: blog.google/innovation-and-a…
→ View original post on X — @officiallogank, 2026-04-02 20:03 UTC
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Gemini API Service Tiers: Flex and Priority Options Launch
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Today we are rolling out service tiers in the Gemini API! You can now (optionally) set "flex" or "priority". In the case of flex, this will save you ~50% on API costs (with lower reliability). In the case of priority, this will cost ~80% more but give you higher priority!
→ View original post on X — @officiallogank, 2026-04-02 20:03 UTC
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Unity Catalog Discover: Finding, Understanding, and Trusting Data
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As data estates grow, teams struggle to find, understand, and trust the right data.
— Databricks (@databricks) 2 avril 2026
The new Discover experience in Unity Catalog brings business context, trust signals, and access into one place.
With domains, intelligent curation, and governed access, users can discover data,… pic.twitter.com/8vB54yL3iFAs data estates grow, teams struggle to find, understand, and trust the right data. The new Discover experience in Unity Catalog brings business context, trust signals, and access into one place. With domains, intelligent curation, and governed access, users can discover data,
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LLM prompt injection fails on frontier models
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New report from us: Can you prompt inject your way to an “A”? As LLMs increasingly are used as judges, people are inserting AI prompts into letters, CVs & papers. We tested whether it works. It does on older & smaller models, but not on most frontier AI: https://
gail.wharton.upenn.edu/research-and-i
nsights/hidden-prompt-injections/
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Fixing Problems by Changing Reality Instead of Software
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at google this was known as "buying the gnome". there's like a billion tweets about this already but basically the story goes back in like 2005 or something they were building out their shopping search system, and it was working pretty well. except for the fact that if you searched for sneakers, the top result was a garden gnome. engineers were going crazy trying to fix the ranking bug, but eventually someone noticed that the gnome listing was on ebay, and there was only one of them, and it cost like $50. so they just bought the gnome and suddenly the listing was gone, problem solved. why bother fixing software issues when you can just change the world to fit your software instead? Tenobrus (@tenobrus) if you're about to release a model that you know has the ability to reveal zerodays in every commonly used open source project you could delay release for a few years or spend another ten billion on alignment RL. or you could just secretly fix all the zerodays yourself first. — https://nitter.net/tenobrus/status/2039744655856939150#m
→ View original post on X — @whiteafrican, 2026-04-02 19:25 UTC