Supervision for Super-intelligence

Joined January 2026
Photos and videos
Overmind retweeted
this friday in SF we're putting $50K on the table. join us at @awscloud for a full day of building agents that actually execute. research agents that go 10 layers deep. support systems that resolve issues end to end. pipelines that run themselves. 🏆 $50K inclusive of prizes, credits, and $6500 cash 📅 march 27 🎟️ in-person | teams of 4 max | limited spots registrations close thursday. apply below 👇
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Overmind retweeted
Fine tuned SLMs ftw @OvermindLab
Larry Ellison $ORCL highlighted something critical: models like ChatGPT, Gemini, Grok, and Llama are all trained on largely the same public internet data. When everyone trains on the same information, models inevitably converge. That’s why AI is moving toward commoditization. The real moat isn’t the model itself. It’s the proprietary data behind it. Companies that can train on exclusive datasets gain an advantage competitors can’t replicate. Having data that no one else has will allow you to dominate your market.
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We just open-sourced NERPA — a 340M parameter model that outperforms AWS Comprehend at PII detection. 🧵
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We built this because we needed context-aware PII detection in agent execution traces. Every off-the-shelf option either couldn't handle the granularity or required maintaining a separate model per entity schema.
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Today we're announcing £2M in funding led by Osney Capital, with participation from @14PeaksCapital, PortfolioVentures, @AntlerGlobal , and EnduranceVentures 🧵
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5/ We're working with teams deploying agents in regulated environments - fintech, healthcare, legal - where failure isn't an option. One of our design partners has boosted performance 25% and cut inference costs 66%.
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6/ This is supervision for super-intelligence. If we want to see an agentic world, someone has to build it. overmindlab.ai
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