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FLock.io
@flock_io
Not your models, not your AI
Replying to @flock_ioWe applied the same technology in healthcare: glucose-monitoring models trained across hospitals in the UK, where patients never share their records. The work expanded to South Korea, making it one of the first cross-jurisdiction federated healthcare modeling of its kind.We’re exploring what it takes to train healthcare AI models across continents — without moving a single datapoint. Our latest research shows how blockchain + federated learning (FL) can solve healthcare’s biggest challenge: data sharing. (we won a prestigious award for it) 🧵
- Replying to @flock_ioHow it works: farmers submit photos of climate-damaged crops. A custom AI model, trained on real data contributed by the local community, analyses the image to support insurance underwriting, while the insurance payout is settled instantly onchain. The full pipeline runsLast week marked the close of Cohort 2 of @UNDP_AltFinLab #SDGBlockchainAccelerator’s post-acceleration programme, with Cohort 3 on the horizon. Two featured projects came from FLock’s track, showing how blockchain and AI can improve public infrastructure and create real-world
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00:00 - Replying to @flock_ioA UN country office, or any public institution, holds highly sensitive datasets: beneficiary records, citizens' information, healthcare data, etc. Legally and ethically, this data must stay where it is, often locked in silos. So how do you train a useful AI model on that data?
- How can international institutions build trustworthy AI on sensitive data without giving up control of it? A comprehensive explanation of why federated learning matters from our founder and CEO @0x7SUN at the 9th UN Blockchain Talk, hosted by @UNDP_AltFinLab and @UN_Innovation.
00:00 - The first formal training task for @NousResearch's Hermes Agent is live on FLock AI Arena: an ultra-efficient SLM optimized for local AI assistant workloads. SFT is a great start, but RL will get you to the top of the leaderboard. We're gathering real-world prompts and agent
- No panels. No slides. No pitch decks. Just AI talks, drinks, rooftop views, and great vibes. Come hang with FLock and @encodeclub in London this June 18 🇬🇧 If you're building something with AI, crypto, and open innovation, let's connect 🥂
