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Aniket Giri • Peerlist

Korven is building identity infrastructure for autonomous AI systems.As AI agents begin executing actions across APIs, databases, and services, the internet faces a new problem: verifying who — or what — is allowed to act.Korven is developing AIP (Agent Identity Protocol), a cryptographic identity and authorization layer designed for AI agents.AIP gives every agent a verifiable identity and ensures actions are authorized before execution.With AIP:<ul><li>Every agent has a cryptographic identity </li><li>Every action is signed and verified before execution </li><li>Unauthorized actions are blocked in real time </li></ul>The goal is to make trusted autonomous systems possible.

korven

Three months ago, I spent 6 hours trying to follow LLM training tutorials. They were either too simple (toy examples) or too complex (assumed I had research labs).I just wanted to understand how these things work.So I built create-llm - the tool I wish existed.🎯 What it does:Train your own language model in 60 seconds. One command. No setup. Works on any laptop.🤔 Why it's different:It doesn't just scaffold code - it TEACHES you. It warns about overfitting, detects config issues, and shows you what went wrong.The nano template intentionally shows mode collapse with small data. Then you fix it. That's how you learn.📊 Early traction:- Live for 1 week- Active users already training models- Real-time bug reports and fixes- Working on M1 Macs, Linux, Windows🚀 What's next:Short term: multi-GPU support, better benchmarkingLong term: Cloud training platform (think Vercel for LLMs)Try it: npx create-llm my-first-llmI'll be here all day answering questions! Ask me anything about:- How to train your first model- Debugging overfitting- Scaling to larger models- Contributing to the projectThanks for checking it out! 🙏GitHub: <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://github.com/theaniketgiri/create-llm">https://github.com/theaniketgiri/create-llm</a>Twitter: <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://x.com/theaniketgiri">https://x.com/theaniketgiri</a>

Create-LLM

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Synthex solves the biggest challenge in healthcare AI: accessing quality medical text data. While real medical records are locked behind HIPAA regulations, our AI generates realistic synthetic medical text that's statistically similar to real data but completely privacy-safe.🏥 Generate realistic medical records instantly<ul><li>Clinical notes &amp; discharge summaries</li><li>Lab reports &amp; prescriptions</li><li>Patient intake forms &amp; medical correspondence</li><li>Multi-specialty medical text (cardiology, oncology, etc.)</li></ul>🔒 100% Privacy-Safe &amp; Compliant<ul><li>No real patient data used</li><li>HIPAA-compliant by design</li><li>Perfect for AI training &amp; research</li><li>Zero privacy risks or legal concerns</li></ul>⚡ Built for Developers &amp; Researchers<ul><li>Simple REST API integration</li><li>Batch processing capabilities</li><li>Custom medical specialties</li><li>Quality scoring &amp; validation</li></ul>Perfect for: Healthcare AI startups, medical researchers, pharmaceutical companies, health tech developers, and anyone building medical AI applications.