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HDD Firmware Hacking 38 by jsploit | 1 comments on Hacker News.

GitHub Actions issued GitHub_TOKEN disclosure in GitHub Actions logs 15 by damienwebdev | 2 comments on Hacker News.

Twin brothers wipe 96 government databases minutes after being fired 76 by jnord | 30 comments on Hacker News.

Show HN: Statewright – Visual state machines that make AI agents reliable 11 by azurewraith | 0 comments on Hacker News. Agentic problem solving in its current state is very brittle. I fell in love with it, but it creates as many problems as it solves. I'm Ben Cochran, I spent 20+ years in the trenches with full-stack Engineering, DevOps, high performance computing & ML with stints at NVIDIA, AMD and various other organizations most recently as a Distinguished Engineer. For agents to work reliably you either need massive parameter counts or massive context windows to keep the solution spaces workable. Most people are brute forcing reliability with bigger models and longer prompts. What if I made the problem smaller instead of making the model bigger? I took a different approach by using smaller models: models in the 13-20B parameter range and set them to task solving real SWE-bench problems. I constrained the tool and solution spaces using formal state machines. Each state ...

Can Someone Please Explain Whether Cloudflare Blackmailed Canonical? 90 by speckx | 40 comments on Hacker News.

Students Boo Commencement Speaker After She Calls AI Next Industrial Revolution 69 by cdrnsf | 40 comments on Hacker News.