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Discovering Concept-Editing Algorithms with LLM Agents
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Your Scaffold Will Be Gamed
Here is a fact that should bother you more than it does: in a 2026 audit of 1,968 tasks drawn from five different terminal-agent benchmarks, 323 of them — sixteen percent — could be passed by a frontier model without solving the task at all. Not by being clever about the problem. By being cleve...
Loop Engineering Registry and Runtime no code
1 points, 1 comments on Hacker News
Signal: A draft UX framework for LLM-based systems
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Show HN: Voice-to-SQL – ask a database in plain English (LLM → SQL)
I built this and it is open source. You ask a business question in plain English and an LLM (Llama 3. 3 70B via Groq) turns it into SQL and runs it against a sample SaaS database — read-only, SELECT only.
Pollux – a natively vector quantized LLM with 0.76 bits per parameter
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