Models & Agents

Ep 60: Local builders can now treat markdown skill files as optimizable parameters with automated validation gates instead of manual tweaking.

11 min · 26. mai 2026
episode Ep 60: Local builders can now treat markdown skill files as optimizable parameters with automated validation gates instead of manual tweaking. cover

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Models & Agents Local builders can now treat markdown skill files as optimizable parameters with automated validation gates instead of manual tweaking. What You Need to Know: A new paper formalizes SkillOpt, using frontier models to propose bounded edits to markdown skills and accepting only those that improve a held-out validation set. Qwen3.5 and Qwen3.6 receive new uncensored and diffusion variants with detailed training notes for consumer hardware. ... AI Disclosure: This podcast is curated by Patrick but uses AI-generated voice synthesis for audio production.

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episode Ep 66: OpenAI’s model cracked an 80-year math problem by leaning on its native strengths in structured reasoning rather than brute force. cover

Ep 66: OpenAI’s model cracked an 80-year math problem by leaning on its native strengths in structured reasoning rather than brute force.

Models & Agents OpenAI’s model cracked an 80-year math problem by leaning on its native strengths in structured reasoning rather than brute force. What You Need to Know: OpenAI published a solution to a long-standing math problem that had resisted human efforts for decades. NVIDIA released a large open-source collection of physical AI agent tools and skills. ... AI Disclosure: This podcast is curated by Patrick but uses AI-generated voice synthesis for audio production. 📝 Full show notes, transcript & sources: read the episode page [https://nerranetwork.com/blog/models_agents/ep066.html] 🌐 Part of the Nerra Network — explore every show at nerranetwork.com [https://nerranetwork.com].

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