The Trillion-Parameter RL Paper Is Really About Letting the Model Find the Workflow
A practical read on Ring-Zero, zero RL at 1T parameters, and why the useful lesson is feedback loops over prompt scaffolding.
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July 16, 2026: OpenAI GPT-5.6 Leads Today’s Biggest AI News as Agents, Gemini, Apple & NVIDIA
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A plugin can pass validation and still fail after install
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Resources for reading, tools for acting: the MCP design choice most servers get wrong
Every tool you expose over MCP ships its full definition (name, description, JSON schema) into the...
Agentic Is Powerful. The Bill Is in the Tokens.
Agentic workflows are useful. The problem is how fast tokens pile up. A single do this can turn into...
Teaching a Qwen agent to forget
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My MCP Server Only Talks to APIs I Trust. That Doesn't Mean the Data Coming Back Is Trustworthy.
I built a small MCP server a while back — developer-presence, seven tools wrapping the GitHub REST...
My Commit Message Generator Kept Signing Its Own Work. Telling It Not To Wasn't the Fix.
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PM Albanese to unveil world-first artificial intelligence framework | 9 News Australia
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Building a Research-Grade AI Project as a Solo Developer: My Stack, Tools, and Workflow
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Building a production MCP server: How we made GoodBarber agent-ready (without the glue code)
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RE: https://flipboard.com/@futurism/future-society-q9o43qrjz/-/a-QV48wAkpRUiGbjq4fQ_Gew%3Aa%3A1737388686-%2F0....says th...
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AI Can Generate Code. The Harder Problem Is Deciding What to Build.
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Merge Concurrent Agent Patches by Base Commit and Hunk Ownership
A deterministic patch envelope prevents completion order from deciding how multiple coding agents modify one repository.
Reject Agent Tasks Before Queue Age Breaks the SLO
Build an admission controller from predicted wait time, task deadlines, and per-tenant concurrency instead of waiting for a full queue.