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Two Pools, One Record: The Architecture of a Memory Engine for AI Agents
Personal memory and project memory, joined by a pointer. Async writes, three read depths, time as a first-class citizen, and memory that grows skills. The blueprint, with the honest line between desig...
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A GPU-Poorâs Guide to Local LLM Inference in 2026
MoE math. KV cache quants below q8_0. MCP-based tooling. Worked example: a 35B Mixture-of-Experts on 6 GB of VRAM. What works on consumer hardware right now if your GPU is in the 4 to 12 GB VRAM band...
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Why Microsoft Trained MAI-Thinking-1 Without Synthetic Data
The useful lesson is not only that Microsoft released a reasoning model. It is what the team says it filtered out, avoided, and refused to⌠Continue reading on Towards AI
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