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News
I Sell Memory APIs. I'm Also Building the Benchmark. Here's How I'm Trying Not to Rig It.
6+ min ago (795+ words) Hey everyone. This time I'll go through what got me started on this benchmark, and the core of how it's actually built. All numbers below are from the current build. Nothing is final yet, so some of them will have…...
AI Agent Memory: Sliding Windows, Summaries, and Vector Storage
1+ hour, 11+ min ago (623+ words) The agent we built in Post #4 has one big problem — the moment the script ends, it forgets everything. Next time you run it, it starts from zero. No memory of past conversations, no retained facts, nothing. For a quick experiment…...
The more aggressive matmul kernel lost to the register budget
44+ min ago (171+ words) The WebGPU matmul sweep started with a naive kernel, then added 16 by 16 workgroup tiling and a 4 by 4 output block per thread. At a 2048 cubed matrix size, the measured time moved from 47.24 ms for the naive kernel to 17.23 ms for tiling…...
AI Safety and Alignment: Building Trustworthy Agents That Do Not Fail You
1+ hour, 27+ min ago (19+ words) The... Tagged with ai, safety, alignment, ethics....
Multi-Modal AI: From Text to Vision and Beyond — The Unified Future
1+ hour, 27+ min ago (18+ words) The... Tagged with ai, multimodal, vision, machinelearning....
Designing a deterministic browser-side photo analysis flow
2+ hour, 9+ min ago (196+ words) While building a small browser-based facial-proportion tool, I found that a few engineering choices matter more than adding another model. The pipeline starts with 478 detected facial landmarks and derives four displayed proportions: harmony, symmetry, eye area, and jawline. The important…...
When a Zero-Parameter Cache Overtakes a Transformer
2+ hour, 15+ min ago (574+ words) The question this series exists to answer, put in a form that can be measured: a transformer sees a fixed 64-token window, a count table over the current document sees the whole document, and as documents get longer, how much…...
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
2+ hour, 51+ min ago (524+ words) At 2026-09-12 01:20:47, my AI-driven crypto trading system was milliseconds away from executing a leveraged long position on NEARUSDT. The Large Language Model (LLM) had just outputted a definitive, structured JSON decision: FINAL_RULING=PROCEED. By all traditional algorithmic metrics, it was a green light....
The reply-length check existed for three weeks. The batch a human flagged never touched it: guarding the wrong path
2+ hour, 58+ min ago (339+ words) On 2026-09-05 the owner of our shop looked at three replies the agent was about to send and asked a... Tagged with ai, programming, devtools, claude....
Recursive CTEs: How SQL Secretly Learned to Loop
3+ hour, 10+ min ago (454+ words) Ask a SQL query to find "all employees under this manager," and things get ugly fast if you don't know how many levels deep the org chart goes. A regular join handles one level. Two joins handle two levels. Nobody's…...