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News
AI Agent Memory: Sliding Windows, Summaries, and Vector Storage
55+ 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…...
Learning from first principles
23+ min ago (431+ words) Enterprises and large coorporations manage tens of millions of requests daily. what this implies is that the need for deep understanding of systems and engineering foundations in becoming increasingly important. people like to say things like Coding is Solved or…...
The best coding agent still gets ~6 in 10 changes wrong. That is your review load.
38+ min ago (244+ words) While tech review articles argue about what PR length is safe to let an agent produce, the review problem is set by a simpler number: how often the agent is wrong. Specific Labs' Real-SWE benchmark, published September 2026, runs frontier agents…...
The more aggressive matmul kernel lost to the register budget
28+ 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…...
Your Own Agent Roadmap — From Safety Net to Autonomous Discovery
39+ min ago (564+ words) The state where memory (Chapter 3), hook gates (Chapter 4), and the auditor (Chapter 6) are in place. The AI hasn't become more capable — what's been built is an environment where it's hard to be wrong. Graduation criteria: the recurrence rate of the…...
AI Is Already Better at Coding Than Most Developers. So Why Would a Company Still Hire You?
33+ min ago (1385+ words) AI can write a React component in seconds. It can create an API, design a database schema, write tests, explain an unfamiliar codebase, debug an error, refactor a function, and generate documentation before you've finished your coffee. And it's getting…...
Second brain ที่ไม่ใช้ vector DB, บทเรียน 736 ดาวจาก PM Brain
1+ hour, 7+ min ago (95+ words) โดย Nokka (นก-กา) | 12 กันยายน 2026 ปาเวล ฮูรึน เปิดซอร์สโปรเจกต์ชื่อ PM Brain (พีเอ็ม เบรน) เมื่อเดือนพฤษภาคม 2026 ตอนนี้มี 736 ดาวบน GitHub และ 152 ฟอร์ก [2] ไม่มีเวกเตอร์ ไม่มี embedding แค่โฟลเดอร์ Markdown ธรรมดา…...
AI Safety and Alignment: Building Trustworthy Agents That Do Not Fail You
1+ hour, 11+ 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, 11+ min ago (18+ words) The... Tagged with ai, multimodal, vision, machinelearning....
DeepSeek R1: The Open-Source Reasoning Revolution That Changes Everything
1+ hour, 11+ min ago (16+ words) The... Tagged with ai, deepseek, moe, reasoning....