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News
AI Agent Memory: Sliding Windows, Summaries, and Vector Storage
38+ 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
6+ 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.
20+ 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
11+ 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
21+ 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…...
Inside online AI selfie boom: Hidden cost of viral AI image trends explained
12+ min ago (667+ words) If we roll back a few years, then the trend we had was an image filter that gave you dog ears and a wagging tongue on Snapchat. But today AI can reimagine your face, clothes, surroundings and even your identity…...
Oracle to Spend an Additional $700 Million on More Job Cuts
1+ day, 3+ hour ago (29+ words) Oracle Corp. increased the scale of its planned job cuts while the company grapples with a cash crunch tied to development of large-scale data centers for artificial intelligence work....
I tested 31 MCP servers for contract compliance. Only 3% passed.
16+ min ago (305+ words) MCP is JSON-RPC over stdio / Streamable HTTP with bidirectional notifications. Normal HTTP chaos tools don't speak it. And even when you test an MCP server, you usually test your agent, not whether the server's contract protects you. Real failures I…...
AI Is Already Better at Coding Than Most Developers. So Why Would a Company Still Hire You?
16+ 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…...
Hong Kong homes flattened for US$28 bn high-tech hub
24+ min ago (1219+ words) Why organizations are moving past full digital sovereignty Musk threatens legal action over documentary ‘They’re playing with our lives’: AI researcher quits Anthropic The great AI hiring reversal: Why companies are rediscovering the value of skills intelligence Europe eyes battle…...