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News
Deep Dive into Mixture of Experts: From 1991 to DeepSeek-V3
36+ min ago (738+ words) Every major LLM lab is in a conundrum today, deliberating between scale vs cost. Making a dense model... Tagged with ai, llm, deepseek, google....
Learning to Build with LLMs the Framework-Free Way
1+ hour, 4+ min ago (367+ words) Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your... Tagged with ai....
Swapping every model in a RAG
57+ min ago (44+ words) In the comparison articles (part 1 and part 2) I put my own RAG against five other systems. The... Tagged with ai, rag, llm, python....
Microsoft paper improves AI agent memory accuracy, cuts costs by half
2+ hour, 25+ min ago (408+ words) A new environment-probing technique lets AI agents fact-check their own memories before storing them, nearly doubling accuracy on key benchmarks. Microsoft logo (public domain) via Wikimedia Commons A paper submitted on September 10, titled “Grounding Agent Memory: Environment-Probing Curation for Enterprise…...
Why Giving AI Agents More Context Can Make Them Worse
1+ hour, 31+ min ago (919+ words) Most AI agent demos start with the model. We ended up spending far more time thinking about what gets put around the model. I run 23 holiday lets and have been building AI agents into the day-to-day operation. Guest messaging sounds…...
Support Vector Machines — How AI Finds the Widest Gap Between Classes
7+ hour, 18+ min ago (648+ words) Series 3, Part 5: ML Algorithms, Simply Explained Imagine you’re a security officer at an airport. Your job is to separate …...
LLM Inference, Explained: Prefill, Decode, and KV Cache
7+ hour, 18+ min ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
Whose Memory Is It? Building Multi-Tenant, Multi-Tier Memory for AI Agents (Part 4)
1+ day, 1+ hour ago (1782+ words) This is a 4-part series on how agents remember:building short-, medium- and long-term memory thatscales across users, agents, and kubernetes clusters. Alice and Bob both use our agent platform. On Monday, Alice worked on a support incident, and the…...
Every AI Tool Gives You the Same Result You’d Get From a Bad Prompt. Nobody Talks About That.
10+ hour, 26+ min ago (308+ words) There’s a pattern I’ve noticed across every AI tool I’ve used — text, images, music, doesn’t matter which one.Continue reading on Medium » Every AI Tool Gives You the Same Result You’d Get From a Bad Prompt. Nobody Talks About That....
Phase 2 of AI: When Intelligence Starts Scaling Itself
10+ hour, 31+ min ago (1541+ words) The first phase of AI was about building intelligence. The second is about what happens when intelligence becomes part of the mechanism that scales intelligence. For the last few years, the AI story has been remarkably simple. Build more data…...