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News
Where LLMs Break on Data: Dates, Joins, and the Illusion of Understanding
7+ hour, 47+ min ago (1436+ words) Almost everyone who builds on top of a language model hits the same wall eventually. You ask it something that looks trivial …...
Real-Time AI Monitoring: Catching Model Drift Before It Costs You
7+ hour, 54+ min ago (499+ words) Then there’s the drift your own team introduces. Someone tweaks a system prompt to fix one edge case and shifts the distribution of every other output. A retrieval index gets rebuilt with a different chunking strategy. A fallback route that…...
Reinforcement Learning, Part 14: Imitation Learning — When There’s No Reward Signal at All
14+ hour, 49+ min ago (595+ words) Every part of this series so far assumed some reward signal exists — handed directly by the environment in Parts 1 through 5 and 8 through…Continue reading on Medium » Reinforcement Learning, Part 14: Imitation Learning — When There’s No Reward Signal at All Every part…...
Embedding Model Comparison 2026: You Are Optimizing the Wrong Line Item
14+ hour, 49+ min ago (1003+ words) OpenAI, Cohere and local models for production RAG, and why the switching cost decides more than the price per token. I want to make an argument that will sound wrong at first and I think holds up. For most production…...
Everyone Says Self-Hosting LLMs Is Taking Off. The Data Says Enterprises Are Running the Other Way.
18+ hour ago (552+ words) Search for “self-hosted LLM vs API” and you’ll find the same story repeated across dozens of …...
How I’d Learn LLMs in 2026: The Roadmap I Wish I Had as a Beginner
20+ hour, 45+ min ago (5+ words) “” is published by Yorn Rothy....
Context Engineering Inside the Harness: 4 Mechanisms That Beat Context Overflow and Goal Loss on Long-Horizon Tasks
1+ day, 9+ hour ago (263+ words) This article opens up that layer. Compaction, memory strategy, context budgeting, and todo-state are the machinery that turns a shallow loop into a deep agent. We look at how LangChain Deep Agents, Claude Code, Manus, OpenAI Codex, and Amazon Bedrock…...
🚀 Introducing Our Smarter AI Model
1+ day, 5+ hour ago (70+ words) 🚀 Announcing Our New AI Model Update! We’re excited to introduce a new update to our AI model, making it smarter, faster, and more efficient at handling operations and requirements. We’re continuously working on improving intelligence, fixing bugs, and enhancing overall…...
From Monolith to Modular: A Curated Guide to Blogging About Modern LLM Architectures The Fusion…
1+ day, 7+ hour ago (10+ words) Continue reading on Medium » From Monolith to Modular: A Curated...
Dario Amodei Really Needs to Watch South Park: A Realist Response to an Abstract Alarmist Essay
1+ day, 7+ hour ago (1729+ words) Myles Douglas Garvey, Ph.D. | Independent Researcher | September 13, 2026 Dario Amodei’s September 12th, 2026 essay, We Must Pace the Frontier, is a serious document. It essentially says we are all going to blow up and die. I am going to disagree with nearly every…...