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Large Language Models & GenAI
Model releases, benchmarks, safety, prompts, and new use cases.
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A New Model Dropped. Don't Just Swap the ID.
16+ min ago (845+ words) The new model is out. The benchmarks look great. Your provider has already scheduled the sunset date for the one you are running. So you swap the model ID, run a few requests, see nothing obviously broken, and ship. I…...
Jev vs a 310M encoder I trained myself: 750 rows, three tasks, two different winners
35+ min ago (960+ words) One-line summary: A decision API wins when you have no labels; a small trained encoder wins when you have a few hundred — and which one wins on a given task is decided by the shape of the task, not by…...
We Label Every Security Claim on Our Site: Implemented, Experimental, or Not Claimed
34+ min ago (497+ words) Somewhere in the last decade, "end-to-end encrypted" stopped meaning anything. So we did something that felt commercially reckless: we labelled every single claim on the site as one of three things. Implemented — it's in the current build, testable by anyone…...
One Predicate, Two Meanings, Three Bugs: Building a Contradiction Resolver with the Sanity App SDK
43+ min ago (1264+ words) by shahbaz_ali. Built for the DEV × Sanity Challenge. #sanitychallenge When two of your company's... Tagged with sanitychallenge, sanity, devchallenge, ai....
Finding the right terminal in a room full of agents
1+ hour, 36+ min ago (395+ words) I don't lose terminals when they're running. I lose them when I come back. An hour ago I had five... Tagged with terminal, ai, devtools....
How Many People Use AI and For What Jobs?
21+ hour, 41+ min ago (477+ words) More than half of U.S. adults live in households that used AI tools in the last three months, according to Census Bureau research on AI. Based on the current population size, that's more than 145 million people. The household number is only…...
Who Decides the Tenant? A Small Rust Guard for AI Tool Calls
1+ hour, 34+ min ago (622+ words) I have been thinking about a fairly ordinary failure mode in AI-enabled SaaS products. A support... Tagged with rust, ai, security, showdev....
Where Do Chatbots Come From? What I Wish Everyone Knew About AI in 2026 — LessWrong
1+ hour, 59+ min ago (684+ words) LW disclaimer: This piece is aimed at people who don’t know much about how LLMs work; I think the discourse would be much better if more people knew…...
What Is Prompt Engineering?
1+ week, 2+ day ago (996+ words) Gina Marrs September 11, 2026 When AI first became part of our daily lives, it was introduced as the solution to many things, one of which was writing: a silver bullet to all your writing woes. From creating contracts to crafting corporate…...
Prompt engineering and other tips to prevent AI sycophancy
5+ day, 16+ hour ago (672+ words) One of the greatest disservices in human relationships occurs when one person tells another what they want to hear, regardless of the facts. This behavior is called sycophancy, and it occurs when someone tries to avoid conflict, protect others' feelings,…...