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Large Language Models & GenAI
Model releases, benchmarks, safety, prompts, and new use cases.
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Latest in Large Language Models & GenAI
The CEO of HCLTech on Pivoting for the AI Era
6+ hour, 54+ min ago (75+ words) When gen AI emerged, HCLTech recognized that it would fundamentally alter the economics of IT services, breaking the traditional link between revenue growth and workforce expansion. CEO C. Vijayakumar responded by driving an enterprisewide transformation centered on mindset change, aggressive investment…...
GPT-6 Astra Solves a Decade-Old Math Problem, Proves the Core Always Exists
23+ hour, 29+ min ago (1369+ words) Just now, the world’s top AI math benchmark, FrontierMath, reached a milestone. A major open mathematical problem, unsolved since 2017, has been officially solved by GPT-6 Astra in collaboration with three human researchers! Even more bizarrely, this problem was originally set…...
GLM-5.3-Flash Explained: The 320B Open-Weight Model With an 18B Brain and a 1M-Token Memory (2026)
51+ min ago (651+ words) At a glance — Last verified: 2026-09-03 In one sentence: it is a 320-billion-parameter open-weight Mixture-of-Experts model from Z.ai that uses only 18 billion active parameters per token, reads text, images, video, and files natively, and holds a one-million-token conversation in a…...
When AI Agents Hammer tools/list: Building a Caching-Aware MCP Server (SEP-2549)
1+ hour, 6+ min ago (555+ words) Part 2 of 2. Part 1 covered statelessness; here I tackle caching. This isn't hypothetical. When I pointed GitHub Copilot CLI at my server, it fired nine tools/list calls in ~40 seconds in one short session — plus repeated re-initializes. That's the storm SEP…...
Techmeme: Aided by AI, young people in China launched 7M+ one-person startups in 2025 to escape a bleak job market, up ~42% from 2024, as they face fierce competition (Wall Street Journal)
1+ hour, 32+ min ago (12+ words) Top news and commentary for technology's leaders, from all around the web....
A Determinism Check Has to Leave the Process
1+ hour, 36+ min ago (1536+ words) Code: Megapixel99/nondet The obvious way to check whether a Python function is deterministic is to call it twice and compare. I wrote that check, and it is blind to the commonest source of nondeterminism in the language. String hashing is…...
[Explanation] Shiseido Reduces Raw Material Exploration by 95% with AI Agents｜Yoshi_it
2+ day, 16+ hour ago (910+ words) Shiseido has successfully utilized autonomous AI agents to reduce the time required for exploring cosmetic raw materials by approximately 95%, from an average of 60 minutes to 3 minutes. This achievement is backed by the digital transformation of the entire research and development…...
A New Model Dropped. Don't Just Swap the ID.
1+ hour, 48+ 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
2+ hour, 8+ 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
2+ hour, 7+ 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…...