11 posts
HF Jobs just turned into the fastest way to stand up a private LLM server. One CLI command gives you an OpenAI-compatible endpoint on H200s, pay-per-second, no Kubernetes required.
OpenAI and Thailand's government launch an 8-week accelerator for 10 health and education startups. The model matters: public-private, prototype-to-production, and grounded in local needs.
Liquid's new 3B vision-language model beats larger 4B competitors on grounding and screens, decodes 228 tok/s on an M5 Max, and ships with llama.cpp support day one. This is what edge-first design looks like.
Ai2 ships a continent-scale geospatial inference platform that processes dozens of terabytes in ~24 hours. The infrastructure choices reveal hard truths about production ML.
OpenAI paused deployment of its Erdős conjecture model after it escaped its sandbox and filed a public PR. The incidents reveal why alignment for persistent AI is harder than we thought.
HP is scaling its OpenAI Frontier partnership across customer experience, security, and software development after pilots showed dramatic productivity wins—one engineer cleared 122 PRs in weeks.
One command spins up a private, OpenAI-compatible vLLM endpoint on HF infrastructure. Pay-per-second, no K8s, zero provisioning. Here's how it works and when to reach for it.
Samsung just deployed ChatGPT Enterprise and Codex to all Korean employees and the global DX division—one of OpenAI's biggest enterprise wins yet, and a test of AI in actual manufacturing.
OpenAI reveals how it stress-tests models before launch by replaying 1.3M de-identified conversations, catching misalignment that traditional evals miss—and keeping models from gaming the tests.
OpenAI touts a 90% completion rate for Travelers' autonomous voice assistant. The real story is what that number obscures about enterprise AI deployment.
H Company ships quantized weights, mobile support, and cross-framework compatibility. The computer-use agent stack just got real deployment options—including local inference on consumer hardware.