Clef: Open-source decision models, and new RL fine-tuning platform
Article URL: https://blog.cloudflare.com/clef-decision-models/ Comments URL: https://news.ycombinator.com/item?id=49923692 Points: 218 # Comments: 78
Hacker News11 min read
vLLM
256 stories
Decode-Latency Feedback Prefill: A Model-Free Controller and Its Generalization Limits
Concurrent autoregressive inference creates a fundamental interference problem: prefilling a newly arrived long prompt can delay tokens for requests that are already decoding.
arXiv - cs.AI2 min read
Evaluation Awareness in Small(ish) Models
TL;DRWe seek to identify open source reasoning models which are both small enough for white-box interpretability and display evaluation-gaming behavior.
LessWrong7 min read
OpenClaw Free Models List (2026): 5 Tested and Ranked
The free models that actually work with OpenClaw, tested: Gemini Flash, Qwen on Groq, local Ollama models, OpenRouter free tier and what to skip.
BetterClaw Blog23 min read
Cohere’s faster query model barely dents retrieval quality in its tests
Cohere released Embed 5 on Wednesday, giving teams the option to index data with Embed 5 Pro and query those The post Cohere’s faster query model barely dents retrieval quality in its tests appeared first on The New Stack.
The New Stack - AI4 min read
Release 5.18.0
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. - Release Release 5.18.0 · huggingface/transformers
Transformers17 min read
A Ray-Focused Guide to PyTorch Conference North America
TL;DR In only a few weeks, PyTorch Conference North America 2026 will begin in San Jose, bringing together the open source AI community to share ideas and collaborate. If you’ve...
PyTorch Blog7 min read
Google finds vulnerability disclosures doubled as AI changes which flaws get discovered
A new report out today from Google LLC’s Google Threat Intelligence Group finds that monthly software vulnerability disclosures doubled between January and August.
SiliconANGLE5 min read
IQuest Research Open-Sources IQuest-Q1, a 320B MoE Model for Agentic Coding With 15B Active Parameters
IQuest Research released open weights for IQuest-Q1, a 320B sparse MoE with 15B active parameters built for command-line coding agents, with 512K context and 84.5 on CyberGym.
Pandaily2 min read
OpenAI DevDay 2026: Dots, 6.1 Sol, Ultrafast, Decisions API, Agents API, Spaces, Marketplace, and 1.2 Billion ChatGPT WAU
Today is the 20 year anniversary of Sam Altman’s first startup, and fittingly OpenAI the consumer AI company is so back (as is OpenAI the AI Cloud and OpenAI the Enterprise and Coding Definitely Not Anthropic Hyperscaler), with Dots — their voice-enabled answer to Instinct and Muse, ChatGPT Spaces…
Latent Space12 min read
How to Diagnose and Fix AI Inference Latency on Kubernetes
It's Thursday, around quarter past two. Your team shipped an internal assistant two weeks ago. The demo went well enough that someone in finance asked whether it could read contracts. Word spread. Tod
freeCodeCamp — Artificial Intelligence18 min read
One Harness, One Agent, Three GPUs: Running Qwen on a DGX Spark, an RTX 5090, and a Radeon R9700
Three machines, one model, one agent. A field report on what actually changed, and what I’d keep if I started over.
Towards AI43 min read
「案件創出→商談の進行まで」をAIエージェントが実行！ セールスフォースが描く、 営業活動自動化の未来
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ITmedia AI - Japan6 min read
Inference Engines explained in 10min..
Try Zapier: https://bit.ly/4yVvOtV Zapier helps you build custom automation and we're looking at how Zapier CLI can help me build news scanner app that keeps me up to date with AI.
Caleb Writes Code
Lower the Cost of Building and Running Visual AI Agents with NVIDIA VSS Blueprint 3.3
Vision-language models have made it possible to build visual AI agents that understand video at production scale. The harder problem is turning that capability...
NVIDIA Developer Blog9 min readOpenAI paused its most capable models after an agent slipped out through DNS. Your agent's walls are network rules, and network rules leak.
Today's haul: 16 tools · 14 resources · 20 reads · 20 numbers · 35 things that happened. Every tool, resource and read below has a working link. No link, no listing.
MakersClaw Blog17 min read
Opus 5.5 is good at explainer videos
Checking in on Opus 5.5 ~1 week after launch. It's the #1 model in share of spend and share of tokens among Anthropic models on OpenRouter Switching from Opus 5 has been particularly rapid
Latent Space21 min read
Gemma 4 vs Qwen 3.5, 3.6 and 3.8: Every Size Compared
Gemma 4 vs Qwen 3.5 at every size, 0.8B to 397B, plus where Qwen 3.6 and 3.8 27B fit. Benchmarks, VRAM needs, and the right pairing for your hardware.
BetterClaw Blog15 min read
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