Run a vLLM Server on HF Jobs in One Command (huggingface.co)
Run a vLLM Server on HF Jobs in One Command It's the quickest way to stand up a model for tests, evals, or batch generation. (If you're after a managed, production-ready service instead, that's what Inference Endpoints are for — more on wh…
Can a small group of volunteers shape how AI systems discuss animal welfare, just by editing Wikipedia? We show that they can.
[AINews] OpenAI reports median internal Codex output tokens grew 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal since November 2025. It's happening.
We introduce Autodata, a general method that enables AI agents to act as data scientists who build high quality training and evaluation data. We show how to train (meta-optimize) such a data scientist agent, so that it learns to create eve…
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448 items
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Anthropic MythosAnthropic's new update, Claude Mythos, has garnered attention from top AI security researchers like Carlini, who found numerous bugs. The update is noted for its speed and effectiveness, with Anthropic identifying a significant security flaw in FFmpeg and quickly submitting patches.
- 1h Chinese cybersecurity company claims it's built a better-than-Mythos bug finder
- 15h Anthropic says Alibaba must be punished for largest Claude cloning attack
- 18h GLM-5.2, not Mythos, is the real security emergency
- 19h China's 360 says it has developed tools to match Anthropic's Mythos
- 20h China claims to have developed AI 'cyber nuclear weapon', matching Mythos
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CopilotMicrosoft is keeping its Copilot tool for Windows 11 but renaming it, while issues with rate limits and a security proxy have sparked concerns among users of GitHub Copilot. Meanwhile, Anthropic released a report on agentic coding trends, highlighting that developers use AI in about 60% of their work.
- 1h Evaluating performance and efficiency of the GitHub Copilot agentic harness
- 10h Show HN: DeepSeek Flash inverted the economics of agent products
- 14h What Agent for my personal needs?
- 18h Using Microsoft Copilot Enterprise, 80% of time the AI falsified results or code
- 1d Show HN: Git-temp (local scratchpad for AI agents that won't clutter Git status)
Take a moment and ask for sources (www.reddit.com via reddit)
When asking Claude about more philosophical topics, take a moment to ask for articles or sources, and click them. Reading a full article about a topic will take you around angles you'll probably not get to on your own...
In February 2024, Notion bought Skiff, an encrypted email and productivity software startup. Within a year, Notion shut down Skiff’s email service (taking @skiff.com email addresses with it).
Doctor and immunologist Derya Unutmaz has been interested in artificial intelligence for years. But his “aha” moment came in late 2025, when GPT‑5 Pro helped him and his lab revisit a three-year-old puzzle centered on a special type of imm…
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239 items
model roundup
Opus 4.8Claude AI has released Opus 4.8, an upgrade to their Opus class of models available in version 2.1.154 of their software on March 16, 2023, which includes enhanced coding and professional task capabilities along with improved judgment and honesty. Users are reporting usage resets following the update.
- 2h How do you guys manage context and sync two AI models without maxing out the context window instantly?
- 5h Is there a better way to generate a knowledge base for a multi-module repo?
- 5h AI adoption and the Goodhart's law
- 11h What have I done? How to fix it?
- 14h LFM2.5 230M running in-browser at 1,400 tok/s using custom WebGPU kernels
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Fine TuningFine-tuning is a hot topic in the AI community, with various projects and releases focusing on it. Notable examples include OpenAI's decision to wind down its fine-tuning API, Anthropic co-founder Jack Clark's prediction that AI research could become automated by 2028, and several new datasets and models released for fine-tuning purposes.
- 12h Tracing a silent-corruption bug in differentially private LoRA fine-tuning
- 1d Accelerating Transformers Fine-Tuning with NVIDIA NeMo AutoModel
- 4d Fine-Tuning and Deploying LLMs on Mobile:F/b to learnings
- 8d Beyond LoRA: Can you beat the most popular fine-tuning technique?
- 9d The Guide to Fine-Tuning LLMs
Translating Pandas to Polars using LLMs (pola.rs via hn)
For a growing number of developers, the first Polars they ever see was written by a language model. Some just ask them for advice on how to tackle certain transformations, while others haven’t programmed a Polars query themselves in months.
[AINews] Claude Tag: Multiplayer, Proactive, Persistent Agents in Slack (www.latent.space)
[AINews] Claude Tag: Multiplayer, Proactive, Persistent Agents in Slack Claude finally gets a Slackbot upgrade We have covered the Age of Async Agents on the podcast: There has been a wave of companies building their own background agents…
How agents are transforming work (openai.com)
Agentic AI changes the unit of knowledge work from single interactions to delegated, long-horizon tasks. Chatbot interactions are often short and self-contained.
- When AI Agents Do the Work, What Do We Lose? (milvus.io via hn)
- Future of Work with AI Agents (futureofwork.saltlab.stanford.edu via hn)
- LLMs and Agents: How do they Work? (mattrogish.com via hn)
Anthropic Alleges Largest-Ever Claude Distillation Attack by Alibaba (twitter.com via hn)
SITUATION DETECTED: Anthropic has disclosed to the U.S. Government that Alibaba executed the largest known distillation attack on Claude to date, generating 28.8 million exchanges through nearly 25,000 fraudulent accounts between April and…
- Anthropic Accuses Alibaba of Largest AI Distillation Attack: 28.8M Fraudulent (yipzap.com via hn)
- Anthropic accuses Alibaba of largest distillation attack to date (www.cnbc.com via hn)
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Tool UseSeveral new AI tools focused on tool use have been released recently, including Needle, a 26M parameter function-calling model, and enhancements to Claude Code for full software development lifecycle management. These tools aim to improve efficiency in coding workflows involving shell commands and multi-step iterations.
- 2d Show HN: AI Use Disclaimer
- 2d Am I the only one uncomfortable letting Claude directly call production APIs?
- 3d Gorilla: Large Language Model Connected with APIs
- 9d How Inference Compute Shapes Frontier LLM Evaluation
- 13d Went through everything on Anthropic Academy so here's what's actually worth doing
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SecurityOpenAI has released GPT-5.4-Cyber for testing as part of its Trusted Access for Cyber Defense program, aiming to compete with Anthropic's Claude Mythos in the cybersecurity domain. Meanwhile, concerns are rising over the potential risks associated with advanced AI models like Mythos, prompting calls for improved defenses before wider releases.
- 12h Snyk Finds Prompt Injection in 36% of Payloads in a ToxicSkills Study
- 1d Same flaw, opposite verdict: what counts as a vulnerability in AI agents?
- 1d Show HN: Lelu – gate OpenAI agent actions on confidence and prompt injection
- 1d Has anyone else seen Claude report a prompt injection attempt like this?
- 1d Web-Based Indirect Prompt Injection Observed in the Wild
What if plants could talk? (OpenAI YouTube) [video] (www.youtube.com via hn)
About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC
We propose agentic automata learning to evaluate the extent to which tool-calling LLM agents can uncover hidden environments through interaction. In our setup, an agent should uncover a hidden deterministic finite automaton (DFA) by intera…
We got local models to triage the OpenClaw repo for FREE!* (huggingface.co)
I made a Claude Code session manager for tmux (www.devas.life via hn)
I made a Claude Code session manager for tmux Hi, it's Takuya. I'm happy to introduce a tool for managing multiple Claude Code sessions in tmux.
- Claude Code Manager (www.reddit.com)
- Claude Code Manager (www.reddit.com)
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event
GlmRecent developments in the AI space highlight significant advancements from Chinese companies, particularly Zai's upgrade of GLM-5.1, which has shown substantial improvements. Meanwhile, there are concerns about a widespread intelligence drop across various models and discussions around the potential openness of leading AI projects like GLM 5.1.
- 12h GLM-5.2 (Max) API Provider Benchmarking and Analysis
- 14h GLM 5.2 is unbelievably dumb
- 16h Claude Max vs Codex Pro or both combined?
- 17h GLM 5.2 on consumer hardware
- 1d GLM-5.2 matched Claude Opus on 45 terminal-bench coding-agent tasks at less than half the cost (full methodology + failure transcripts inside)
A longstanding goal of research on interpretable deep learning is to replace opaque neural computations with human-meaningful symbolic descriptions. In this paper, we propose an approach for approximating the behavior of components of deep…
Temporary Cloudflare Accounts for AI agents (simonwillison.net)
21st June 2026 - Link Blog Temporary Cloudflare Accounts for AI agents (via) The announcement says this is "for AI agents" but (as is pretty common these days) the AI hook isn't really necessary, this is an interesting feature for everyone…
- Temporary Cloudflare Accounts for AI Agents (blog.cloudflare.com via hn)
Build real agentic apps using CUGA: two dozen working examples on a lightweight harness TL;DR — Building an agent is mostly plumbing: tools, state, guardrails, scaling from one agent to many. CUGA (pip install cuga), short for Configurable…
MCP Authorization with Dynamic Client Registration (blog.christianposta.com via hn)
This is a bonus post following on from my Understanding MCP Authorization three part series covering building (and understanding) an MCP HTTP based server and implementing the MCP Authorization spec (2025-06-18). In the previous series, we…
ChatGPT Enterprise and Codex available to all Samsung Electronics employees in Korea and all Device eXperience (DX) employees worldwide Samsung’s global deployment is one of OpenAI’s largest enterprise launches ever Samsung Electronics to…
Large Language Models (LLMs) achieve strong performance on reasoning tasks, but whether this reflects faithful logical inference or heuristic approximation remains unclear. We study this question in legal entailment by comparing three para…
I feed my coding agent JSON instead of screenshots (slimsnap.ai via hn)
Why I feed my coding agent JSON instead of screenshots Claude Code can read images. So can Cursor.