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…
Applied AI Implementation Engineer Freelance (news.ycombinator.com)
Open to Work I build production AI systems that add intelligence to processes. My work includes Closed-Loop AI-native systems, RAG, AI agents, agentic evaluations, guardrails, and enterprise integrations using Python, TypeScript, React, No…
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…
Can a small group of volunteers shape how AI systems discuss animal welfare, just by editing Wikipedia? We show that they can.
How agents are transforming work (openai.com)
- 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)
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).
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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.
- 2h Show HN: DeepSeek Flash inverted the economics of agent products
- 6h What Agent for my personal needs?
- 10h Using Microsoft Copilot Enterprise, 80% of time the AI falsified results or code
- 20h Show HN: Git-temp (local scratchpad for AI agents that won't clutter Git status)
- 1d Github Copilot: Changes to model selection for Free and Student plans
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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.
- 4h Snyk Finds Prompt Injection in 36% of Payloads in a ToxicSkills Study
- 19h Bad Epoll: The bug Mythos missed
- 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?
Anthropic Accuses Alibaba of Largest AI Distillation Attack: 28.8M Fraudulent ExchangesAnthropic Accuses Alibaba of Massive AI Model Extraction: Largest Distillation Attack to Date WASHINGTON— Anthropic sent a letter to U.S. officials accu…
- Anthropic accuses Alibaba of largest distillation attack to date (www.cnbc.com via hn)
[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…
Stop paying for the same file read twice (www.reddit.com via reddit)
Except it's not twice. Sumkar is an open-source context engine for AI coding agents.
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…
Florida sues OpenAI and CEO Sam Altman, claiming company hid ChatGPT risks (www.pbs.org via hn)
By — Associated Press Associated Press Leave your feedback Share Copy URL https://www.pbs.org/newshour/nation/florida-sues-openai-and-ceo-sam-altman-claiming-company-hid-chatgpt-risks-from-users Email Facebook Twitter LinkedIn Pinterest Tu…
- Florida sues OpenAI and CEO Altman, claiming company concealed serious risks (apnews.com via hn)
- Florida sues OpenAI and Sam Altman over marketing ChatGPT despite serious risks (fortune.com via hn)
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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.
- 4h Tracing a silent-corruption bug in differentially private LoRA fine-tuning
- 1d Accelerating Transformers Fine-Tuning with NVIDIA NeMo AutoModel
- 3d 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
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CoworkIssues with Claude Cowork have been reported, including errors and disruptions for some users on April 16, 2026. Additionally, Google has developed its own desktop Agent to compete with Cowork, while users continue to explore alternatives and troubleshoot bugs in the platform.
Claude AI's link handling and fix (www.foolquest.com via hn)
Brainstorming club. Creativity is more than merely any solitary individual trait or characteristic, but an often frustrated human social and intellectual stimulus appetite and struggle.
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…
We got local models to triage the OpenClaw repo for FREE!* (huggingface.co)
Free claude (www.reddit.com via reddit)
Hey Guys, So mainly I use calude for normal things in my D2D work, I use the free version as the price is very high for my local currency, is there a way to make me not repeat myself each time I start a new chat and is there a way to make…
- Claude FM (www.reddit.com via reddit)
- New to claude (www.reddit.com via reddit)
- New to Claude! (www.reddit.com via reddit)
+19 more
- Claude x Fusion with a free fusion version? (www.reddit.com via reddit)
- new on claude (www.reddit.com via reddit)
- Free Week of Claude Code (claude.ai via hn)
- effective free plan of Claude ???? (www.reddit.com)
- Claude 2.0 (www.reddit.com)
- claude limits on free tier (www.reddit.com)
- Claude FM (www.youtube.com via hn)
- New to Claude (www.reddit.com)
- Free Claude Dashboard - enjoy (www.reddit.com)
- Why does Claude do this? (www.reddit.com)
- Claude FM (www.reddit.com)
- Run Claude Code for Free (www.tianjerry.com via hn)
- What’s up, Claude? (www.reddit.com)
- Claude: (www.reddit.com)
- Claude + MS (www.reddit.com)
- Does claude AI have a free trial? (www.reddit.com)
- Claude.md (gist.github.com via hn)
- Help me on free Claude (www.reddit.com)
- What do you do with Claude? (www.reddit.com)
Codex-maxxing for long-running work (openai.com)
Skip to main content Research Products Business Developers Company Foundation(opens in a new window) Log inTry ChatGPT(opens in a new window) Research Products Business Developers Company Foundation(opens in a new window) Codex-maxxing for…
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…
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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.
- 7h Anthropic says Alibaba must be punished for largest Claude cloning attack
- 11h China's 360 says it has developed tools to match Anthropic's Mythos
- 12h China claims to have developed AI 'cyber nuclear weapon', matching Mythos
- 1d Naming convention?
- 1d Can an AI specialist explain why or what made mythos class models special?
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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.
- 1d 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
- 8d How Inference Compute Shapes Frontier LLM Evaluation
- 13d Went through everything on Anthropic Academy so here's what's actually worth doing
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…
Chinese A.I. Models Close the Gap with Anthropic and OpenAI (www.nytimes.com via hn)
paywalled
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)
Free and Open Source remarkable and unusual Ambient Audio Visual experience (alienconsumersciences.com via reddit)
Hi everyone - For a year I tried to realize this idea I had to algorithmically draw a field of cubes based on my observing how I do it as a person. I tried this with Perplexity, gemini and OpenAI.
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…
This isn't a PPT. Repo speaks (news.ycombinator.com)
• EvolutionEngine— L1-L6 autonomous evolution loop • MemorySystem— declarative/episodic/procedural, weighted • NightlyReview— metacognition proto • CodeSandbox— self-modifying code • TokenBudget / LiveStatus / KnowledgeFusion Hunyuan API +…