The Problem I was tired of using multiple apps that were eating my system resources and killing my productivity. That's when I decided to build my own app.
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)
I made a free MCP server so your Claude can read Claude/Anthropic news and RAG (claudenews.online via hn)
Launch HN: Adam (YC W25) – Open-Source AI CAD Hey HN! I'm Zach from Adam ( https://adam.new/ ).
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…
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…
Coding agents have become a major mode of software engineering, but the benchmarks we use to compare them were designed in a pre-agent era: they collapse model, harness, and environment into a single end-to-end score, typically computed ag…
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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.
- 46m Enabling Claude Code to run code when its sandbox fails (windows only)
- 1h Claude Cowork + Nano Banana is insane for images
- 2h I stopped babysitting my AI: I gave my Claude Cowork project a brain and it started running the work. Open-sourced it.
- 3h Context Kit Management
- 3h Microsoft considers DeepSeek as OpenAI costs mount
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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.
MosaicLeaks: Can your research agent keep a secret? (huggingface.co)
MosaicLeaks: Can your research agent keep a secret? TL;DR Deep research agents increasingly combine private local documents with external tools like web retrieval, creating a privacy risk: an agent's external queries may leak sensitive inf…
Super AI Agentic Android App (BYOK) (news.ycombinator.com)
i am building an Agentic Android App (twent.xyz) that has: SOTA agentic memory + Knowledge Base to see Agent's memory, UI Automation, explain-what's-on-screen, Linux Ubuntu Terminal with Agent CLIs Supported, Connects to 1k+ tools, Infinit…
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…
Improving health intelligence in ChatGPT (openai.com)
Health is one of the most meaningful ways people use ChatGPT. Every week, more than 230 million people turn to ChatGPT for help with health and wellness questions: making sense of health information, understanding lab results, preparing fo…
What is Claude could see your entire marketing data? (www.reddit.com via reddit)
I have been building products for the past decade, bunch of them successful and a handful of failures. More often than not, failures are not due to the product but failing to market it well or not understanding the market well.
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…
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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 Sakana Fugu: A full multi-agent orchestration system
- 2h A New Competitor for Fable 5 and Mythos Preview: Sakana's Fugu Ultra Model
- 8h Anthropic's Mythos mess just keeps getting more complicated
- 9h Mythos cracked this, mythos cracked that. But have they actually attempted to do the same with Opus?
- 1d Brain the Size of a Planet: Are LLMs Thonking Too Hard?
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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.
- 3h GLM-5.2: Another open-source Chinese AI model has Silicon Valley's attention
- 4h GLM-5.2 Is the New Best Open Model
- 1d Genuinely impressed, almost shocked, at how good GLM-5.2
- 1d Show HN: Cc-fleet – run other LLMs as Claude Code workers, your sub drives
- 2d I evaluated GLM 5.2 against the frontier on tasks from real repos
Show HN: Build and Host AI apps on your own servers (agentry.run via hn)
I wanted a way to build and host some vibecoded apps/dashboards etc , but figured there was no good way outside using things like lovable and replit , where the code and data and the hosting lives on their servers Many of the online app bu…
Fused Agent Kernel: 4x Tuned SOTA on Benchmarks. MIT OSS (github.com via hn)
fak — the Fused Agent Kernel fak in one line. A single Go binary that sits between an AI agent and the tools it calls.
OpenAI hit with multistate probe into possible user harm as its IPO looms NEW YORK (AP) — OpenAI received a subpoena from several states as part of a probe into the safety of users of its chatbot as it prepares to offer stock to the public…
- OpenAI hit with multistate probe into possible user harm as its IPO looms (www.yahoo.com via hn)
Securing the future of AI agents (deepmind.google)
Securing the future of AI agents How we’re securing internal systems against increasingly capable and imperfectly aligned AI AI agents are transforming our relationship with technology. By autonomously executing complex tasks — from cyber…
Lighthouse agentic browsing scoring (developer.chrome.com)
The Agentic Browsing category evaluates how well your site is constructed for machine interaction through a set of deterministic audits. How the category is scored Unlike other Lighthouse categories, the Agentic Browsing category does not…
Agent systems are advancing quickly across domains, but their evaluation remains fragmented. Most benchmarks rely on fixed, LLM-centric harnesses that require heavy integration, create test-production mismatch, and limit fair comparison ac…
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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.
- 10h Fine-Tuning and Deploying LLMs on Mobile:F/b to learnings
- 4d Beyond LoRA: Can you beat the most popular fine-tuning technique?
- 5d The Guide to Fine-Tuning LLMs
- 5d Could we use latent representations as internal safety checks during generation?
- 6d Show HN: Does a vibe leak? Fine-tuning an LLM on an attitude it never states
From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot You have a robot, a folder of demonstration data on the Hugging Face Hub, and a new task you want it to learn. Today that takes five separate tools: one to record…
Agent minimalism: what shipping OpenClaw in production taught us (autoclaw.sh via hn)
We help businesses deploy OpenClaw. We wrote the tutorials, built the open-source deployment playbook, and ran it inside our own systems.
When large language models (LLMs) fail to generalize or make haphazard errors in reasoning, it is often taken as evidence that LLMs are not truly reasoning, but rather performing a kind of pattern matching. The implication is that people's…
Import AI 461: "Alignment is not on track"; FrontierCode; and synthetic research interns (importai.substack.com)
Import AI 461: "Alignment is not on track"; FrontierCode; and synthetic research interns Where are your agents right now? Welcome to Import AI, a newsletter about AI research.
Built some games with Claude (www.reddit.com via reddit)
Need testers!! Let me know what you think!
- I’ll host your Claude games (www.reddit.com via reddit)
- If the EU had built Claude (www.reddit.com)
Is it agentic enough? Benchmarking open models on your own tooling (huggingface.co)
Is it agentic enough? Benchmarking open models on your own tooling Benchmarking transformers revisions across different metrics This is a human-made, agent-focused blogpost.
Generative AI has made fluent prose cheap to produce, breaking the old promise to readers that good writing meant real thinking. How have readers responded, and what can this tell us about changing anti-AI attitudes?