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…
i use claude for basically every presentation now but only for the thinking part. give it my notes, it comes back with a solid section by section outline and the actual words for each slide.
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…
Benchmark object storage in objects/s, not GB/s (fractalbits.com via hn)
As databases, streaming systems, and AI pipelines move their live data onto object storage, GB/s no longer tells you enough. The number that matters is objects per second at a small, stated size.
Software development has entered its "infinite monkeys" era (www.reddit.com via reddit)
With the rise of agentic coding tools like Claude Code, Cursor, and Codex, the barrier to entry is gone. Now, anyone with an internet connection can "type." We have essentially reached the infinite monkey phase of software development.
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Swe BenchRecent updates in the SWE-Bench Pro benchmark show significant performance improvements across various AI models, with GPT-5.5 topping the leaderboard and Opus 4.7 making notable gains, while Claude experienced a temporary drop just before the release of Opus 4.8.
- 7m Show HN: Memory layer for Claude Code(+10.2 pts on SWE-bench Verified benchmark)
- 16h A coding agent passed SWE-bench-Live while rewriting the tests it was graded on
- 5d clawmark: open-source CLAUDE.md A/B Testing CLI tool
- 6d Kimi K2.7 Code: 1T MoE, $0.95/M tokens, MIT license, beats Opus 4.8 on MCP tool-calling
- 11d Ramp SWE-Bench a private contamination-free benchmark from production work
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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.
- 14h Pre-token hidden state shift as an alignment policy traversal vector in instruction-tuned LLMs
- 18h PsychoPass: Geometric Profiling of Multi-Turn Adversarial LLM Conversations
- 1d Context-Induced Vulnerabilities in Claude: Behavioral Shifts and Hidden-State Analysis
- 1d Prompt Injection as Role Confusion
- 1d Severely diminished performance following Usage Policy warning. Claude is now silently underperforming on every task-- what's going on?
Claude/AI coding has replaced my gaming/netflix time (www.reddit.com via reddit)
Since the advent in Ai coding tools like Claude I found that I hardly have the motivation to watch or binge something on Netflix or other OTT.Any free time I get it goes into Claude code.
We got local models to triage the OpenClaw repo for FREE!* (huggingface.co)
Graphic/UI Design in Figma (ClaudeAI) (www.reddit.com via reddit)
Hi everyone! I mainly use Claude for UI and graphic design tasks in Figma.
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…
Turn Claude into a rules guide for ANY board game (with page numbers + quotes) (www.reddit.com via reddit)
Hey fellow board game maniacs! 👋 I made something over the weekend that I figured you'd dig.
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)
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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.
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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.
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…
Qwen-AgentWorld: Language World Models for General Agents (github.com via hn)
Qwen-AgentWorld 📑 Technical Report | 📖 Blog | 🤗 Hugging Face | 🤖 ModelScope | 🖥️ Demo Welcome to the GitHub repository of Qwen-AgentWorld. Here, you can find official information about Qwen-AgentWorld, post your questions (Issues), and sha…
- Qwen-AgentWorld: Language World Models for General Agents (arxiv.org via hn)
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…
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…
Three things to watch amid Anthropic’s latest feud with the government (www.technologyreview.com)
Three things to watch amid Anthropic’s latest feud with the government Anthropic’s standoff with Washington has already raised new questions about AI safety and sovereignty—and about Chinese competition. This story originally appeared in T…
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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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.
- 18h Am I the only one uncomfortable letting Claude directly call production APIs?
- 1d Gorilla: Large Language Model Connected with APIs
- 7d How Inference Compute Shapes Frontier LLM Evaluation
- 11d Went through everything on Anthropic Academy so here's what's actually worth doing
- 12d Built a broadcast dashboard monitoring AI agent developments across 21 primary sources - here's what I'm tracking and what's missing
Guadagnino's Sam Altman movie dropped by Amazon after partnership with OpenAI (www.theguardian.com via hn)
Artificial, Luca Guadagnino’s controversial Sam Altman biopic, which is poised for an awards run next year, has been dropped by its distributor, Amazon. In a statement first reported by Puck, Amazon said that it believes “that Artificial w…
- Amazon drops Sam Altman movie after announcing OpenAI partnership (www.the-independent.com via hn)
- Sam Altman Movie ‘Artificial’ Dropped by Amazon After OpenAI Partnership (variety.com via hn)
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…
I'm hacking code with Claude, and the code is my health (www.reddit.com via reddit)
Not sure where else to write about this because Reddit has a rage boner against AI... But I'm transforming my personal health and fitness right now and it's in large part thanks to Claude.
- Car Hacking with Claude Code (www.csselectronics.com via hn)
- Claude code (www.reddit.com)
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…
Building is easy now but how do you distribute? Does claude help you in that ? (www.reddit.com via reddit)
Building is now commodity, distribution is the key. I am eager to know how and what people have figured out about distribution using claude or cursor !!
- now that building is super easy (and fun) how do you distribute (www.reddit.com)
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…
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…