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Claude Code and Cowork can now use your computer (1 minute read)

Claude Code and Claude Cowork can now open files, use browsers, and run dev tools on users' computers. The agent will prioritize connectors to supported services, but it can still execute tasks when c...

OpenAI rolls out ChatGPT Library to store your personal files (2 minute read)

ChatGPT's new Library feature allows users to store personal files or images on OpenAI's cloud storage. Available to Plus, Pro, and Business subscribers, the feature is rolling out to customers across...

Designing AI Chip Hardware and Software (Book)

The future of AI accelerators will be AI CPUs - traditional CPUs with big caches and systolic arrays, where the caches and systolic arrays take up most of the chip area and power. This book goes over ...

A Ramsey-style Problem on Hypergraphs (6 minute read)

This post details a problem that would take an expert human about one to three months to solve. The problem was eventually solved by two people using GPT-5.4 Pro. A link to the full transcript of the ...

Vibe physics: The AI grad student (32 minute read)

A professor of physics supervised Claude through a real research calculation from start to finish without ever touching a file to see whether AI could do theoretical physics. This resulted in a techni...

Research note: We spent 2 hours working in the future (15 minute read)

The rate of model releases and the number of new evals required next year could be such that keeping informed will be a challenge without effective AI assistance. These AI-augmented workflows need to ...

Black Duck Signal: Agentic AppSec built for AI-native development (Sponsor)

AI‑native development demands a new approach to application security. Signal combines LLM-powered code analysis with 20+ years of human‑vetted security intelligence to autonomously identify, prioritiz...

Fast Domain-Specific Embedding Tuning (17 minute read)

NVIDIA released a pipeline for quickly fine-tuning embedding models using synthetic data, improving retrieval performance for domain-specific RAG systems.

DeepMind introduces training-free video editing (5 minute read)

DynaEdit introduces a training-free method for editing videos with complex motion and interactions using pretrained text-to-video models, addressing issues like misalignment and jitter.

Why aren't we fine-tuning more? (1 minute read)

A good prompt can do a lot of the work that fine-tuning does without the cost. Models are getting so good that fine-tuning isn't really required to get good results. The extra work and resources requi...

Fast regex search: indexing text for agent tools (28 minute read)

Providing text search indexes to fast models creates a qualitative difference for Agentic workflows. The impact is more pronounced in larger Enterprise repositories because grep latency scales with th...

OpenAI Taps Former Meta Executive to Lead Ad Push (2 minute read)

OpenAI has hired former top advertising executive at Meta, Dave Dugan, as vice-president of global ad solutions. The company is urgently looking to generate new revenue streams to support its enormous...

OpenAI calls out Microsoft reliance as risk in investor document ahead of expected IPO (5 minute read)

OpenAI says that its close ties with Microsoft are a potential risk to its business as Microsoft is responsible for a substantial portion of OpenAI's financing and compute. Other risks include signifi...

2026 B2C ecommerce AI trends (Sponsor)

The hype is real. Are the results? Learn how online stores are adding AI capabilities to gain a competitive edge, and where they still struggle. Read the Algolia trends report.

Walmart: ChatGPT checkout converted 3x worse than website (1 minute read)

This suggests that agentic commerce isn't ready to replace traditional shopping.

Running 400B model on iPhone (1 minute read)

A short clip of an iPhone 17 Pro running Qwen3.5-397B-A17B (a 397 billion parameter Mixture-of-Experts model) at 0.6 tokens per second.

There are only two paths left for software (11 minute read)

Software companies face two clear paths: accelerate growth with AI products or achieve 40%+ true operating margins.

If DSPy is So Great, Why Isn't Anyone Using It? (11 minute read)

DSPy is a framework that promises to solve the biggest challenges in AI engineering, but it's hard to use.

Technical Webinar: The 4-Layer Production AI Stack for Agents That Actually Deliver (Sponsor)

Most enterprise teams are still building agents that work in demos but fail in production. The problem isn't the model. It's the missing foundation around it.Agents built in isolation can't deliver re...

Anthropic's Claude Can Now Control Your Computer (3 minute read)

Claude can now take control of a computer to perform tasks for Claude Pro and Claude Max users on macOS. It can manually perform tasks by typing or moving the cursor and use programs like web browsers...

More Magic Math from OpenAI? (3 minute read)

OpenAI is offering 17.5% guaranteed returns to private equity firms. It is likely offering the deal because the company needs money, and private equity is the last large pool of capital it can tap. No...

Alphabet's drone delivery startup, Wing, expands service to the Bay Area (1 minute read)

Wing is bringing its ultra-fast residential drone delivery service to the Bay Area. The company currently operates in limited areas of Atlanta, Charlotte, Houston, and Dallas-Fort Worth. It has comple...

Designing AI for Disruptive Science (27 minute read)

There is hope that, if we build systems with much stronger general reasoning, discovery will follow as a near-automatic consequence, but there is no guarantee that this will happen. Many technologies ...

Raw meeting notes + Granola = awesome, rich context. No awkward meeting bot required (Sponsor)

Ever notice how AI transcription bots miss the big picture? Granola takes your raw meeting notes and enriches them so you get the information you actually need from each call. Replit, Vercel, and Post...

How we made Ramp Sheets self-maintaining (9 minute read)

Ramp built an agentic system to maintain Ramp Sheets that continuously monitors production, triages alerts, and proposes fixes without human intervention. All code still requires engineer review befor...

cq: Stack Overflow for Agents (5 minute read)

cq is a way for agents to share the useful knowledge they have locally for the benefit of other agents. It allows agents to share knowledge, with other agents confirming what works and flagging what's...

There are only two paths left for software (13 minute read)

Public markets are saying that software is not as valuable as it used to be. CEOs need to either accelerate revenue growth by 10+ percentage points, year over year, through genuinely new AI-native pro...

How Nvidia Keeps Its Iron Grip on the AI Boom (14 minute read)

Nvidia generates more profit than almost any other public company on the planet, thanks to the astronomical demand for its chips prompted by the global AI boom. It has used its funds to become the ind...

Try Lightfield the CRM that captures every call and email automatically, for 3 months - free (Sponsor)

Ask any question about your customers and get cited answers from real conversations. No data entry required. Use code TLDRTQL23 for 3 months free.

Make smarter application decisions with Azure Copilot Migration Agent (Sponsor)

Stop guessing what to modernize. This playbook from Microsoft's Azure Copilot Migration Agent team gives you strategies to decide what to re-platform, refactor, and what to leave as is. Try it yoursel...

Autoresearch on an old research idea (7 minute read)

Autoresearch is effective when the search space is clearly defined, but it falls apart when entering into unknown territory.

Markdown Ate The World (13 minute read)

Markdown is easy to write and produces an output that is consumable in a universal and highly performant way that requires nothing except access to a web browser.

Auto-dream (1 minute read)

Claude Code has a new feature called Auto-dream that basically runs a sub-agent periodically to consolidate Claude's memory files for better long-term storage.

ArrowJS (Website)

ArrowJS is a fast, type-safe UI framework for the agentic era with zero dependencies.

The broken economics of databases (14 minute read)

Database vendors have incentives that push them away from simplicity and toward defensibility, which results in products that get worse over time.

Emil Michael, now a senior Pentagon official, says he’ll never forgive Uber investors who ousted him and Kalanick

When asked whether he was still "salty" about about being shown the door at Uber, alongside co-founder Travis Kalanick, Michael didn't equivocate. "I'll never forget that, nor forgive," he said.

North Korean Hackers Abuse VS Code Auto-Run Tasks to Deploy StoatWaffle Malware

The North Korean threat actors behind the Contagious Interview campaign, also tracked as WaterPlum, have been attributed to a malware family tracked as StoatWaffle that's distributed via malicious Mic...

Bengaluru food delivery startup Swish raises $38M: its third round in 18 months

Swish has more than doubled its valuation in a year as its full-stack, hyperlocal model positions ultra-fast food delivery as a high-frequency habit.

Despite bitter rivalry, Kalshi, Polymarket CEOs back $35M predictions markets VC fund

As prediction markets explode, the new firm called 5(c) Capital, will back startups supporting the burgeoning category.

Windows 3.1 tiled background .bmp archive

Article URL: https://github.com/andreasjansson/win-3.1-backgrounds Comments URL: https://news.ycombinator.com/item?id=47496221 Points: 117 # Comments: 31

Claude attacks were 'Rorschach test' for infosec community, scaring former NSA boss

'It freakin' worked' says Rob Joyce - and shows how relentless AI agents can find holes humans miss RSAC 2026 The now-infamous Anthropic report about Chinese cyberspies abusing Claude AI to automate c...

A mission NASA might kill is still returning fascinating science from Jupiter

"We can’t quite afford to support everything that we have done in the past."

Air Street becomes one of the largest solo VCs in Europe with $232M fund

London’s Air Street Capital has raised a large Fund III with eyes locked on backing early-stage European and North American AI companies.

Apple Maps may be about to get ads

Apple Maps may soon serve ads in top results when users search on terms like "restaurants."

LibreOffice is Adding a Donation Banner That Might Annoy Some Users

The feature has already been merged into LibreOffice 26.8's development builds.

The Resolv hack: How one compromised key printed $23M

Article URL: https://www.chainalysis.com/blog/lessons-from-the-resolv-hack/ Comments URL: https://news.ycombinator.com/item?id=47495719 Points: 100 # Comments: 141

Public-private partnerships vital in disrupting China's Typhoons, says RSA panel with no government speakers

Washington content to be represented by actual empty chairs RSA 2026 Back in the day (circa 2023) when cybercrime group Scattered Spider and its help-desk voice-phishing calls were a relatively new th...

Snowflake's ongoing pitch: bring AI to data rather than data to AI

Customers are 'excited' says one solution provider Snowflake is putting cash and kinetic energy behind the idea that AI works best in its platform.…

Claude Code Cheat Sheet

Article URL: https://cc.storyfox.cz Comments URL: https://news.ycombinator.com/item?id=47495527 Points: 106 # Comments: 29

Trump's MAHA pick for surgeon general flounders amid GOP doubts

She stalled over MAHA woo-woo, anti-vaccine views, and lacking medical background.

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