🐳 DeepSeek Releases Agent Harness

DeepSeek Harness is a framework for AI agents built around a new paradigm: "everything is a plugin."

Models, tools, skills, sessions, sandboxes, filesystems, loops, orchestration, and UI are all implemented as plugins and can be mixed, matched, replaced, and extended.

➡ The source code and setup instructions are available on GitHub. For now, it's a developer preview.

💽 Chinese MinMax Has Released Music 3, An Open-Source Music Generator

It creates songs of up to five minutes and runs locally—even on consumer hardware. The full model fits on a GPU with 24 GB of VRAM, but it can run with as little as 8 GB.

➡ You can try it for free on Hugging Face.

🌀 A Chinese Man Washed His Windows with a Typhoon

An inventive resident of Zhejiang left his windows soapy ahead of the typhoon—and the storm did the rest of the work. The glass was left perfectly clean.

What do you think of the idea?

❤️ — Smart!
🤣 — Lazy

💰 Anthropic Could Go Public at a Valuation of More Than $2 Trillion

Anthropic investors expect the company to go public in October at a valuation of $2 trillion or more. For comparison, SpaceX was valued at $1.77 trillion when it went public. If that forecast holds, Anthropic would set a new record.

Investors are betting on rapid business growth. They expect Anthropiс's annualized revenue to reach $100-120 billion by the end of 2026-more than tenfold from the start of the year.

Anthropic has already filed for an IPO but has not yet announced the offering price or size.

Do you think this valuation is realistic?

❤️ — Yes, the growth justifies it
🔥 — No, the AI market is overheated

💬 OpenAI Expands Codex Context Window to 1M Tokens

OpenAI has made Codex's full 1 million-token context window available to ChatGPT Plus, Pro, Business, and Enterprise subscribers. Previously, the feature was limited to API-key access.

Users can enable the larger window by adding these settings to ~/.codex/config.toml:

model_context_window = 1000000
model_auto_compact_token_limit = 900000

The same options can also be provided through command-line flags.

🎧 Camera-Equipped AirPods Pro Spotted

The macOS 26.7 release candidate appears to confirm that Apple is working on camera-equipped AirPods Pro.

It includes a short promotional video in which a user asks Siri to identify a book they're holding using Visual Intelligence.

💬 ChatGPT Launches Teens Mode

It will turn on automatically if the AI determines that the user is under 18 or if they say so themselves.

Teens Mode will place a greater emphasis on education and enhanced safety filters. For example, teens will be reminded to take breaks, parents will be able to set "study hours," when Study Mode is enabled by default, or "quiet hours," when ChatGPT is unavailable.

Is such a mode necessary?

❤️ — Yes, that's the right thing
👎 — No, that's absurd!

💰 Scammers Are Selling Mini Dinosaurs Online

A Brazilian X user said his father's friend wanted to buy mini dinosaurs from a WhatsApp ad, but his family stopped him. The price was 500 Brazilian reais (about $100).

The obviously AI-generated video, complete with a Gemini watermark, raised no suspicion.

🌥 Anthropic Launches a New Educational Platform

The main idea of Claude Academy is that the right mindset and practice matter more than the tool itself: once you learn how to use AI, you can improve your knowledge and work in virtually any field.

The platform offers lessons on working with Claude Cowork and Claude Code, using the bot for learning, tips on applying AI at work, and more.

➡️ Explore the courses here.

🤖 China's First Robot Olympics Injury

During a running practice session, a robot failed to make a turn, crashed into a padded wall, and fell, breaking its back.

It is now unlikely to take part in the competition...

👨‍💻 AI Creates New Jobs

AI adoption has led to new jobs at 54% of UK companies, according to a Lloyds survey that included businesses ranging from small companies to multinational corporations.

The findings offer a different perspective on the common fear that AI will put people out of work. A King's College London study found that 69% of workers are worried about losing their jobs due to AI, and 57% of Britons believe the technology will eliminate more jobs than it creates.

But the bigger shift may be less about mass layoffs and more about the job market changing: some roles are disappearing, while new ones are emerging.

💼 Companies increasingly see AI adoption as essential to staying competitive. Six in 10 businesses surveyed by Lloyds said they risk falling behind if they fail to embrace new technologies. And to help employees adapt, 58% of employers plan to invest in workforce training over the next year.

Is AI a threat to your job?

❤️ — I'm irreplaceable!
🤔 — I'll need to learn some new skills
🔥 — Soon we'll all be out of work...