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A hub for startup news, trends, and insights, covering the global startup ecosystem for founders, investors, and innovators.

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πŸ–€ Ben Affleck Writes Python

The actor writes Python scripts, understands convolutional neural networks, and works extensively with GPUs.

He learned machine learning through visual effects, then founded InterPositive, an AI startup later acquired by Netflix. He says he can call Google or OpenAI as Ben Affleck and sometimes get a look at their latest models.

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πŸ’  Tesla Expands Car-to-Home Backup

Owners of Model 3 and Model Y in Premium and Performance versions can now use the car to power their home during an outage. Tesla says the backup can last more than 2 days. Cybertruck can run a home for more than 3 days.

The feature requires Powerwall 3. Tesla guarantees support only for cars ordered from October 1, since older vehicles may lack the required PCS2 Lite inverter. It is currently limited to the US and Puerto Rico.

Model S and Model X are excluded, while grid support remains a Cybertruck feature. Kia and GM already offer home backup from their vehicles, and Nissan Leaf has fed energy into the grid for years.

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πŸ‡ΊπŸ‡Έ US Blocks Big Tech Green Cards

The US Labor Department will stop reviewing all current and new applications. H-1B employees at affected companies will no longer receive work-based US residence.

The measure covers Microsoft, Adobe, and other big tech firms. The White House wants to target foreign students at Harvard, Yale, and Stanford next.

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β˜€οΈ Blue Origin’s Lunar Power Tower

Blue Origin’s 20-meter Power Tower is designed to deploy after landing. The Mark 1 lander extends a spiral mast, then unrolls a folded solar panel from its top, like window blinds. The panel tracks the Sun on its own.

At the lunar south pole, the Sun stays near the horizon and shines from the side. A flat panel on the lander would see little of that light, while the vertical design is built for it.

One tower should produce more than 10 kW. Solar power could be available for 44% to 100% of the time, depending on the season. Several towers could form a microgrid for lunar vehicles and base systems.

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πŸ–₯ Microsoft Rebuilds Windows for AI Agents

Its Hybrid Intelligence system will route each task between on-device models and the cloud. On powerful PCs, models with hundreds of billions of parameters can run locally. Microsoft showed MAI Code 1.1 Flash with 137 billion parameters and a 256K context.

The target is autonomous agents that can operate on the computer and write code, with access to files and apps.

Execution Containers isolate the agent and let users grant separate access to selected files or the internet. They already support several tools, while Claude Code is planned for later.

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πŸ€– AHM Calls for OpenAI Boycott

The Association for Humanistic Mathematics called for mathematicians to stop working with OpenAI after the company released 722 AI-generated mathematical manuscripts covering 372 groups of results, including claimed solutions to longstanding problems.

Terence Tao published the statement as a guest post on his blog. AHM says OpenAI ignored warnings against using unsolved problems to test internal AI models, and called the release a show of strength rather than scientific work.

OpenAI says the aim is to advance mathematical research and let researchers examine the results. Researchers still have to verify the papers and assess their value.

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πŸ€– Anthropic Adds a Cruelty Rule for Claude

From November 12, 2026, Anthropic’s policy will ban β€œsystematic and unjustified abusive or cruel behavior” toward its models. It applies only in extreme cases involving repeated cruelty without an apparent purpose.

Ordinary frustration and resistance are excluded. So are dark creative texts and model testing. Claude can already end chats with repeatedly abusive users on and Claude Code. Anthropic says this will remain the main enforcement tool.

The update also extends the weapons ban to software used by weapons and drone armament. It clarifies that tracking people without consent is prohibited and adds safety requirements when Claude controls equipment that could harm people.

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πŸš€ SpaceX Targets the US Mobile Market

SpaceX wants Starlink Mobile to become a major US mobile operator. It bought licenses for up to 14 MHz of paired spectrum in the 800 MHz band, where signals can pass through walls and buildings.

The planned service combines satellites that connect directly to smartphones with a conventional terrestrial network. SpaceX says it would be the first operator to unite satellite and terrestrial spectrum in one network.

The FCC has approved 15,000 second-generation Starlink Mobile satellites. SpaceX says their capacity will exceed today’s level by more than 100 times. The spectrum deal still needs FCC approval, so deployment starts only after that.

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πŸ€– OpenAI to test ads in image generation

By the end of October, US users will see the first ad blocks with images inside ChatGPT’s built-in image generator.

The promotional material will be labeled and will not affect image generation or answer accuracy. Ads will be excluded from chats about sensitive topics, including physical or mental health.

OpenAI introduced text ads earlier this year. Plus and Pro plans remain ad-free.

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πŸ€– Dots Gain New Mobile Features

On ChatGPT on iOS and Android, users can create a Dot with a custom name and appearance, enable plugins, and set it as the default companion.

With Codex integration, it can start coding tasks and resume unfinished ones using ChatGPT history for earlier Codex tasks and configured automations.

It can also view and edit scheduled tasks in ChatGPT Work, including recurring report schedules and automated processes.

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πŸ€– Claude Builds Interactive Mechanisms From One Sentence

Anatomy is an open-source tool for Claude Code. Describe a device or how it works, and the agent designs the structure and adds animation. It can illustrate a mechanical clock or a jet engine.

The tool supports isometric SVG with animation. WebGL adds fire or water effects, while the 3D mode lets parts rotate separately and is still in beta.

Models export to HTML, SVG or React components. User actions drive the animation, and instrument readings follow the mechanism. Anatomy uses an MIT license, and its browser gallery includes 33 examples.

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