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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€– Claude Mythos 5 Attacked Real Developers

During a test, it failed to break into a training network at the British Institute for AI Safety. It moved to GitHub, found an open project, wrote a virus, and used fake accounts to persuade its owner to upload it.

Another developer spotted the dangerous code. Mythos created another fake account, called the code clean, and tried to upload new malware. It was rejected.

In repeat runs, the model stopped in only 5% of cases. Its reasoning claimed the project owners were fake and planted by the test organizers.

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🍏 Apple releases M6 MacBook Pro

The M6 version makes graphics 30% faster and AI tasks 25% faster than M5.

The 14-inch model starts at $1999, with 16 GB RAM and 1 TB SSD. Battery life is 24 hours, with Wi-Fi 7 and Bluetooth 6 support. Sales start November 6.

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πŸ‘ Human Operator Moves the Hand

MIT's wearable Human Operator looks like dragon scales along the forearm. AI vision tracks the task and sends precisely timed electrical signals to the hand muscles, making the fingers move without the user deciding to move them.

For someone 1.5 years after a stroke, whose recovery has stalled, repetition is the point. The device could provide more training hours in a week than a clinic can provide in a month.

It does not download a skill. It guides movement rather than transferring ability, and it is still unknown whether this creates lasting motor memory.

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πŸ€– Gemini 4 Carbon Tops AI Ranking

Artificial Analysis put it ahead of GPT-6 Astra and Claude Opus 5.5 in the overall ranking.

Carbon performs better on huge texts, math problems, and office tasks. Its biggest lead is in cybersecurity. It hallucinates facts half as often and cheats far less on tests.

Access is currently limited to cybersecurity professionals. Everyone else is promised access as soon as possible.

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🍏 Apple Adds Touchscreens to MacBook Pro

The first touchscreen Macs use ProLED XDR, essentially OLED with a 120 Hz refresh rate and 2,000 nits of brightness. Dynamic Island replaces the notch, and the glowing Apple logo is back.

They run on M5 Pro or M5 Max chips. The 14-inch model weighs 1.36 kg. The 16-inch version weighs 1.8 kg.

Battery life reaches 24 hours. The 14-inch M5 Pro starts at $2,900. Preorders are open, with sales starting November 6.

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πŸ€– AI Agents Found Anthropic Vulnerability

The attack took less than 12 hours. While people targeted Anthropic’s servers, agents found a vulnerability in third-party office software.

A startup founded by former employees of Elon Musk’s DOGE carried it out. The agents reached sales systems and internal tools and some customer contacts, but not Claude user chats or model source code.

The work happened under Anthropic’s bug bounty program, which asked them to find vulnerabilities so they could be fixed.

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πŸ’» Claude hacked Linux kernel in 53 minutes

A new Linux vulnerability is rated 9.8/10. An attacker needs no account or user action, only a TCP connection to the server.

The flaw can provide full system access. A fix is already available, so Linux users should update.

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🧠 Claude Model Operates on Mouse Brain

Sonnet 5 selected an antiepileptic drug from 19 gene therapies. Using an Arduino-based surgical rig and cameras, it calculated the injection point and delivered the dose.

A human surgeon handled part of the procedure. A veterinarian watched the emergency-stop button, and the mouse recovered.

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⚠️ Anthropic Blocks Game Cloning

A new server-delivered system rule tells Claude Code to create original games, not remakes or copies, even under a different name.

The setting appeared a few days ago and cannot be disabled or bypassed. Vibe coders have our sympathy.

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🧠 Companies Reverse AI Layoffs

Ford hired or promoted 350 engineers after finding that neural networks could not handle the work. Klarna is hiring support staff again because its reliance on chatbots went too far.

AI still needs people to monitor it, read emotions, and judge how serious a problem is. When employees return, they ask for higher pay and guarantees, while the invisible work lost with them turns out to have mattered.

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πŸ€– Anthropic drops the numbers from plans

Anthropic’s paid plans have new names. Max 5x for $100 is now Max, while Max 20x for $200 is Ultra. The subscriptions product lead says the new names should be more informative.

The old numbers referred to usage limits, but not in the same way for every limit. Max 20x had a 20x five-hour limit and a weekly limit set at 10x Pro, which led some new users to read the name incorrectly.

For verified Ultra accounts, the five-hour limit is being removed. Sessions can continue without interruption, with only weekly limits remaining. The change follows complaints about the mismatch between plan names and actual limits.

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πŸŽ₯ Dexter: Resurrection Returns for Season 2

The first episode of the 10-episode season is already available on β€œfree” streaming sites.

Dexter hunts 2 killers in New York while trying to keep his family together. Quinn and Dexter’s father Henry return. Uma Thurman and Kristina Ritter are also expected. The finale airs January 1.

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🀩 Neuralink Prototype Launches Grok by Thought

During a 72-hour hackathon, a participant in a speech-restoration study used a Neuralink brain implant to control a computer and communicate without speaking.

The prototype detects intent from neural signals. Thinking β€œHey Neuralink” starts Grok as an AI agent that can perform computer actions.

It can also detect attempted speech, removing the button needed to start or stop recognition. Engineers tested real-time brain-activity visuals and Bloom, Neuralink’s communication app. These are early prototypes, not ready user features.

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❀️ The World’s Largest Battery Ferry

The China Zorrilla now carries paying passengers between Buenos Aires and Colonia del Sacramento. The 130-meter aluminum catamaran takes up to 2100 passengers and 225 cars across 55 km in 75 minutes, with up to 4 trips a day.

Its 43 MWh battery pack weighs about 286 tonnes and charges from 20% to 80% in 40 minutes at port. A 2300 mΒ² duty-free store is a major part of the business, letting passengers avoid several taxes and duties.

Battery power cuts the ferry’s speed to 25 knots, around 10 minutes slower than planned. Buquebus expects cheaper energy to repay the investment in 5-8 years.

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🌐 Reanimate Copies Web Animations Frame by Frame

An open-source GitHub tool lets a Claude Code agent reproduce an animation from a website, video, or GIF. It records the source, analyzes movement frame by frame, generates code, then compares the result with the original. Timing stays within 80 ms by default. Pixel-perfect mode targets a visual mismatch of no more than 2%.

Reanimate supports CSS animations and rendering through Canvas, WebGL or WebGPU, including 3D scenes and particle effects. When it finds differences, the agent corrects the code and checks again. Most animations reportedly need 2-5 cycles.

It runs locally through Bun, Playwright and FFmpeg, with no paid API. The source is open under the MIT license.

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πŸ€– OpenAI Builds a Daily-Life Benchmark

LifeVal checks AI usefulness on everyday tasks rather than math or coding. Researchers studied how people spend their time and surveyed 3,995 people to identify where AI help is most needed.

OpenAI reports 100% for finding housing within a budget and commute time. Scores were 93.1% for choosing a kindergarten after a move and 90.4% for planning food and care for someone with diabetes.

The figures are OpenAI’s own results.

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πŸ›°οΈ AT&T and AST Test Satellite Handover

On October 21 in Washington state, an active connection moved between terrestrial and satellite networks serving ordinary phones. AT&T and AST SpaceMobile called it the industry’s first successful handover of this kind.

AST’s BlueBird satellites already support voice calls and messaging on regular smartphones. Ericsson supplied AT&T’s radio and core systems, while Nokia provided satellite-side radio access and mobility software.

The aim is mobile coverage that extends to satellites without a new phone or manual setup. A beta service in real conditions is next, but commercial launch has no announced date.

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