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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€– OpenAI launches cheaper GPT-6.1 Terra

GPT-6.1 Terra can work on a PC by itself. It fills reports and makes presentations. It can also edit video.

Its coding error rate fell from 53.6% to 16.7% versus 5.6 Terra. In complex work tasks, it nearly matches Sonnet 5.5 and Opus 5.5, while costing 5x and 9x less.

It costs half as much as GPT 6.1 Sol and is already available to all subscribers in ChatGPT Work and Codex.

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πŸ€– Anthropic Files for an IPO

The Claude maker filed an S-1 with the SEC. Shares are expected to trade on Nasdaq under ticker ANT, but the offering size and price are not set. Goldman Sachs and Morgan Stanley will lead it.

Anthropic reported $16.3 billion in revenue for the first half of 2026, up about 14x year on year. More than 11,900 customers now pay over $100,000, compared with about 950 a year earlier.

Usage fees generate 80% of revenue, mostly through API tokens. The company reported an $80.7 billion loss, but $72.4 billion came from revaluing convertible bonds. Founders will retain 50.1% of voting power after the IPO.

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🍏 Apple unveils OLED iPad mini

The OLED display grows to 8.5 inches, while the body gets thinner. Apple moved the front camera to the long side bezel for video calls and added water protection.

The A20 Pro makes games and AI tasks several times faster. Small neural networks can run on the tablet. Price starts at $699, with sales from November 6.

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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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