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Anthropic to Allocate 5% of Its Shares to a Public Benefit Fund

On October 18, Anthropic announced the creation of the Anthropic Public Benefit Fund and proposed allocating 5% of the company’s shares to it, subject to shareholder approval. The fund will be owned by Anthropic, and its stake could grow at the board’s discretion.

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PS5 on Xbox Series X: What Astro Bot’s Emulator Launch Shows

On October 13, 2026, Windows Central reported that Astro Bot had launched on Xbox Series X through an experimental KytyPS5 port. Here’s what the demonstration reveals about porting an emulator, why the graphics layer is a key challenge, and how to assess such early ports.

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GitHub Makes AI Vulnerability Fixes Generally Available

On October 15, GitHub announced general availability of Agentic Autofix for Code Scanning alerts. The tool investigates a project, proposes a fix, and opens a draft pull request; for some alerts, rerunning CodeQL cannot confirm that the issue is resolved.

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Anthropic Gives METR Access to Internal Model Risk Assessments

On October 15, Anthropic said it had begun giving six METR researchers access to internal information and systems on terms comparable to those available to its own risk assessment teams. METR can publish its assessments, while the company may request redactions of predefined categories of information.

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DeepSeek Updates V4.1 Flash and Opens Web Search API

On October 17, DeepSeek released V4.1 Flash-1017, updating the model in its app and API and opening access to Search and Fetch APIs at $0.75 per 1,000 calls each. Developers should check the model version and note when server-side calls begin incurring charges.

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DeepSeek Updates V4.1 Flash and Opens Search & Fetch to Everyone

On October 17, DeepSeek released V4.1 Flash-1017, published the model weights, and opened its Search & Fetch API. Developers should note two separate changes: the existing deepseek-flash model name now routes to the updated version, while built-in search calls are currently free and will begin being billed on October 31.

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