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Fable 5.2 tops Epoch and Remote Labor Index, but not every test

Independent tests put Claude Fable 5.2 first on Epoch's Capabilities Index and the Remote Labor Index, where it automates 41.3% of real freelance projects, while it trails on some games and legal tasks.

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Market Analysis: Open Weights vs Proprietary Models

Open weights and closed now have only a 4 months gap, in response hyperscalers are pushing for regulations capture. Let’s examine how we got here and where this conflict is heading next.

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AI Socratic Dec 2025

The most important AI news and updates from last month: Nov 15 - Dec 15. GPT-5.2, Opus 4.5, Gemini 3, the Agentic IDE Wars, Genesis Mission, and more.

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SAM 3 (Segment Anything 3) released by Scale AI and Meta

Scale AI and Meta released SAM 3, an open-source model for segmenting objects in images, videos, and 3D scenes.

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AI Socratic June 2025 — The Recursive Illusion Of Thinking

The most important AI news and updates from last month: May 15 - June 15.

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Meta Takes 49% Stake in Scale AI for $14.3 Billion

Meta acquires 49% stake in Scale AI for $14.3 billion and appoints founder Alexandr Wang as head of AI, though critics question his operational abilities despite fundraising success.

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JSON uses many more tokens than alternative formats

JSON consumes significantly more tokens than alternative data formats like MessagePack or Protocol Buffers, making it less efficient for large-scale AI applications.

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DeepSeek R1 Shakes The AI Industry

The biggest event in January has been the launch of DeepSeek R1, which shook the market pushing NVIDIA stock down by 20% in a few days.