Author: Santiago Maniches
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OpenAI’s Workforce Doubles to 8,000: When a Research Lab Becomes an Enterprise Software Company
OpenAI plans to nearly double its workforce from 4,500 to 8,000 by December 2026, hiring 12 people per day. The expansion focuses on enterprise sales, technical ambassadorship, and…
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Claudini: When AI Discovers Its Own Best Attacks
Claudini is an autonomous research pipeline where Claude Opus 4.6 iteratively designs adversarial attack algorithms against AI safety systems. It outperformed all 30+ human-designed methods, achieving 100% attack…
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The Real Cost of Running AI in 2026: Compute, Revenue, and Who Can Actually Afford It
API costs dropped 93% but enterprise AI budgets are rising. Inference now accounts for 85% of AI spend, driven by agentic loops consuming 15x more tokens than chat.…
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GitHub Will Train AI on Your Copilot Data Starting April 24. The Fine Print Is Worse Than the Headline.
GitHub announced on March 25, 2026 that starting April 24, all Copilot Free, Pro, and Pro+ interaction data will train AI models by default. The private repository loophole…
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How Google TurboQuant Compresses LLM Memory by 6x With Zero Accuracy Loss
Google Research published TurboQuant on March 25, 2026: a KV cache compression algorithm that reduces LLM inference memory by 6x at 3-bit precision with zero accuracy loss and…
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GPT-5.4 Pro Solved a Math Problem No Human Could Since 2019. Then a Supply Chain Attack Hit the AI Stack.
GPT-5.4 Pro solved an open math problem unsolved since 2019, verified independently by Epoch AI. FrontierMath scores jumped from 5% (GPT-4, 2024) to 50% (GPT-5.4 Pro, March 2026).…
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Why OpenAI Killed Sora: $15 Million Per Day, a Dead Disney Deal, and the End of AI Video as a Consumer Product
OpenAI shut down Sora on March 24, 2026 after burning $15 million per day in inference costs against $2.1 million total lifetime revenue. Disney ended its $1 billion…
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