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OpenAI's GPT-6 Sol has been leaked in internal testing, running 6x faster than Astra, while OpenAI researchers each juggle 3 AI agents on average. Multiple papers focus on agent trustworthiness and security: indirect prompt injection is redefined as a test-time search problem, and new methods for hallucination detection and explanation faithfulness have emerged. On the open-source side, the Swiss government has launched a pilot to replace Microsoft 365 across 3,000 workstations, and vLLM now supports speculative decoding on AMD GPUs.
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