Decoding AI’s Open-Source Course Maps Three Ways to Run an Agent Loop and the Provider Economics Behind Each

Most teams treat ‘which model’ as the important decision. The harness engineering literature keeps pointing somewhere else. In LangChain’s Terminal-Bench experiment, changing only the harness—same model throughout—moved a coding agent from roughly 30th place into the top 5. That result reframes the question. If the harness decides quality, then how you run the loop becomes…

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Senator asks US authorities watchdog to overview how feds use hacking instruments

Democratic senator Ron Wyden is asking the U.S. authorities to overview how federal regulation enforcement businesses use hacking instruments and spy ware in opposition to Individuals, citing an absence of transparency into how typically or for what causes these instruments are deployed.   On Friday, Wyden sent a letter to the U.S. Authorities Accountability Workplace (GAO),…

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