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AI Lately
Live · The Signal · W37
Monday, September 14, 2026
AI Lately

AI is about people, and what they have been up to lately.

Lately
Fidji SimoNscaleas Independent Director· Sep 11Josh EngelsMETRas Researcher· Sep 10Joe BentonMETRas Researcher· Sep 10Alan DuongCrux AIas Chief Development Officer· Sep 10Paul ChristianoOpenAI Foundationas Board Member, Safety and Security Committee· Sep 9Jacob CoxonIndependentas Independent AI Safety Advocate· Sep 8Geoffrey IrvingMathematical AI Safety Instituteas Scientific Advisory Panel Member· Sep 8Paul ChristianoMathematical AI Safety Instituteas Scientific Advisory Panel Member· Sep 8Fidji SimoNscaleas Independent Director· Sep 11Josh EngelsMETRas Researcher· Sep 10Joe BentonMETRas Researcher· Sep 10Alan DuongCrux AIas Chief Development Officer· Sep 10Paul ChristianoOpenAI Foundationas Board Member, Safety and Security Committee· Sep 9Jacob CoxonIndependentas Independent AI Safety Advocate· Sep 8Geoffrey IrvingMathematical AI Safety Instituteas Scientific Advisory Panel Member· Sep 8Paul ChristianoMathematical AI Safety Instituteas Scientific Advisory Panel Member· Sep 8

Person

Armağan Amcalar

Mentioned in 4 pieces; the desk has recorded zero standalone moves so far.

Public record only: name, role, employer, source, and date.

In the archive

  • Opinion

    Reasoning's Rebate

    Armağan Amcalar's bounded reasoning graphs lifted accuracy from 94 to 98 percent while multiplying performance per dollar by 74 times, and that ratio sets intelligence's real 2027 price.

  • Agent Infrastructure

    Inference Economics: Gartner's 96 Percent

    Gartner projects AI-optimized cloud infrastructure spending to nearly double in 2026 even as per-token prices keep collapsing, a paradox that inference specialists and reasoning researchers are racing to resolve.

  • Agent Infrastructure

    Reasoning's Rebate: BRAID and the Economics of Bounded Reasoning

    Armağan Amcalar and Eyup Cinar's BRAID framework treats AI reasoning as a bounded, auditable graph, and OpenServ's benchmark claims against GPT models are pushing enterprises to price reasoning by the dollar saved per correct answer.

  • Web3 × AI

    OpenServ's Proof Threshold

    Tim Hafner and Armağan Amcalar built OpenServ as a web3 agent platform anchored by the SERV token, and the seventy percent rally following its BRAID benchmark claim is testing how crypto governance verifies technology claims.