Week 39 · 21-27 Sept 2026

  • A

    Claude nine-loop Yang-Mills

    Most scattering amplitudes are computed to two loops, a few to three; Dixon reached eight loops in this toy theory via a form-factor route with Andy Liu in 2023.

    US$1,000-2,000estimated end-user cost per approach, mostly model usage

  • B

    Operating Model in the Age of AI: Five Shifts

    Accenture's July 2026 Pulse of Change survey (n=3,000 C-suite leaders): 58% plan to change the human-AI split of work within 12 months, more than double the share at the start of 2026.

    58%of 3,000 C-suite leaders plan to change how work is split between people and AI in the next 12 months

  • A

    Global AI Pulse Q3 2026

    Scaling AI or beyond: Americas 64%, Asia Pacific 61%, EMEA 56% (Q1: 56%, 43%, 40%).

    55% / 86%operate a formal AI harness layer, whole sample / organizations with established ROI

  • A

    The Evaluation Bottleneck in Hiring

    As application materials become noisier, a Bayesian firm puts less weight on them and more on prior experience; the amount of evidence an inexperienced applicant needs to beat an experienced one rises with AI saturation.

  • B

    The Authorization Gap in AI Agent Governance

    35% of organizations run agentic AI in production, 44% plan to, and more than a third expect agents to hold independent decision rights within three years (BCG and MIT Sloan Management Review study).

    35%organizations already running agentic AI in production (BCG and MIT Sloan Management Review)