『Ai Change Desk』のカバーアート

Ai Change Desk

Ai Change Desk

著者: Michael Hanna-Butros Meyering
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概要

AI Change Desk helps leaders, managers, and operators make sense of AI changes and run adoption without hype. Every episode follows one format: context, impact, and action.

MHBM 2026
エピソード
  • Episode 06: AI Brief: GPT-5.3 and continuity controls
    2026/03/04

    Two current operator signals, translated into one concrete next-week action block.

    • OpenAI released GPT-5.3 Instant and published system-card details.
    • Vendor continuity pressure stayed elevated through Anthropic policy-dispute and blacklist-risk signals.
    • A 30-minute Monday control loop to keep model release and fallback controls current.
    1. Treat model releases as workflow change events, not just product updates.
    2. Run a 3-prompt regression pack before broad rollout after model changes.
    3. Confirm rollback owner + stop authority for critical AI workflows.
    4. Define one tested fallback path for top three AI-enabled workflows.
    5. Send a plain-language operator memo each Monday (approved/restricted/escalation).
    • 00:00 Cold open + framing
    • 00:39 Boundary note complete / theme intro in
    • 00:54 Signal 1: GPT-5.3 Instant and release governance
    • 02:25 Signal 2: vendor continuity pressure
    • 03:45 Monday action block (30-minute control loop)
    • 04:31 Close + outro
    • https://openai.com/index/gpt-5-3-instant/
    • https://openai.com/index/gpt-5-3-instant-system-card/
    • https://www.anthropic.com/news/statement-comments-secretary-war
    • https://techcrunch.com/2026/03/02/tech-workers-urge-dod-congress-to-withdraw-anthropic-label-as-a-supply-chain-risk/
    • https://techcrunch.com/2026/02/27/anthropic-vs-the-pentagon-whats-actually-at-stake/
    • Episode page: https://www.michaelhbm.com/AIChangeDesk/episodes/brief-2026-03-04-ai-brief.html
    • Apple Podcasts: https://podcasts.apple.com/us/podcast/ai-change-desk/id1876677295
    • Spotify: https://open.spotify.com/show/5X1sLLTeULqFCdt7aaisGD

    AI-assisted tools were used in parts of research and production support. Final editorial judgment and release approval remained human-led. This is operational guidance, not legal advice.

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    5 分
  • AI Brief: what changed this week
    2026/02/25

    Two operator-relevant signals from this week, translated into concrete controls teams can execute immediately.

    • Distillation attacks moved from model-lab concern to enterprise operations risk.
    • NIST's AI Agent Standards Initiative reinforced near-term interoperability and accountability expectations.
    • A 25-minute weekly governance desk loop you can run every Monday.
    1. Treat provider security bulletins as workflow events, not background reading.
    2. Classify AI usage into open-assist, controlled-assist, and restricted classes.
    3. Add interoperability and control portability checks to AI procurement intake.
    4. Require a human accountability map for every agent-like workflow.
    5. Ship a one-page operator update: what changed, what to do, what not to do.
    • 00:00 Cold open: policy that cannot survive Monday is policy theater
    • 01:00 Theme intro
    • 01:16 Framing and disclosure
    • 01:57 Signal 1: distillation attacks and model-control hardening
    • 04:30 Signal 2: standards momentum as procurement and controls signal
    • 06:57 Monday checklist: 25-minute governance desk
    • 08:06 Close
    • 08:18 Final reminder: one owner, one decision, one due date
    • 08:27 Brand outro
    • https://www.anthropic.com/news/detecting-and-preventing-distillation-attacks
    • https://www.businessinsider.com/anthropic-deepseek-distillation-minimax-moonshot-ai-2026-2
    • https://www.nist.gov/caisi/ai-agent-standards-initiative
    • https://www.ansi.org/standards-news/all-news/2-18-26-nist-launches-ai-agent-standards-initiative
    • https://www.nist.gov/news-events/news/2026/02/nist-seeks-public-input-advance-ai-agent-interoperability-and-efficiency
    • Website episode page: https://www.michaelhbm.com/AIChangeDesk/episodes/brief-2026-02-25-ai-brief.html
    • Apple Podcasts: https://podcasts.apple.com/us/podcast/ai-change-desk/id1876677295
    • Spotify: https://open.spotify.com/show/5X1sLLTeULqFCdt7aaisGD

    AI-assisted tools were used in research and production support. Final editorial judgment and release approval remained human-led.

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    9 分
  • AI Brief | EP008: Model release control validation
    2026/03/11

    Two current operator signals, translated into a plain-language weekly control block.

    • OpenAI announced plans to acquire Promptfoo, pushing testing/eval workflows further into default AI release practice.
    • Anthropic launched The Anthropic Institute while NIST reinforced monitoring guidance context for deployed AI systems.
    • A 35-minute operator block you can run weekly with one owner and clear pause authority.
    1. Require a tiny evidence packet for each AI behavior change (3 prompts + pass/fail + approver + rollback owner).
    2. Publish a one-page operator memo in plain language (approved, restricted, paused, exception path, next review).
    3. Run one mini pause drill each week: "output is wrong; who pauses in 10 minutes?"
    4. Block scale-up on any workflow missing named approver or rollback owner.
    • 00:00 Cold open + framing
    • 00:55 Boundary note complete / theme intro in
    • 01:10 Signal 1: OpenAI/Promptfoo and release evidence
    • 03:58 Signal 2: Anthropic Institute + NIST monitoring pressure
    • 06:05 Next-week 35-minute action block
    • 07:25 Close + outro
    • https://openai.com/index/openai-to-acquire-promptfoo/
    • https://www.promptfoo.dev/blog/promptfoo-joining-openai
    • https://techcrunch.com/2026/03/09/openai-acquires-promptfoo-to-secure-its-ai-agents/
    • https://www.anthropic.com/news/the-anthropic-institute
    • https://www.theverge.com/ai-artificial-intelligence/892478/anthropic-institute-think-tank-claude-pentagon-jack-clark
    • https://www.nist.gov/news-events/news/2026/03/new-report-challenges-monitoring-deployed-ai-systems
    • https://www.nist.gov/publications/challenges-monitoring-deployed-ai-systems-center-ai-standards-and-innovation
    • Episode page: https://www.michaelhbm.com/AIChangeDesk/
    • Apple Podcasts: https://podcasts.apple.com/us/podcast/ai-change-desk/id1876677295
    • Spotify: https://open.spotify.com/show/5X1sLLTeULqFCdt7aaisGD

    AI-assisted tools were used in parts of research and production support. Final editorial judgment and release approval remained human-led. This is operational guidance, not legal advice.

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    10 分
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