Luciano Ayres

The Executive AI Brief

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What changed in enterprise AI, what it means and what to do next, every weekday, backed by live data and real company results.

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Latest calls · · 8 min read

AI Capital Bets and Mandatory AI Safeguards

Anthropic sets a $70–$78 IPO range with $26 billion from suppliers, Australia plans mandatory AI rules, and CoreWeave lifts its backlog to $132.5 billion.

Leaders should plan for deeper AI vendors, stricter incident rules and logged AI tool use.

  1. EvaluateAI Investments & Initiatives. Anthropic's IPO ties its chip and cloud suppliers to its success with $26 billion, and its new office tools put Claude in direct competition with Microsoft 365 and Google Workspace; CIOs should reassess where Claude fits in their productivity stack.
  2. EvaluateAI Regulation & Governance. Australia plans mandatory incident reporting, independent model testing and a penalty-wielding AI regulator for frontier developers; general counsel and CISOs should expect the same terms in vendor contracts.
  3. Act nowAI Security. A Point72 unit alleges an analyst ran 4,117 queries through company-provided Claude Code and Codex to extract a team's code; CISOs should make sure AI coding tool logs are kept and reviewed.

Read the full briefPrevious: Frontier AI Model Pricing and AI-Led Restructuring

Where enterprise AI stands · Edition of November 10, 2026

Only one lab now sits at the AI frontier: Epoch AI's index on November 9 puts Anthropic's Claude Fable 5.2 ahead, with no rival within statistical reach.

Keep model contracts portable, broaden AI search work beyond one assistant, and plan for more capacity.

Read the edition note

Ask the data

43 indicators, each with its source · All indicators

The Enterprise AI Casebook

What worked elsewhere, with the receipts.

Real organizations, the result they measured, and how far you can trust it.

  • 16 cases
  • 7 proven
  • 5 promising
  • 4 mixed results
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From the editor · Field Notes

The view from someone who has done it.

Essays, practical articles, quick takes, predictions on the record and the resources I actually use.

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Essay2 min read

Code was never the bottleneck.

AI is great at building software right. It can't tell you whether you're building the right thing. Why verification and validation are different questions, and why the second matters more now.

On the horizon

Dates to plan for.

Rules that start to apply, and the outlook on what comes next.

  1. European UnionEU AI Act deadline to mark AI-generated content from existing systems
  2. European UnionEU AI Act bans AI-generated non-consensual intimate imagery
  3. California, United StatesCalifornia rules for automated decisionmaking technology apply

All regulatory dates · 7 model retirements ahead

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