Luciano Ayres

The Executive AI Brief

The evidence behind your next AI decision.

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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Every call is graded Act now, Evaluate or Monitor, across the brief, the numbers and the casebook.

Latest calls · · 8 min read

Frontier AI Model Pricing and AI-Led Restructuring

Anthropic ships Fable and Mythos 5.2, Meta prices Muse Ember at $0.10 per million tokens, Qantas moves 850 roles to Accenture, and Fireworks AI widens a breach.

Leaders should route work by task value and check what their AI vendors store.

  1. EvaluateFoundation Models. Anthropic's Fable 5.2 leads its vendor-reported coding and automation benchmarks, but at $8 and $40 per million tokens it pays off only on the hardest tasks; CIOs should reserve it for work where quality is worth the premium.
  2. EvaluateAI & the Workforce. Qantas is tying an 850-role outsourcing plan to legacy modernization and AI, a template boards will see copied; CHROs should prepare how they explain and sequence AI-linked restructuring.
  3. Act nowAI Security. Fireworks AI confirmed that an October 24 intrusion reached billing data for customers and secrets, datasets and partial model weights for some; CISOs should rotate secrets held on AI infrastructure platforms.

Read the full briefPrevious: AI Deepfake CEO Fraud and AI Capacity Shifts

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
Browse all cases

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.

All field notes

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

How to keep up

A rhythm built for busy leaders.

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