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Copilots are over. Auditable coworkers are next.

Jan 15, 2026

•

15 min read

Copilots are over. Auditable coworkers are next.

Agentic workflows move closer to "real work," while regulators and infra constraints quietly define what's feasible.

AI strategy

+6

Joao Coutinho
Joao Coutinho

THE LATEST


Jan 1, 2026

•

6 min read

January Playbook + 6 Bets for 2026

Less model drama. More operating reality—agents, evals, sovereignty, cost, and the new security perimeter.

AI strategy

+6

Dec 25, 2025

•

12 min read

Christmas Special: The 12 Signals That Shaped AI in 2025

Less model drama. More operating reality—agents, evals, sovereignty, cost, and the new security perimeter.

AI strategy

+7

Dec 18, 2025

•

15 min read

The Industrial Stack: When AI Becomes Infrastructure Economics

AI is no longer "just models." It's becoming an industrial stack: capital + compute supply chains + product economics + enterprise integrators + regulation as geopolitics. If your AI strategy still treats models as standalone products, you're planning for 2023.

AI strategy

+8

TRENDING


Back-to-School AI, DORA’s Wake-Up Call, and Vendor Risk in the Spotlight

Back-to-School AI, DORA’s Wake-Up Call, and Vendor Risk in the Spotlight

Why seasonal surges, platform maturity, and third-party breaches matter more than model labels

AI strategy

+3

Teens, Tools, and the Next Decade: What OpenAI & Anthropic’s new data mean for work, schools, and our kids

Teens, Tools, and the Next Decade: What OpenAI & Anthropic’s new data mean for work, schools, and our kids

AI adoption is changing how kids learn, work, and make decisions—with safety and judgment the new frontiers.

AI strategy

+4

Bubbles Build the Future: Bezos’ Optimism + This Week’s Agent Stack Shifts

Bubbles Build the Future: Bezos’ Optimism + This Week’s Agent Stack Shifts

Speculation funds infrastructure. Your job is to turn that runway into policy, telemetry, and compounding advantage.

AI strategy

+5

Mastering Multi-Agent Orchestration: Architectures, Patterns & ROI Benchmarks for 2025–2026

Mastering Multi-Agent Orchestration: Architectures, Patterns & ROI Benchmarks for 2025–2026

From one smart agent to an entire digital workforce

AI strategy

+4

OpenAI × Microsoft: the reset that ends lock-in and open multi-model strategies

OpenAI × Microsoft: the reset that ends lock-in and open multi-model strategies

What changed, why it matters, and the 3 moves to make before Q2.

AI strategy

+5

Microsoft's Phi-4-mini-flash-reasoning Shrinks AI to Phone Scale Without Breaking It

Microsoft's Phi-4-mini-flash-reasoning Shrinks AI to Phone Scale Without Breaking It

Small models finally deliver on the edge computing promise—but governance frameworks are racing to catch up

AI strategy

+6

When Design Meets Runtime: Style → Distribution → Governance

When Design Meets Runtime: Style → Distribution → Governance

When AI turns sketches into objects, films into governed creative pipelines, and marketplaces into the distribution rail for enterprise agents.

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