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Forty Percent Is a Test Score, Not a Plan

Forty Percent Is a Test Score, Not a Plan

+ Anthropic values knowledge work above $40 trillion, its newest model clears 41.3 percent of a freelance-work benchmark, and the gap between test and office decides control.

Preserve judgment before cutting the meeting

Preserve judgment before cutting the meeting

+ meeting cuts are a design input, the cost is spread across the organization, one meeting becomes an operating system

Anthropic's IPO pays the cloud first

Anthropic's IPO pays the cloud first

+ what the S-1 shows, Amazon's convertible notes, Google's 14.99% ceiling

THE LATEST


Nov 13, 2026

•

1 min read

Preserve judgment before cutting the meeting

+ meeting cuts are a design input, the cost is spread across the organization, one meeting becomes an operating system

Nov 12, 2026

•

2 min read

Anthropic's IPO pays the cloud first

+ what the S-1 shows, Amazon's convertible notes, Google's 14.99% ceiling

Nov 10, 2026

•

2 min read

Sovereign AI and Open Source Was the Real Winner Last Week

What Sovereign AI changes for companies that need to control their data, model updates, and decisions.

THE MISSION

Give every employee 15 years of wisdom from day one.

Private, role-specific AI coworkers built from your company’s knowledge, decisions, and best people. Every employee, backed by a WisdomTwin.

01
Signal over noise.
The developments enterprise leaders need, explained without hype.

02
Control over dependency.
Practical intelligence for organizations that intend to own their AI.

TRENDING


Forty Percent Is a Test Score, Not a Plan

Nov 13, 2026

•

3 min read

Forty Percent Is a Test Score, Not a Plan

+ Anthropic values knowledge work above $40 trillion, its newest model clears 41.3 percent of a freelance-work benchmark, and the gap between test and office decides control.

Roman Bodnarchuk
Roman Bodnarchuk
Preserve judgment before cutting the meeting

Nov 13, 2026

•

1 min read

Preserve judgment before cutting the meeting

+ meeting cuts are a design input, the cost is spread across the organization, one meeting becomes an operating system

Roman Bodnarchuk
Roman Bodnarchuk
Anthropic's IPO pays the cloud first

Nov 12, 2026

•

2 min read

Anthropic's IPO pays the cloud first

+ what the S-1 shows, Amazon's convertible notes, Google's 14.99% ceiling

Roman Bodnarchuk
Roman Bodnarchuk
Sovereign AI and Open Source Was the Real Winner Last Week

Nov 10, 2026

•

2 min read

Sovereign AI and Open Source Was the Real Winner Last Week

What Sovereign AI changes for companies that need to control their data, model updates, and decisions.

Roman Bodnarchuk
Roman Bodnarchuk
Classify the agent before it acts

Nov 10, 2026

•

2 min read

Classify the agent before it acts

A two-axis method that replaces case-by-case AI approvals

Roman Bodnarchuk
Roman Bodnarchuk
The Meeting Tax: $25,000 a Year, Per Employee, for Meetings You Could Have Skipped

Nov 4, 2026

•

3 min read

The Meeting Tax: $25,000 a Year, Per Employee, for Meetings You Could Have Skipped

A survey of 632 employees put a price on wasted meeting time. The number is ugly.

Roman Bodnarchuk
Roman Bodnarchuk
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