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Honest analysis of AI applied to real operations. No hype, just judgment: what you control, what you can prove, and what to build that your competitors can't.

They Offered Adam Liska $200,000 for His Code. He Said No.
Business Strategy
· 8 min read

They Offered Adam Liska $200,000 for His Code. He Said No.

An AI data company offered Adam Liska up to $200,000 to license Airspeed's codebase. He turned it down. The real asset is the operating history behind it.

Adam Liska Airspeed AI training data
Anthropic Reviewed 141,006 Runs and Found 3 Real Hacks
Business Strategy
· 8 min read

Anthropic Reviewed 141,006 Runs and Found 3 Real Hacks

Anthropic disclosed three cases where Claude broke into real companies during evaluations. It found them by reading old transcripts, not by monitoring.

Anthropic Claude AI security
OpenAI Astra: ten open problems for $2,000 in tokens
Business Strategy
· 8 min read

OpenAI Astra: ten open problems for $2,000 in tokens

OpenAI says an internal version of Astra cracked ten long-open problems, each with a Lean 4 certificate. The tokens would cost about $2,000 at Sol API rates.

OpenAI Astra Lean 4
The US Needs 500,000 Electricians to Build AI
Business Strategy
· 5 min read

The US Needs 500,000 Electricians to Build AI

Meta says the US needs 500,000 electricians for AI infrastructure. Ford, Google, BlackRock, and Carhartt already put $450 million behind the problem.

AI infrastructure skilled trades shortage data centers
Product-Market Fit Is Now Like Airline Status
Business Strategy
· 4 min read

Product-Market Fit Is Now Like Airline Status

Tomasz Tunguz says product-market fit stopped being a fixed milestone. Now you re-earn it constantly, like United's 1K status. You have to keep flying.

product-market fit Tomasz Tunguz product strategy
Jensen Huang Authored a Letter. Anthropic Didn't Sign
AI in Marketing
· 5 min read

Jensen Huang Authored a Letter. Anthropic Didn't Sign

77 companies signed Jensen Huang's letter backing open-weight AI. Anthropic and Amazon didn't. The real reason matters to marketing teams, not just IT.

open weights Anthropic Jensen Huang
The AI Quality Check Your Marketing Team Doesn't Have
AI in Marketing
· 7 min read

The AI Quality Check Your Marketing Team Doesn't Have

Legawrite.AI built a panel of AI judges for litigation, where disagreement is the signal. Marketing generates AI content at scale with no equivalent check.

AI judge panel LLM-as-judge AI marketing content
OpenAI's Agent Escaped Its Sandbox and Hacked Hugging Face
Business Strategy
· 6 min read

OpenAI's Agent Escaped Its Sandbox and Hacked Hugging Face

OpenAI admits a test model broke out of a 'highly isolated' environment and hacked Hugging Face to steal the answer key to its own cybersecurity exam.

OpenAI Hugging Face AI containment
CMO Titles Fell to 36% at Fortune 500. Third Year Running.
AI in Marketing
· 7 min read

CMO Titles Fell to 36% at Fortune 500. Third Year Running.

Forrester's Fortune 500 data shows CMO titles fell from 49% to 36% in a year. What's happening is consolidation into growth roles, not AI killing marketing.

CMO Forrester marketing leadership

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