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Pragmatic AI for your business

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.

Amodei Told the Senate to Audit AI Before It Turns Lethal
Business Strategy
· 5 min read

Amodei Told the Senate to Audit AI Before It Turns Lethal

Dario Amodei asked the Senate for mandatory testing of frontier AI models, comparing them to airplanes. Your company should be demanding the same thing

Dario Amodei Anthropic AI governance
AI Doesn't Make You Better. It Amplifies What You Are
AI & Automation
· 5 min read

AI Doesn't Make You Better. It Amplifies What You Are

An engineer with Claude closes in an afternoon what used to take a week. The same tool, in careless hands, wipes a production database instead.

AI agents AI governance Claude Code
Marketing Doesn't Need More AI. It Needs Less Sediment.
AI in Marketing
· 6 min read

Marketing Doesn't Need More AI. It Needs Less Sediment.

Before you automate a marketing workflow with AI, ask if you'd design it the same way today. If the answer is no, AI just gives you faster sediment

B2B marketing marketing automation marketing operations
Anthropic's J-Space Can Now Audit Claude's Intent
Business Strategy
· 7 min read

Anthropic's J-Space Can Now Audit Claude's Intent

Anthropic published the J-space: an internal layer that audits what Claude is thinking before it answers, catching deception, fabrication, and hidden goals.

J-space Anthropic Claude
Bridgewater Fine-Tuned a Model and Beat GPT, Claude, Gemini
Business Strategy
· 5 min read

Bridgewater Fine-Tuned a Model and Beat GPT, Claude, Gemini

Bridgewater trained Qwen3-235B with Tinker and hit 84.7% accuracy, 13.8x cheaper than GPT, Claude, and Gemini with the best prompts money could write.

Bridgewater Thinking Machines Tinker
Karp Attacked AI Pricing on CNBC. A Bill Proved Him Right.
Business Strategy
· 6 min read

Karp Attacked AI Pricing on CNBC. A Bill Proved Him Right.

Alex Karp accused OpenAI and Anthropic of extracting value through token pricing. Days later, Pylon's CEO watched his Anthropic bill jump from $400K to $1.4M without using more AI.

Alex Karp Anthropic Palantir
AI doesn't retire your expert. It makes them critical.
Business Strategy
· 5 min read

AI doesn't retire your expert. It makes them critical.

AARP measured it: the first technology that gives the experienced worker more job security than the young one. Losing them to early retirement is losing your asset.

AI adoption talent management professional experience

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