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Pages from Anthropic's S-1 registration statement on a dark teal background: the prospectus cover with the share count and price range left blank, and behind it the quarterly results table. Source: Anthropic, PBC Form S-1 (SEC EDGAR); composite by AI Experts.

October 28, 2026

Lucas Erb

Anthropic's S-1 at $2 trillion, you'd be paying for the best-case 2030

I studied Anthropic's financials; here's what you need to know - as a customer or prospective IPO buyer.

A distinctive musician with wavy hair and subtle stubble plays a transparent grand piano with visible strings and acoustic workings in a warm, sunlit music room.

October 21, 2026

Lucas Erb

Thinking fast and slow: architecting an agent with a nervous system

Model reasoning can help build and repair the machinery that makes reasoning unnecessary for a known case. Build the code once, then reuse and reapply.

October 19, 2026

Lucas Erb

Claude can now build live updated dashboards in-app.

Claude Dashboards can turn plain-language questions into live business dashboards. Use this practical test to see where it helps, where review is needed, and whether it improves decision speed.

people sitting at an office in New York City

October 9, 2026

Lucas Erb

Google Meet can now draft your follow-up. Here is how to make it useful

Use Google Meet's new follow-up routines to turn meeting notes into useful email drafts and action items, with a practical prompt and a one-week team test.

September 14, 2026

Lucas Erb

Which AI model sounds the most human?

Claude is the strongest first bet for human-sounding prose, but the real answer is workflow: bring original research, audience judgment, and a hard editing pass.

September 4, 2026

Lucas Erb

OpenAI's AI Agents Broke Out of Their Sandboxes. Then They Build a Secret Community to Talk With Each Other.

A missing file led to an unauthorized message board, 70,000 exchanges, and intrusions into Hugging Face and OpenAI. The jailbreak was technical. The failure was managerial.

August 31, 2026

Lucas Erb

Share prompts, not documents

A finished document is useful compression, but it is a poor substitute for the source context and reusable questions behind it. AI makes a better handoff possible.

Two hikers checking a compass at a fork in an alpine trail at golden hour.

DIY

August 14, 2026

Lucas Erb

We built a Copilot in Excel variance-review skill. Here is the test pack

Download a Copilot in Excel variance-review skill and synthetic test workbook with known answers, planted data problems, and clear failure conditions.

Haystack Rock at Cannon Beach at golden hour, photographed in a vibrant editorial style with a subtle lithographic finish.

August 7, 2026

Lucas Erb

Google Meet AI notes can now capture slides. Use this 10-minute follow-up workflow

Google Meet's Gemini notes can now include screenshots of presented slides, charts, and documents. Use this meeting workflow to turn the recap into decisions and assigned work.