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THE DAILY BRIEFING

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Only 13% of CIOs say AI has paid off

6 min read

Only 13% of CIOs say AI has paid off

Automated evals that lift accuracy from 78.6% to 90.5% and an open model for text-heavy graphics

Meta Rewrites Its Crawler Terms, the 30-Day Window Where Upsells Work Up to 10x Better, and a Router That Cut Median Agent Cost 64%

6 min read

Meta Rewrites Its Crawler Terms, the 30-Day Window Where Upsells Work Up to 10x Better, and a Router That Cut Median Agent Cost 64%

Plus: Later's 89% jump in creator payouts, why coding agents fix more bugs with whole files, ngram 2.0 reviewed, and 6 startups funded since Friday.

DeepSeek's $0.75 Search API, 71.5% of AI Tokens Go Open-Weight, and How Reddit Lost Its Grip on ChatGPT's Answers

5 min read

DeepSeek's $0.75 Search API, 71.5% of AI Tokens Go Open-Weight, and How Reddit Lost Its Grip on ChatGPT's Answers

Plus: the cache trick that cut an agent's cost 4x, why AI judges flip their verdicts, OpenSEO, and 5 startups funded this week.

FOR MEMBERS · $5 A MONTH

Tutorials: step-by-step builds you can ship this week

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The Trojan Horse Chrome Extension

The Trojan Horse Chrome Extension

Code + Design + Playbook

An N8N automation flow for onboarding clients

An N8N automation flow for onboarding clients

Code + Design + Playbook

The public congressional stock disclosures tracker

The public congressional stock disclosures tracker

Code + Design + Playbook

Your Local AI Assistant Pipeline

Your Local AI Assistant Pipeline

Code + Design + Playbook

ARCHIVE

Earlier editions

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27M Creator Businesses, the 75% AI Trust Premium, and a new LinkedIn creator tool

27M Creator Businesses, the 75% AI Trust Premium, and a new LinkedIn creator tool

Approval gates that make your agent ask before it executes, new research on agents that tune their own harness, and Pancake, the outbound stack your AI agent can run

Oct 18, 2026

Claude's One-Click Revolution, 272M Kids Without Schools, and the $1.7B Gene-Editing Bet ARK Won't Stop Buying

Claude's One-Click Revolution, 272M Kids Without Schools, and the $1.7B Gene-Editing Bet ARK Won't Stop Buying

Desktop Extensions just killed MCP configuration headaches, AI-powered education could unlock billions, and a battered biotech is down 50% with Phase 3 data coming—here's what builders, investors, and sellers need to know.

Jan 28, 2026

Clawdbot's 180 Million Token Week, Archer's $126M Airport Bet, and Why 64% of Media Execs are betting on AI to automate back-office

Clawdbot's 180 Million Token Week, Archer's $126M Airport Bet, and Why 64% of Media Execs are betting on AI to automate back-office

The open-source AI assistant running on a Mac mini is replacing cloud subscriptions. The air taxi company bought its own airport. And the Reuters Institute survey reveals where media's AI budgets are actually going. Here's how solopreneurs can ride all three waves.

Jan 27, 2026

Video Platforms' 21% AI Slop Problem, $117M in Zombie Revenue, and Why "Soft Adventure" can be your next creator play

Video Platforms' 21% AI Slop Problem, $117M in Zombie Revenue, and Why "Soft Adventure" can be your next creator play

The algorithm is now one-fifth synthetic, glamping is the new luxury, and your SaaS waitlist is sitting on untapped G2 gold.

Jan 23, 2026

Civitai's Style Stock Market, The 110% Analog Surge, and Why Your Next Sale Comes From a $0.99 PDF

Civitai's Style Stock Market, The 110% Analog Surge, and Why Your Next Sale Comes From a $0.99 PDF

The Creator Economy just financialised aesthetic influence, Pinterest proves slow is the new fast, and we're building a zero-cost newsletter engine from Substack's own leaderboard.

Jan 21, 2026

OpenAI's $20B Rocket, The 56% AI Dead Zone, and Why Your Next Customer is a Bot

OpenAI's $20B Rocket, The 56% AI Dead Zone, and Why Your Next Customer is a Bot

The Davos split-screen exposes the AI profit paradox—and the playbook for crossing the implementation gap.

Jan 20, 2026

OpenAI's $1.4T Bet on AGI, 61% of Shoppers Going Analog, and the Markdown Trick That Gets LLMs to Cite You

OpenAI's $1.4T Bet on AGI, 61% of Shoppers Going Analog, and the Markdown Trick That Gets LLMs to Cite You

Ads are coming to LLM's. Meanwhile, the smartest play might be going offline—and making your content robot-readable.

Jan 19, 2026

TSMC's $56B Bet, 50 Trillion Tokens, and the Hidden Signals That Move Markets

TSMC's $56B Bet, 50 Trillion Tokens, and the Hidden Signals That Move Markets

The world's biggest chipmaker admits he's nervous about AI. Meanwhile, autonomous agents are processing more data in six days than humanity has ever written. Today: how to scrape the alpha before Wall Street wakes up.

Jan 17, 2026

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FRESH THIS EDITION

Interesting links

Reflection releases Beam, a 501B open-weight model for coding and agents

reflection.ai · 16 Oct

Anthropic commits 5% of its shares to a Public Benefit Fund

anthropic.com · 18 Oct

YouTube Music adds AI labels; using AI doesn't by itself stop a track earning money

TechCrunch · 14 Oct

The EU publishes EN 18286, the first standard under the AI Act

European Commission · 19 Oct

xAI's Grok Voice 3.0 lands in its Voice Agent API at $0.08/min

x.ai · 14 Oct

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