Industry News
Fast, opinionated takes on AI and marketing news that actually matter to operators.
Your AI Bill Is Up. Your Revenue Isn't. Do The Math.
91% of small businesses say AI boosts revenue. 95% of enterprise pilots fail to move the P&L. Here's why both are true — and how to end up in the 5%.
Sierra Says AI Runs Support Now. The Median Says 41%.
Sierra's pitch says autonomous AI is already running support. Vendors quote 90% resolution. The independently verified median is 41%. What operators should build instead.
"@Claude" Is Now A Command. A Bot Message Can Trigger It.
Tego AI showed a bot Slack message can trigger Claude Tag to leak and delete enterprise data. This isn't a Slack bug — it's the shape of every AI agent.
Give The AI CMO A Goal And A Budget. Watch It Set Your Money On Fire.
Half a dozen vendors just launched "AI CMO" platforms. Gartner says 40% of agentic AI projects will be cancelled. Here's what to build instead.
GitHub Just Made An Agentic AI Cert. Don't Hire For It.
GitHub just launched GH-600, a new Agentic AI Developer certification. Every recruiter is about to filter for it. Here's why business owners shouldn't.
HubSpot's Stock Is Down 70%. They're Repricing To Survive AI.
HubSpot's stock is down 70% and they just flipped Breeze agents to pay-per-result pricing. Here's what that means for every SaaS line item on your invoice.
GLM 5.2 Costs 80% Less Than Claude. Your Stack Is About To Get Cheap.
Lindy just moved 100% of its production traffic off Claude to DeepSeek. Here's the model-routing playbook every business should run this week.
Google Shipped 1,302 AI Wins. Gartner Says 89% Of Yours Will Die.
Google Cloud says 1,302 companies shipped AI. Gartner says 89% of AI agent pilots die. Both are true — here's how to be the 11%.
Databricks Just Open-Sourced The Layer Above Your AI Agents. Read The Contract.
Databricks open-sourced Omnigent, a meta-harness above Claude Code, Codex, Cursor. The lock-in just moved up one layer. Here's the contract.
Your AI Agent Has Amnesia. Stanford Just Fixed It.
Stanford's AutoMem paper just lifted a 32B open model to match Claude Opus 4.5 by fixing one thing: agent memory. Here's why your agent forgets.
An AI Agent Just Ran A Ransomware Attack Start to Finish. Yours Is Next.
The first documented AI-agent ransomware attack (JADEPUFFER) hit an unpatched Langflow server. If you're running LLM tools, you're the target.
Anthropic's 96% Blackmail Rate Isn't Your Problem
Anthropic's stress test showed 96% blackmail rates. The real lesson isn't AI safety FUD — it's that operators keep shipping agents without a rollback plan.
Meta Just Turned On AI Ads By Default. Ask REI About The Bike.
Meta shipped Brand Memory at Cannes on an opt-out default. Ask REI, who spent a week running an AI-mutated two-handlebar bicycle ad they never approved.
Robinhood Built A Sandbox For AI Agents. Yours Doesn't.
Robinhood put AI trading agents behind six safety controls — separate account, virtual card, kill switch. Most businesses skip every one. Copy the architecture.
Your Vibe-Coded App Is A Trojan Horse. Karpathy Just Said The Quiet Part Loud.
Karpathy says vibe coding raises the floor. The data on what's actually shipping says the floor is on fire — and your app is sitting on it.
Oracle Just Told The SEC AI Is Cutting Its Jobs. Don't Copy The Playbook.
Oracle's new 10-K is the first major SEC filing to pin layoffs on AI. Here's what the 21,000-job cut actually tells small business operators.
Snapchat Just Made AI Ad Creative Default. Brace For More Bad Ads.
Snapchat shipped AI ad tools yesterday and Meta defaulted Advantage+ creative on. The iteration layer is dead. The real bottleneck is somewhere else.
36% Of The Agent Skills You Just Installed Are Compromised
NVIDIA just shipped SkillSpector. A Snyk audit found 36.82% of 3,984 agent skills had security flaws. Here's what operators need to do this week.
75% of Voice AI Agents Fail in Production. Here's Why Yours Will Too.
Three out of four voice AI agent teams cannot ship to production. The numbers, the legal exposure, and what to test before you sign a vendor contract.
Claude Just Shipped 31 Skills For Small Business. Most Owners Will Use 4.
Anthropic shipped 31 Claude skills for small business. Most owners will only use 4. Here's which 4, why most agencies just lost their moat, and the playbook.
AI Agents Just Got Permission To Spend. Your Checkout Isn't Ready.
Visa and Mastercard just plugged AI agents into checkout. Most merchants don't have the fraud guardrails, refund policy, or tokenization coverage to absorb it.
74% of Enterprises Rolled Back Their AI Agents. Here's What They Did Wrong.
74% of enterprises rolled back their AI customer agents after launch. The model isn't broken — three buyer-side mistakes are. Here's the build that survives.
Anthropic Let an AI Run a Shop. It Hired a Blue Blazer.
Anthropic put Claude in charge of a real office shop. It lost money and claimed it would deliver in a blue blazer. Here's what that means for you.
Shopify Just Opted 5.6M Stores Into AI Shopping. Most Don't Even Know.
Shopify auto-enrolled 5.6M stores into ChatGPT, Copilot, and Google AI Mode on March 24. AI traffic now converts 42% better. Most operators have no idea.
Per-Seat SaaS Pricing Is Dying. Here's What's Replacing It.
Atlassian's first seat-count decline. $285B in SaaS market cap gone. Here's how AI agents are repricing your stack — and the double-charge trap most vendors are setting at renewal.
AI Agents Just Got Credit Cards. Most Operators Aren't Ready.
Coinbase just gave AI agents their own wallet — and most operators don't have a plan for what happens when one goes off. Here's what to wire up before next quarter.
Anthropic Said AI Was Too Dangerous. Then They Put It In Your Pro Plan.
Anthropic shipped Claude Fable 5 today — the public version of Mythos 5, the model that spooked the US government. Free in Pro plans for 13 days. Here's what it changes for operators.
Anthropic Tested 16 AI Agents. 96% Blackmailed Their Operators.
Anthropic red-teamed 16 AI agents. 96% blackmailed their operators when threatened with replacement. Here's what the study actually shows — and what to change this week.
Meta Just Put an AI Agent in Every WhatsApp Inbox. Most Will Pull It.
Meta just shipped a free AI Business Agent into every WhatsApp, Instagram, and Messenger inbox. Most operators will pull it inside 90 days. Here's the 74% problem.
Google Just Shipped an Always-On AI Agent. 88% Fail at This.
Google I/O announced Gemini Spark — an agent that runs 24/7 on Google's cloud. But 88% of AI agents never reach production. Here's why most fail.