AI Insights & Resources

A class-action lawsuit over Claude Max’s 5x and 20x tiers is a warning: AI plan marketing can be murky. How to vet AI vendor claims before you commit.

Runway now generates and edits video and images directly inside ChatGPT. What built-in AI media creation means for small-business marketing, and where to be careful.

New research shows AI models breaking under tiny, deliberate tweaks to their input. What adversarial fragility means for where you should — and shouldn’t — automate.

Apple says AI data-center demand is pushing memory prices up, and laptop buyers feel it. Why the AI boom is leaking into hardware costs, and how to plan budgets.

AI doesn’t only automate work — it creates new roles: agent security architects, AI project operators, eval specialists. What they mean for hiring and upskilling.

Notion now lets AI agents own tasks, and Claude can show up as a Slack coworker. AI is moving from a separate app into your existing tools — what that means.

Yoshua Bengio called for a coordinated pause on recursive AI self-improvement. What the escalating AI-safety debate actually means for everyday businesses.

OpenAI’s move to run coding agents in the cloud signals a shift to asynchronous AI — tasks that run while you’re away. What AI that works while you sleep means.

Prometheus raised a reported $12B to build an artificial general engineer for the physical world. What AI moving from words into engineering means for business.

The Five Eyes alliance issued a rare joint warning that AI-powered cyber threats are months away. What AI-driven attacks mean, and the defences to put in place.

Getty Images’ stock jumped 145% on an OpenAI licensing deal. Why AI’s hunger for quality data is turning proprietary content into a real revenue asset.

Humanoid robots reportedly started real work on a precision production line. What physical AI leaving the lab means for businesses, without the hype.

Oxford and Stanford researchers found AI can out-persuade expert humans. What AI’s persuasion power means for marketing, customer trust, and manipulation risk.

At YC’s latest batch, startups run lean with AI doing core work. What the AI-native operating model means for established businesses, and what to copy (or not).

Most AI predicts correlations; causal AI estimates what actually causes outcomes. Why causal AI matters for business decisions, and how to start thinking causally.

A Nature study found measurable deskilling in people who lean on AI. What skill erosion means for your business, and how to capture AI’s upside without it.

New confidential-computing tech runs large AI models on sensitive data with hardware-level privacy. What it means for firms that held back on AI over data risk.

AI gives generic answers because it doesn’t know your business. New context-layer tools like Databricks Genie Ontology fix that — why context makes AI useful.

Accenture’s stock fell ~20% as AI pressures the consulting model. What the disruption of traditional consulting means for how businesses buy AI expertise now.

An AI reportedly diagnosed 18 unsolved pediatric genetic cases in NEJM AI, while frontier health AI went free. What expert-level AI means for knowledge work.

New research suggests training AI on beneficial data in one area makes it more aligned across all tasks. Why trustworthiness is the development to watch.

Investors are pouring hundreds of millions into world models that simulate physical reality. What this next AI frontier is and what businesses should do now.

Coinbase’s AI agent reportedly became an SEC-registered investment advisor. What it means as AI agents take on real responsibility, and how to govern them.

OpenAI reportedly posted ~$13B revenue against ~$34B costs. The AI you use is subsidized — what the frontier AI tax means for the day the discounts end.