Insights archive
Every analysis we have published, newest first. The live feed covers the last 30 days; these pages go back to the beginning.
1090 stories · page 55 of 55
AI Safety Has a Math Problem Nobody Was Fixing
Apple researchers have identified and addressed a quiet but serious flaw in how AI models are trained to follow rules: the math used to combine multiple goals lets the model ace easy ones while quietly failing the important ones, and this has direct implications for anyone deploying AI in regulated or high-stakes settings.
· 2 min read
Taxing AI to Pay Displaced Workers: Will It Work?
A California governor candidate wants to tax AI companies for every unit of data they process and use that money to guarantee jobs for workers displaced by AI, raising a question that every government will eventually face: who pays when automation reshapes the workforce?
· 2 min read
AI Agents Need Live Data. The Plumbing Is Now Ready.
A universal standard for connecting AI agents to live external data sources has reached production maturity at enterprise scale, which means the gap between an AI agent that knows your internal history and one that can reason about the world right now is closing fast — and the governance risks that come with it are real.
· 3 min read
AI Now Does Expert Work in Minutes, Not Days
Halliburton built an AI assistant that configures complex data-processing workflows through plain conversation, cutting a task that took seasoned specialists up to 20 minutes down to under 30 seconds, and the pattern it represents is spreading fast across every industry that runs on expert knowledge.
· 2 min read
Your Data Has Been Lying to You for Years
Databricks has published research showing its AI data agent can resolve the contradictory-dashboard problem that quietly plagues nearly every organisation, which signals a broader shift in what enterprise AI can actually do with messy, real-world data.
· 2 min read
AI Now Finds Security Holes Faster Than Anyone Can Fix Them
Anthropic's new AI model found tens of thousands of hidden flaws in the world's most used software before anyone else did, and the gap between how fast these holes are now being discovered and how fast organizations can actually fix them is the real danger facing every business.
· 2 min read
AI Toys Are Reaching Kids Before Regulators Can Act
Thousands of AI-powered children's toys are being sold globally with almost no safety oversight, built on adult AI models that their own makers prohibit children from using, and a wave of legislation is now forming that could reshape what is allowed on shelves within months.
· 3 min read
AI Is Solving the Wrong Problem for Wealth Advisors
The wealth management industry is racing toward a shortage of roughly 100,000 advisors within a decade, and AI tools like Databricks Genie that eliminate meeting preparation time may be the only realistic way to close that gap without sacrificing the quality of client relationships.
· 2 min read
Voice AI Can Finally Handle Real Conversations
OpenAI has moved its live voice technology out of testing and into full production, releasing three separate tools for voice agents, real-time translation, and live transcription — signaling that AI phone and voice systems are now genuinely ready for business use.
· 2 min read
AI Is Fixing the Broken Gap Between Your Doctor and a Specialist
A wave of well-funded startups is automating the administrative black hole between a doctor's referral and an actual specialist appointment, and the scale of the problem they're targeting is larger than most people realize.
· 2 min read