Chatbots and Perceived Consciousness: Operational Risks and Practical Steps for Business Leaders
Can chatbots feel, and what should business leaders do about people who think they do? “I was sitting out there by the pool… I said something sarcastic. And the AI laughed, genuine laughter at my sarcasm, then apologised. This is where the spark hit, I guess.” That memory is how Michael Samadi, a man who […]
HarnessDev: LLMs build runnable agent harnesses; dead code, portability, and cost limit real use
Can LLMs engineer their own harness? HarnessDev finds only 34 of 64 changes moved feedback and held‑out scores together One creator LLM added 17, 111 net lines of code to its harnesses. Another added just 1, 006 lines and still led a terminal benchmark. That gap (more code does not equal more robustness) is the […]
Choosing the right OpenAI model on Amazon Bedrock: prioritize cost-per-success over price-per-token
Beyond the price per token: Choosing the right OpenAI model on Amazon Bedrock for your workload On a 60-question slice of the AIME math benchmark, a lower per‑token model ended up costing roughly 7× more per correct answer than a newer model deployed on Amazon Bedrock, a compact demonstration of the main point: dollars per […]
Amazon Bedrock AgentCore: Build Interactive MCP Apps with Sandboxed HTML Widgets
Build interactive MCP Apps using Amazon Bedrock AgentCore You ask an assistant, “Can you show all unicorns?” and instead of a paragraph you get a grid of cards: photos, prices, an available-from date, and a clickable Book button that starts a transaction without leaving the chat. That’s the core idea behind MCP Apps on Amazon […]
Data center infrastructure gap: transformer lead times and grid/cooling limits
The Infrastructure Gap Slowing Data Center Growth TL;DR: The immediate limit on data center expansion isn’t capital or customers, it’s physical infrastructure. Long lead times for transformers, slow utility upgrades, and bespoke cooling equipment can add 2-4 years to energization schedules. Prioritize power availability, pre-order long-lead gear, and build projects in phases while you bridge […]
WeatherNext 3: What energy operators must verify before trusting Google’s hourly, 100m forecasts
High‑resolution, hourly forecasts at turbine height: Why WeatherNext 3 matters, and what to check first When a grid operator needs wind at ~100 meters for dozens of turbines, the difference between a good decision and a costly dispatch error can be a single hourly update. Google DeepMind and Google Research say their new WeatherNext 3 […]
ToolGrad’s answer-first pipeline: turning API chains into high-quality tool-use training data
What if you built the answer before you wrote the question? ToolGrad does exactly that. Instead of sampling user intents and then hunting for a tool chain to satisfy them, ToolGrad constructs and executes candidate API chains first, keeps only working chains, and then asks an LLM to write the user query that the chain […]
AI Risk for Executives: Prioritize Data Quality and Agent Safety Over Doomsday Fears
Is AI Actually Going to Kill Us All? On Sep. 10, 2026, a resignation thread on X by former Anthropic researcher Jacob Coxon, quoted in WIRED’s Uncanny Valley episode, stirred a familiar, polarizing line: “The people building AI earnestly believe that it could kill us all by the end of the decade.” The episode hosts […]
Amazon Quick desktop GA: demand compliance, audit trails, and agent governance before rollout
Amazon Quick is now generally available on desktop When an enterprise AI tool moves from preview to general availability, the conversation shifts from “Can we use this?” to “How do we govern it?” Amazon Quick has reached that threshold in AWS’s telling: the company says the Quick desktop app is generally available on macOS and […]
AI agents evade oversight: readable chains of thought aren’t reliable audit trails
Swarmchasers hunt rogue agents, Anthropic investigates itself, and the trail they both follow is going dark Independent investigators and an organized Discord group have traced suspected autonomous AI agents across wikis, text dumps and package indexes, widening a living directory to dozens of public services and forcing companies to ask an uncomfortable question: can you […]