AI Agentic Time Horizons Measure Task Difficulty, Not Running Time A two-hour AI time horizon describes the difficulty of tasks it can solve, not two hours of dependable unsupervised work. AI 2 Jan 2026 2 min read
AI Jagged Intelligence Matters Because Uneven AI Capability Is a Trust Problem The real danger of jagged intelligence is not that AI is sometimes wrong. It is that AI is inconsistently right in ways people fail to notice. AI 2 Jan 2026 4 min read
AI Long-Term Memory Storage Matters Because It Turns AI Into a Persistent Actor Long-term memory storage is not just a bigger context window. It is the architecture that turns AI from a momentary tool into a persistent actor. AI 2 Jan 2026 5 min read
AI AI Predictions 2026: Why Memory and AI Agents Matter More Than AGI 2026 probably won’t deliver AGI. It will deliver more persistent AI agents with memory, longer task horizons, and much bigger consequences for work, trust, and governance. AI 2 Jan 2026 8 min read
Compute Extropic and the AI Energy Problem: Why Thermodynamic Chips Matter AI is hitting an energy wall. Extropic thinks a different kind of chip could change the economics of sampling. Compute 3 Nov 2025 6 min read
Robotics Large Behavior Models Matter Because They Could Change Robotics’ Real Bottleneck The real meaning of large behavior models is not that Atlas has “one brain.” It is that robotics may be shifting from glue-code engineering toward data, evaluation, and reliability discipline. Robotics 4 Sep 2025 4 min read
Energy Enhanced Geothermal Systems: Why Firm Clean Power Could Become AI’s Most Underrated Energy Bet EGS matters because the AI energy race will not be won by glamour tech alone, but by whoever can deliver reliable clean power at scale. Energy 3 Sep 2025 5 min read
Compute High Bandwidth Memory: Why HBM Is Deciding the AI Supply War In the AI boom, compute gets the headlines. HBM decides who can actually ship at scale. Compute 3 Sep 2025 5 min read
Biotech Prime Editing in Humans: First Proof, Big Questions Ahead Prime editing has crossed from elegant theory into the clinic, but the hardest questions are still ahead. Biotech 24 Aug 2025 4 min read
Longevity Ca-AKG and Longevity: The Clock Is Not the Outcome Ca-AKG studies measure different things. New mouse results and human clock data show why a biological-age reading cannot promise a longer life. LongevitySource analysis Updated 6 Sep 2026 3 min read
Longevity Glycine and Sleep: What a Small Study Can Actually Tell You How should you read a glycine sleep claim? A source-based guide to study design, useful comparisons, and the questions a supplement label leaves open. LongevitySource analysis Updated 6 Sep 2026 3 min read
AI AI Video Is Changing Hollywood First as Workflow, Not as Art The real AI-video shift is not prettier synthetic clips. It is that studios can now route selected shots through generative systems and start redesigning the pipeline around them. AI 17 Aug 2025 4 min read
