Welcome to May 4, 2026

The Singularity is being measured by the very minds it’s about to outpace. OpenAI’s Greg Brockman estimates we’re about 80% of the way to AGI, and Sam Altman concedes that, despite the temptation of cheaper and faster, smarter is still the most important thing, warning users to get ready for their lives to be changed by the next major leap after GPT-5.5. The lab heads now read their own creations like grandmasters. Demis Hassabis, a former chess prodigy himself, plays chess against Gemini to trace its chain-of-thought, sensing precisely when the model starts reasoning itself into trouble. The models have begun contributing original work back. Harmonic’s formal reasoning agent is now solving recently posed research problems with proofs that leading number theorists call “correct, simple, elegant, and beautiful,” complete with novel ideas of their own. The frontier still skews American for now. NIST’s CAISI evaluates Chinese models as lagging by 8 months, a verdict echoed by independent analysis which noted that adjusting for token usage and eval freshness reveals a much wider gap than the 4-5 months crude benchmarks suggest.

The infrastructure to host all this is bending the macroeconomy into a new shape. Morgan Stanley now expects the five hyperscalers to spend $805B in 2026 and $1.1 trillion in 2027, roughly equal to all non-tech S&P 500 capex combined. David Sacks notes that AI accounted for 75% of Q1 GDP growth with a 2.5-3% capex tailwind, observing that polls may show AI to be unpopular but economic growth never is, making any halt to AI equivalent to halting the US economy. Yet the fleet is far from saturated. xAI is reportedly using just 11% of its 550,000 Nvidia GPUs compared to Meta and Google’s 43-46% utilization, suggesting a vast reservoir of latent compute. The footprint is going vertical and orbital. Japan’s $23B data center market is set to grow 50% by 2030, with 52-meter towers rising in urban Tokyo parking lots, while Starcloud is in talks for a $2.2B valuation just one month after closing at $1.1B, building solar-fed data centers in low Earth orbit. Even Japanese toilet makers are pivoting. Toto’s shares surged 18% to a five-year high after announcing record profits and revealing it is now the world’s second-largest producer of electrostatic chucks for NAND chip manufacturing.

Robots are quietly filling the human-shaped holes in the service economy. Over China’s May Day holiday, humanoid robots autonomously ran retail kiosks for tourists, while Boston Dynamics is being squeezed by Hyundai to scale from four Atlas humanoids per month to the tens of thousands needed across carmaking plants in coming years, with a new manufacturing facility opening in the coming months. Even fire suppression is mechanizing. Sonic Fire Tech is testing acoustic fire suppression with CAL FIRE, swapping water for sound waves. Synthetic creativity is compounding on a similar curve. Suno already has 2M+ paying users and $300M annualized revenue on the back of AI-generated music alone.

Biology is being indexed at every scale. fMRI scans have revealed three distinct ADHD subtypes, one marked by severe emotional dysregulation, finally giving the disorder a brain-resolved taxonomy. Johns Hopkins researchers used whole-organism 3D mapping to reconstruct the vascular and nervous systems of macaque, mouse, and turtle embryos, finding vasculature with fractal dimension ~3 (space-filling, prioritizing proximity to every cell) and nerves with fractal dimension ~2 (sheet-like, optimized for signal). Longevity is having a moment too. Taiwanese grandmothers aged 89 to 91 are now training with barbells as their super-aged society retools its gyms.

Other species are also getting upgrades. French toy spaniel Lazare just hit his 31st birthday, set to be named the world’s oldest ever dog. Atlantic salmon, when exposed to cocaine, swam roughly twice as far and dispersed over a wider area, a reminder that the vertebrate reward circuit is older than the jawbone. Even sperm whales now have AI minders. Project CETI’s autonomous “backseat driver” glider uses a four-element hydrophone array to detect echolocation clicks and silently steer toward whale pods, changing buoyancy only a few seconds per hour to keep its acoustic footprint minimal while staying more than 100 meters from the pods.

Government is being rewritten by AI, with or without invitation. The UAE has directed 50% of federal operations to run on agentic AI within two years. South Africa’s communications minister, meanwhile, had to withdraw a draft national AI policy after discovering it had been written by AI, complete with fictitious academic citations.

Any sufficiently advanced AI is indistinguishable from civilization.