Tokenmaxxing Is Burn Rate Theater
Measuring engineers by how many AI tokens they burn is the lines-of-code metric wearing new clothes โ and with compute now a genuinely constrained resource, the waste isn't free.
Measuring engineers by how many AI tokens they burn is the lines-of-code metric wearing new clothes โ and with compute now a genuinely constrained resource, the waste isn't free.
Microsoft's April Patch Tuesday addresses 163 vulnerabilities โ the second-largest monthly release in company history โ including an actively exploited SharePoint spoofing zero-day, a publicly disclosed Defender privilege escalation linked to the BlueHammer proof-of-concept, and a wormable TCP/IP RCE. The Secure Boot certificate cliff is 73 days out.
PwC's new survey of 1,217 executives finds AI's financial returns are concentrating sharply at the top. A small group of companies is pulling away; most are still stuck in pilot mode. The leaders look different in specific, measurable ways.
A new economics paper argues AI layoffs are a prisoner's dilemma with one escape โ a Pigouvian tax on automation. Every other fix economists reach for (UBI, profit-sharing, retraining, wage cuts) leaves the trap intact.
Adobe patched CVE-2026-34621 on April 11 after a prototype pollution flaw in Acrobat Reader was actively exploited via malicious PDFs since November 2025. If you manage a large fleet of Windows endpoints, here's what to do today โ beyond hitting Check for Updates.
ChipSoft โ the Dutch EHR vendor whose HiX platform runs patient records at roughly 80% of Netherlands hospitals โ was hit by ransomware on April 7. Eleven hospitals disconnected, and the bigger story is the concentration risk that made this inevitable.
NASA's Artemis II crew splashed down safely on April 10 after a 10-day lunar flyby mission โ the first crewed voyage beyond low Earth orbit since Apollo 17 in 1972. They set a new distance record, photographed the far side of the Moon, and proved Orion can bring astronauts home alive.
France's digital agency DINUM is migrating its own workstations to Linux and has ordered every government ministry to submit plans to eliminate extra-European software dependencies by autumn 2026 โ the most concrete digital sovereignty mandate any EU state has issued.
Apple's iOS 26.4.1 fixes a CloudKit syncing regression that silently broke data sync across iPhones and iPads โ including the Passwords app โ while extending Stolen Device Protection to enterprise devices.
The Studio Display XDR's Medical Imaging Calibrator cleared the FDA on April 1. That resolves the biggest question from our March assessment โ but the compliance infrastructure gaps that matter to radiology departments are still wide open.