
State of AI — AI news, data, and strategy for enterprise leaders

Amazon Says Token Counts Are a "Deeply Flawed" Measure of AI Adoption. It Still Wants Managers Watching Them.
A memo to Amazon's engineers tells them that finding no use for AI in their work can be a legitimate result. It also tells managers to keep tracking which teams aren't adopting it.
Proton Will "Re-Interview" Staff About Their AI Use, and Jobs May Depend on It

Meta Engineer Says He's Now Shipping Code He Doesn't Fully Understand

Anthropic Warns of AI Worms Spreading on Smart Devices

Microsoft’s CEO Says Don’t Trust Your AI. Not Even His.

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Anthropic Is Now Running Its Own Drug Discovery Program Alongside Six Drug Developers
Anthropic bought a one-person biotech, reported early results from six drug partners and moved into the stretch of drug development OpenAI targeted last week.
Proton Will "Re-Interview" Staff About Their AI Use, and Jobs May Depend on It
A leaked email says selected Proton employees will be assessed on their AI use between November 4 and 11 by leaders from outside their teams, and that the results are "consequential."Microsoft Offers Buyouts to 60,000 Employees as AI Spending Reshapes the Company
Microsoft is offering its standard severance package to about 60,000 employees, a quarter of its workforce and up to some vice presidents, six months after its first buyout and three months after 4,800 layoffs.
Crunchbase Counts 311 New Billion-Dollar Startups Through September
That’s more than one a day, a pace beaten only by 2021. A lot of those valuations have never been tested outside a single funding round.
Slack's Founding Engineer Says Benioff Didn't Use Slack. Salesforce Now Runs Its AI Agents Through It.
A post from founding engineer Johnny Rodgers has tech relitigating the Slack deal. What it leaves out is what Salesforce did with Slack after he left.
AI Infrastructure Spend Goes Further When Retirement Is Priced At Purchase
John Shegerian, Chairman and CEO of ERI, says resale value and material recovery now decide how much of an AI hardware purchase ever comes back.
Meta Engineer Says He's Now Shipping Code He Doesn't Fully Understand
Ali Hamie says AI-assisted development moves too fast to check every line. Industry surveys suggest a lot of engineers are in the same spot.
Delta, JPMorgan, Schwab and Amazon Are Starting to Lock Out the AI Agents That Were Supposed to Do Everything for Us
Delta, JPMorgan Chase, Charles Schwab and Yelp are restricting AI agents, and Amazon has added Grok Bot to its block list after Muse.
AI Labs Are Buying Bankrupt Companies' Data. Some of It Isn't Theirs to Sell.
Google bid $10 million for Spirit Airlines’ internal data to train AI, and the airline’s vendors and former employees say some of it was never Spirit’s to sell.AI & Technology
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Granola Takes On Wispr Flow
Granola made voice dictation free in any app, three months after Wispr Flow added meeting notes and started offering Granola’s paying users up to a year free to switch.
Sam Altman Says Your Laptop Is Hoarding the World's Memory
OpenAI's CEO says memory sitting in personal computers is a poor use of a scarce resource and should be working in the cloud instead. His company did more than any other to make that memory scarce.
To Capture AI’s Full Return, Companies Need To Measure More Than Just Time Saved
Techjays Chief AI Officer Dharma Muthukrishnan says measuring AI ROI at hours saved stops too early, missing the revenue and accuracy that follow downstream.
Private Equity Wants "AI Disruption" to Count as an Act of God
H.I.G. Capital's loan for German infrastructure firm Terras Group lets the company hold off its lenders after a missed payment for as long as it says AI is hurting the business.
Counting Lines Of Code Proves Activity. Measuring Reliability Proves Better Software.
Roadzen’s Rohit Khanduri says faster code isn’t faster delivery. AI speeds investigation, but engineers must still validate the fix and own the outcome.Enterprise Strategy
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Zapier's AI Measurement Framework Turns Spend Into Proof
Dan Slagen, CMO and Chief AI Transformation Officer of Zapier, on closing the enterprise value gap with a new view of the metrics you already trust.
The AI Labs Want Accenture's Job
Anthropic and buyout firm Hg are reportedly building an AI services firm in London and Berlin. Like the lab-backed consultancies before it, it will start with clients its backers already own.
The Next Test of Enterprise AI Is Knowing What Not to Automate
TIM Brasil’s Claudio Luiz da Silva rebuilt collections around AI agents and kept people in the conversations that called for one. Capability alone doesn’t settle that choice.
Amazon Says Token Counts Are a "Deeply Flawed" Measure of AI Adoption. It Still Wants Managers Watching Them.
A memo to Amazon's engineers tells them that finding no use for AI in their work can be a legitimate result. It also tells managers to keep tracking which teams aren't adopting it.
Gerry Perkel Led Billion-Dollar Businesses. Now He’s Daring CEOs to Imagine Twice the Output Without Twice the Organization.
The tools are already capable of more than most companies ask of them. Gerry Perkel, Partner at CEO Coaching International, says what's missing is the reimagining, and the will to go find it.
Beyond AI Committee Theater Lies The Work You Can Name (And The Numbers To Prove It)
Techjays Founder and CEO Philip Samuelraj on AI governance theater, the 3x return he targets in year one, and what he asks every leader to name and measure.
AI-Driven Attacks Will Bury Security Teams in Noise, and Entry-Level Analysts Are the Filter
NORC's Rockwell Scott says employee warnings that never reach the SOC will matter more as attacks get more convincing, and entry-level analysts will have to sort them.Business & Brand
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Getty And Character.AI Come From Opposite Sides Of AI. The Same Mistake Sank Both.
Getty Images and Character.AI hit Chapter 11 on the same day. High leverage, slow cost cuts, and weak moats explain both.
Ramp Started as a Corporate Card. With Glass, It Wants to Run Your Company's AI.
Ramp opened Glass, the AI workspace it built for its own staff, to other companies. Together with its spend tools and model router, it gives Ramp a hand in how businesses use, route and pay for AI.
The Youngest Gen Z AI Builders Say Companies Will Soon Run Themselves. Their Own Generation Is Getting Angrier.
A viral thread claims Gen Z insiders in San Francisco are years ahead of the mainstream on AI. National polling shows most of their peers use it about as much as last year and like it less.
Employers Worry Your Resume Was Written by AI. 46% of Them Have AI Reading It.
A new survey of 1,027 hiring professionals shows both sides of the job market automating their way past each other.








