AI's Productivity Gains Aren't Reaching the P&L
How McKinsey's 2026 survey shows 80% feel more productive with AI, but only 37% of companies see it move earnings.
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The AI Coding Study Nobody Wanted
How a randomized trial found experienced developers got 19% slower with AI tools — and still believed the tools helped.
The Footnote Quietly Inflating AI Earnings
How a dispute over how long a GPU stays useful could be worth $176 billion in overstated hyperscaler profit.
Palo Alto's $500M Bet on the Help Desk
How a two-year-old startup with $29 million raised became a roughly $500 million bet on agentic IT automation.
SoundHound's Bet That Channel Beats Model
How buying LivePerson's Fortune 100 messaging network, not its AI, is the real logic behind SoundHound's biggest deal yet.
Nscale's $3.5 Billion Bet on Backlog
How a two-year-old British data-center operator is asking investors to underwrite a $30 billion valuation on contracts that haven't been collected yet.
Top 7 Humanoid Robotics Companies in 2026
Humanoid robots stopped being a research demo sometime in the last two years — several are now working paid shifts in real warehouses and factories, and one just had one of the biggest first-day stock pops of 2026.
The humanoid robotics category spans very different bets: some companies are building
Top 7 AI Data Annotation and Labeling Platforms in 2026
Every large language model and computer vision system still depends on humans labeling data somewhere upstream — the question in 2026 is which vendor does it accurately, at scale, and without becoming a liability.
Data annotation and labeling platforms turn raw text, images, video, and sensor data into the structured, human-
The AI Gateway Anyone Could Walk Through
A bug in LiteLLM's tool-calling gateway let an attacker in with a fake Bearer token, and CISA just gave federal agencies until September 16 to close it.
Crusoe's Flared-Gas Pivot Hits $30B
Crusoe tripled its valuation to $30 billion in under a year, and a chunk of the credit belongs to one customer's $13 billion cloud contract.