GitHub Copilot's Token Billing Breaks the Developer Contract

GitHub Copilot's shift to token-based billing breaks the flat-rate contract developers built workflows around — and the backlash is specific, not vague.

AI-Generated Black Persona Used to Sell Dropshipped Belt Buckles on TikTok

A fake AI-generated Black influencer named Aliyah cried on TikTok to sell dropshipped belt buckles. The fraud is human. The tool just made it cheap.

AI Coding Tools Produce Faster Code, Not Necessarily Better Code

Researchers warn AI coding tools boost speed but not quality. The concern is plausible — but no named study or metrics exist yet.

Corporate AI Enthusiasm Outpaces Understanding of the Jobs Being Cut

Aaron Levie's "AI psychosis" names a real pattern: ClickUp cut 22% of staff for AI agents, but the decision outran the evidence.

Groq Takes Nvidia's $20B and Retreats From the Hard Part

Groq is reportedly raising $650M as it pivots from hardware to AI inference. The Nvidia licensing deal explains why.

A Book on AI and Truth, Undermined by Its Own Use of AI

A book on AI distorting truth used AI-fabricated quotes. The author's response raised more questions. The problem was the human choices, not the model.

Scott Wu Says Devin Won't Replace Coders — That's Just Positioning

Scott Wu says Devin won't replace programmers. It's positioning, not a design constraint. The displacement question gets answered by production data, not PR.

Xcena Raises $135M on a Memory Bottleneck Thesis Nobody Can Yet Verify

Xcena raised $135M on the memory-bottleneck thesis for AI. The claim is technically grounded; the evidence the product works is nonexistent.

Shift's Free Cleaning Offer Obscures a Three-Party Exchange

Shift offers free home cleaning in exchange for robot training footage. The economics are plausible. The "everyone wins" framing is not.

Glean Triples to $300M While Tech Giants Enter Its Market

Glean tripled annual revenue to $300M+ as tech giants entered enterprise AI search. The numbers, the mechanism, and the marketing — parsed.

AWS and Cloudflare Are Rebuilding the Pipe for Machine Traffic

AWS and Cloudflare are redesigning cloud infrastructure for AI agent traffic. What that architectural bet actually means — and what the article leaves out.

Microsoft 365 Copilot Redesign Is Product Maintenance, Not a Capability Leap

Microsoft redesigned 365 Copilot with progressive disclosure and a faster UI. The speed claims are unverified. What shipped is a maintenance cycle.