
Why Some AI Platforms Scale and Others Degrade
You launch your AI platform with clean abstractions, promising eval metrics, and a roadmap that looks reasonable on paper. Six months later, latency creeps up, GPU costs double, hallucinations spike

You launch your AI platform with clean abstractions, promising eval metrics, and a roadmap that looks reasonable on paper. Six months later, latency creeps up, GPU costs double, hallucinations spike

Real-time analytics sounds simple until you try to run it: ship events from a dozen systems, transform them fast, store them cheaply, and keep dashboards under a couple of seconds,

At a small scale, “too many requests” is an annoyance. At a real scale, it is an outage generator. The failure mode is sneaky: your hottest endpoint starts getting hammered

You do not really “build for peak.” You build for Tuesdays that suddenly look like Black Friday, plus the awkward half hour after a deploy when half your fleet is

High-resolution images of a nearby nova have challenged a long-held view of how these stellar eruptions unfold, suggesting a drawn-out sequence rather than a single blast. A research team reported

You shipped the feature in two weeks. A clean abstraction layer, a single HTTPS call to a frontier model, and suddenly your product can summarize, classify, generate, and reason. No

OpenAI’s decision to remove access to GPT-4o in its app on Friday has left a wave of grief in its wake, as global users who leaned on the chatbot for

TechCrunch Disrupt 2026 is inviting startups to exhibit in San Francisco from October 13 to 15, promising exposure to thousands of industry buyers and backers during the three-day event. Organizers

A puzzling phrase — “Nano Banana 2: Electric Boogalo” — set off a wave of jokes and questions across social feeds this week, prompting fresh debate over how sequel titles