analysis
Gemini 3.8 TTS is cheaper now. Its price doubles January 1
Google's stable Gemini 3.8 TTS models lower generated-audio costs, but prices double January 1 and migration changes prompts and WAV handling.
The BIG CHANGE archive
News, analysis and practical guides.
Explore our reporting on how AI and robotics change work, business and the world.
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26 stories
analysis
Did OpenAI halve GPT-6 Sol's Codex quota? The math does not prove it
A Codex subscriber reports lower API-equivalent value after GPT-6 Sol's price cut. That figure alone cannot establish fewer tokens or less work per subscription.
analysis
Stripe put domain owners at the center of its internal AI
Stripe separates agent maintenance from infrastructure. Its design raises a practical question: who owns instructions, permissions and evidence that the work is correct?
analysis
Qwen Audio 3.1 widens its voice stack. The 95% price cut needs context
Qwen Audio 3.1 adds sound creation and understanding. Its API documentation is uneven, and changing billing units complicate the advertised ASR savings.
analysis
OpenAI is marketing ChatGPT through creators. Here’s what the labels mean
OpenAI influencer marketing is bringing ChatGPT into everyday creator posts. This disclosure map shows what the labels establish and what they do not prove.
analysis
AT&T's workforce is shrinking. The AI explanation is incomplete
AT&T's shrinking workforce sits alongside copper retirement, network automation and broader cost reductions. The reviewed records do not separate their employment effects.
analysis
An AI agent can skip a required skill and leave no score behind
New skill evaluators separate loading, selection and instruction following. Their missing-result behavior shows why teams must treat evaluation coverage as evidence of its own.
analysis
Rabbit OS3 works without an r1, but remains a technical preview
Rabbit OS3 works in a browser without an r1. Model billing, cloud processing and technical-preview terms shape what connecting your computer means.
analysis
Nscale’s $103.4 billion AI contract figure includes capacity still to be built
Nscale discloses a wide gap between active and contracted compute, with financing and delivery separating signed demand from service.
analysis
Snorkel’s $350 million raise backs simulated workplaces for AI
Snorkel’s new funding backs simulated workplaces where AI agents can practice using company tools, rules and records, while their actions and outcomes are scored.
analysis
GPT-6 vs Claude: prices and benchmarks across all four tiers
Eight models, four tiers: compare intelligence scores, API prices and measured task costs for the latest OpenAI and Claude releases.
analysis
A Stanford student says AI replaced him in a university photo
A student's complaint about a reportedly AI-altered Stanford image raises questions about permission and accurate representation under the university's published rules.
analysis
When an AI trainer uses AI, the missing product is human judgment
Reported offboardings over prohibited AI use expose a larger business problem: companies must distinguish AI-assisted production from the independent human judgment they intend to buy.
news
Claude Opus 5.5 cuts API prices and brings migration changes
Anthropic's Opus 5.5 lowers token prices and targets supervised enterprise work below Fable 5.1, while API clients face breaking thinking and tool changes, plus conditional fallback.
analysis
AI can write the code. Who will learn to fix it?
A coding task can be complete before its author understands the system. Two experiments point to a practical question for teams: how will junior developers learn to explain, diagnose and adapt AI-assisted work?
analysis
Warehouse teams can build AI apps. Moving stock still needs a plan
AutoScheduler’s announced app builder raises a practical question for warehouse teams: how can a local tool identify replenishment problems while respecting existing work, stock constraints and authority to act?
guide
Claude is back. Your business still needs a recovery plan
Claude's September 22 incident is resolved. A practical guide explains how businesses can maintain limited service, preserve unfinished work and recover their own backlog after an AI outage.
analysis
Amazon’s Muse block puts the shopper’s choice of agent in dispute
Amazon's reported block of Meta's Muse separates a shopper's permission from a retailer's willingness to admit an agent. The consequences reach search coverage, checkout and customer support.