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.
The BIG CHANGE archive
News, analysis and practical guides.
Explore our reporting on how AI and robotics change work, business and the world.
Explore the stories
43 stories
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’s new cache tools help trace the cost of repeated context
OpenAI adds a cache dashboard, diagnostics and explicit breakpoints to help developers trace repeated input costs and control which context gets cached.
analysis
Siri AI has arrived. Apple's $250 million settlement is still open
Siri AI is rolling out, while eligible US iPhone buyers can seek compensation over earlier expectations. The settlement separates present availability from the purchase dispute.
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.
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
An AI-assisted Enigma break began with a clue in another message
An AI-assisted Enigma recovery connects archival clues with a search others can inspect. The case offers practical lessons for research with agents.
analysis
When AI labs make discoveries in private, who gets to question the answers?
Private AI discoveries raise a question about public power: who can inspect the evidence, choose the next research question and benefit from the answers? A look at release incentives, scientific understanding and human agency.
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?
analysis
UK AI sovereignty depends on who can use and change the system
Two hypothetical services with UK processing illustrate how access, operational rights and the ability to change providers determine what local AI infrastructure lets a buyer do.
analysis
B.C.’s OpenAI lawsuit puts safety decisions under scrutiny
An analysis of the decisions between a safety flag and an external referral, and how oversight can examine both missed danger and unjustified intrusion.
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.
analysis
California makes data centers account for the cost of a broken forecast
California's seven new data center laws address electricity costs, water information and local review. Their test comes when projected demand fails to materialize.
analysis
AI coding makes dependable delivery the next engineering challenge
When AI increases code output, engineering managers need to see where changes wait, what validation costs and whether released software behaves as intended.
analysis
Robin Williams AI videos turn a familiar face into false testimony
Zelda Williams rejects a fabricated video of her father. The episode shows how synthetic portrayals borrow credibility and leave families correcting the record.
analysis
From unit distances to Navier-Stokes: AI mathematics reaches a new phase
From the unit-distance disproof to Navier-Stokes, AI mathematics is advancing through new results, human follow-ons and formal proofs. What has really changed?