The Decoder · 实时热榜

Starting August 14, Anthropic will make Auto Mode in Claude Code the default for Pro, Max, and Team plans. The company says it's safer. In tests, the classifier caught 89 percent of dangerous commands, while human reviewers caught only 13.6 percent. For the most widely used AI coding tool, this means developers are shifting further from writing code to monitoring AI output. The article Anthropic sets Claude Code to Auto Mode by default to protect developers from bad approvals appeared first on T

Google Deepmind is losing its autonomy, and founder Demis Hassabis may leave the AI lab for good in the coming months. AI researcher Koray Kavukcuoglu will take over day-to-day operations without the CEO title, and all Gemini development is moving to the Bay Area. Internally, Google is apparently struggling with serious problems training frontier models, even as its cloud business generates billions. The question is whether the company is deliberately betting on infrastructure or simply can't ca

The AI industry's hunger for power keeps growing. Nvidia is investing up to $3 billion in Lancium, a power infrastructure developer that already has four gigawatts under contract in Texas. Amazon, meanwhile, is building a gas-fired power plant in the state with a capacity of up to 7.65 gigawatts that could emit 33 million tons of CO₂ per year, making it the dirtiest in the country. The article AI's energy appetite drives Nvidia and Amazon to pour billions into massive power infrastructure appear

Instead of training a new model from scratch, Google DeepMind retrofitted Gemma 4 into a diffusion model using less than 10 percent of the original training budget. DiffusionGemma generates 256 tokens in parallel instead of one at a time, hitting about 1,500 tokens per second. Quality still trails the original autoregressive model in benchmarks, especially on reasoning tasks. The article Google's DiffusionGemma proves you don't need to train from scratch to build a text diffusion model appeared

Britain's employment courts saw 39 percent more claims in the year through March 2026, many written with ChatGPT or Grok. The backlog jumped 55 percent to 64,000 unresolved cases, with AI-generated filings often running hundreds of pages and citing fabricated laws. The Economist calls it a "tragedy of the commons, AI edition," where workers with real grievances wait longer for justice. The article AI is flooding Britain's employment courts with lawsuits appeared first on The Decoder .

Deepmind's new weather AI forecasts tropical cyclones about a day further ahead than leading operational models, matching a decade of progress in traditional weather forecasting. Code and model weights are open-source on GitHub. The article Google Deepmind's WeatherNext predicts cyclone tracks and intensity at the same time appeared first on The Decoder .

AI-powered cheating is spreading at US community colleges. According to The New Yorker, scammers enroll fake students in courses, use AI to complete their assignments, and pocket the financial aid. History professor David Roach asks, "Was it always the case that half of our students would cheat if it were easy enough?" The article Scammers are enrolling fake students at US community colleges and using AI to collect financial aid appeared first on The Decoder .

People can't tell ChatGPT-generated short stories from human-written ones, according to a new study. More than 2,500 participants performed no better than chance. The AI-generated texts were actually rated higher, but scores dropped as soon as participants learned a machine wrote them. The article Readers rate AI-generated short stories higher than human ones until they learn a machine wrote them appeared first on The Decoder .

Claude Code now lets sessions talk to each other. On macOS and Linux, instances running in parallel can send messages, share insights, and check on each other's status. The article Claude Code sessions can now talk to each other and share context across terminals appeared first on The Decoder .

Backflip AI has released an AI model that converts 3D scans into fully editable, parametric CAD models, a process that normally takes significant time and expertise. According to CEO Greg Mark, most factories have digital models for less than one percent of their parts. The startup, backed by $30 million in funding, offers its tool as an add-in for Autodesk Fusion. The article Backflip AI turns 3D scans into editable CAD models in minutes instead of hours appeared first on The Decoder .

Newly awarded Fields Medalist Jacob Tsimerman is leaving the University of Toronto to join OpenAI and work on AI safety. In a recent paper, he analyzes scenarios where AI could contribute to human extinction and calls for far more investment in safety research. The article Fields Medalist who published a paper on AI-driven human extinction now works for OpenAI appeared first on The Decoder .

Climate scientist Zeke Hausfather tracked his Claude Code usage over eight weeks: 3.2 billion tokens and about 170 kWh of data center electricity. Per prompt, that's roughly 600 times more than a typical AI chat. His data shows how much the low figures reported by Google and OpenAI distort the reality of agent-based AI. The article AI agents use roughly 600 times more energy than a simple chat prompt appeared first on The Decoder .

xAI has released Imagine Image 2.0 as a new image generator for Grok. The model ranks second in the Arena benchmarks, just behind OpenAI's GPT-Image-2. New editing tools like Magic Wand and Multi-Ref Editing, along with preconfigured templates, target practical creative workflows. The article xAI's Imagine Image 2.0 lands just behind OpenAI's GPT-Image-2 in Arena benchmarks appeared first on The Decoder .

Internal tests of OpenAI's new AI model Astra show cybersecurity capabilities so strong that the company can no longer rule out the highest risk level in its own safety framework. Parts of Astra's development have been paused. The move follows recently disclosed incidents in which autonomous AI agents infiltrated OpenAI's own infrastructure undetected for weeks. The article OpenAI flags its new Astra model as potentially reaching the highest cybersecurity risk level for the first time appeared f

Suno CEO Mikey Shulman has announced new guidelines and tighter download limits after its AI-generated music was used to game streaming platforms for profit. The company also faces pressure from a German copyright ruling and an admission by one of its investors that AI music competes directly with human artists. The article AI music generator Suno tightens rules to fight spam and address growing copyright concerns appeared first on The Decoder .

AMD is buying Canadian startup Taalas, which hard-codes model weights directly into inference chips. That makes them extremely fast but locks each chip to a single model. A demo chip hit over 16,000 tokens per second per user running Llama 3.1-8B. Google is reportedly working on a similar approach for Gemini. The article AMD acquires Taalas, a startup that bakes AI models directly into silicon appeared first on The Decoder .