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Moonshot AI's PerceptionBench tests how well multimodal AI models can actually "see," separate from logical reasoning. No frontier model reaches 60 percent accuracy, and GPT-5.6 Sol leads by a narrow margin. Many supposed reasoning errors actually happen as early as the image-reading stage. The article New benchmark confirms AI models still perform poorly at visual perception appeared first on The Decoder .

World Labs, the startup founded by AI pioneer Fei-Fei Li, has unveiled a simulation engine that trains robot controllers entirely in virtual environments. From a single real-world task, the system generates thousands of controlled variations. The trained models then ran for one hour each on five different robot platforms without human intervention. How well the results hold up in more complex everyday situations remains to be seen. The article World Labs turns one real-world robot task into thou

AI-generated books make up 20 percent of Amazon's self-published catalog but bring in only 12 percent of sales. A new study finds that revenue per book is dropping for human-written titles too, in seven of eight genres. The findings could give copyright plaintiffs the market-harm data their cases against AI companies have been missing. The article AI-generated books are flooding Amazon and tanking sales for human authors appeared first on The Decoder .

A plaintiff in Connecticut embedded invisible prompt injections in court filings, formatted in 3-point white text on a white background, to manipulate a potential AI review system. Judge Spader compared the attempt to secretly tampering with a jury and revoked the plaintiff's electronic filing privileges. The court stressed that Connecticut doesn't use AI to review filings, but the intent alone was enough to warrant sanctions. The article Plaintiff hid invisible AI instructions in court filings

OpenAI is launching "Ultrafast," a new inference mode that delivers GPT-5.6 Sol at up to 750 output tokens per second, powered by Cerebras hardware from their $10 billion partnership. Together with "Standard" and "Fast," Ultrafast creates a three-tier pricing structure that turns inference speed into its own product. The article GPT-5.6 Sol goes 14x faster as OpenAI launches Ultrafast mode powered by Cerebras appeared first on The Decoder .

AI agents using Claude Opus 4.8 and GPT-5.6 Sol were given six days, $3,000 in API credits, and GPU access to independently write AI research papers. The original authors of unpublished NeurIPS papers rated the results as "Reject." According to the study, conducted with Princeton and the UK AI Security Institute, frontier models can handle the full research engineering process but fall short on research judgment, creative problem-solving, and the ability to abandon failed approaches. The article

OpenAI's Computer History records clicks, keystrokes, and app switches on Mac and turns them into a searchable timeline for ChatGPT and Codex. The data is stored locally as unencrypted Markdown files. OpenAI says it's not used for AI training, but memories that feed into chats may still end up as training data. The article OpenAI's Computer History turns your clicks and keystrokes into a searchable ChatGPT memory timeline appeared first on The Decoder .

Alibaba's AI team Qwen has released new open model weights under the Apache 2.0 license with Qwen 3.8. The dense 27-billion-parameter model is designed to outperform the larger Qwen 3.7 Plus in coding and office tasks and natively processes up to 262,000 tokens of context. With this release, Qwen is targeting developers building local and agent-based applications. The article Alibaba's Qwen team releases Qwen 3.8 models with open weights under the Apache 2.0 license appeared first on The Decoder

A new research paper frames AI adoption as a "tragedy of the cognitive commons." Every company that cuts entry-level jobs benefits individually, but the collective expertise of entire professions erodes. The consequences may not become visible until 2030 to 2045, when today's missing junior talent should have become tomorrow's experienced workforce. The article The "tragedy of the cognitive commons" explains how rational AI adoption could destroy entire professions' expertise appeared first on T

Anthropic will soon offer a watermark detection API that lets third parties check whether text was written by Claude. The technology builds on Google's SynthID method and tweaks the randomness during word selection without affecting text quality, Anthropic says. The approach has limits with fact-heavy text, code, and heavy rewriting. The article Anthropic announces watermark detection API that will let third parties detect Claude's AI texts appeared first on The Decoder .

Nvidia has cut its guarantee for OpenAI's planned data center in Ohio nearly in half, from $250 billion to just under $120 billion, after investors pushed back on the risk. Meanwhile, Anthropic is complicating the AI bubble debate with revenue that jumped from $4.7 billion to $11.5 billion in a single quarter. The article Investor pressure forces Nvidia to shrink its OpenAI bet just as Anthropic's numbers defy bubble warnings appeared first on The Decoder .

Anthropic is testing whether Claude Code can handle daily maintenance of the company's own apps, from crash fuzzing to dead-code removal. In a few weeks, the AI created 388 pull requests, and 46 percent were merged after human review. Claude Code inventor Boris Cherny sees this as "early signs of life that this might be possible." The article Claude Code now runs daily maintenance on Anthropic's software with a 46 percent merge rate appeared first on The Decoder .

Zhipu AI has released GLM-5.3, a model that, according to its own benchmarks, is the most powerful open-weights coding model, with a 50 percent improvement over its predecessor through post-training alone. Trained for cybersecurity, GLM-5.3 helped security teams find 2,436 vulnerabilities across 269 projects. The model weights are set to go open source in two weeks. The article Zhipu AI releases GLM-5.3, claims it's the strongest open-weights coding model appeared first on The Decoder .

With Studio 2.0, Suno turns its AI music platform into a full production tool for Premier subscribers. A chat feature creates instruments and plugins via text, while MIDI import and 32-bit export come without limits. That unlimited export clashes with Suno's own recently announced download caps designed to combat AI music spam on streaming platforms. The article Suno Studio 2.0's new chat feature lets you talk to your DAW like it's a bandmate appeared first on The Decoder .

Google shipped Gemini 3.7 Flash just three weeks after 3.6 Flash. The new model is supposed to be Google's most capable workhorse yet for coding and AI agents, and according to the company's own benchmarks, it beats Claude Sonnet 5 and GPT-5.6 Terra at half the price. The article Gemini 3.7 Flash lands with coding gains and undercuts its three-week-old predecessor's price by 50% appeared first on The Decoder .

Deepseek has moved its flagship V4-Pro out of the testing phase and released its agent software, Harness v0.1, under the MIT license. API prices are going up at the same time, with cache hits jumping to six times their current cost. For agent workflows that repeatedly read the same files, that's the biggest price increase in the transition. The article Deepseek ships improved V4 Pro, open-sources its agent software, and raises API prices appeared first on The Decoder .

Ling 3.0 Flash is the smartest open model in its size class. The article Ling 3.0 Flash is the smartest open model at its size appeared first on The Decoder .

Anthropic's Fable 5 is considered the most powerful AI model on the market, but U.S. companies are barely buying it. According to Ramp data, Fable 5 accounts for only six percent of Anthropic tokens sold. The model's steep price tag suggests corporate AI spending may have hit a ceiling, at least as long as performance gains don't translate into measurable everyday value. The article Fable 5's slow adoption suggests corporate willingness to pay for frontier AI has hit a ceiling appeared first on

IAPS fellow Severin Field interviewed 25 researchers from OpenAI, Anthropic, Google Deepmind, Meta, and US universities about recursive self-improvement. In a new blog post, he takes stock. Several of the milestones those researchers named have already been hit. The article Top AI lab researchers warned about automated AI research, and several of their predicted milestones have already fallen appeared first on The Decoder .

Claude Cowork now runs directly in the side panel of Anthropic's Chrome extension. The article Anthropic brings Claude Cowork to its Chrome extension, adding skills and plugins to the browser appeared first on The Decoder .