A hands-on review finds Pocket's AI turns game ideas into interactive mobile apps, but sharing stays locked inside Meta's platform.
Ars Technica tested Pocket's AI, which converts prompts for game concepts into interactive mobile "gizmos" that run on Meta's platform. The review concludes these creations are easy to make but hard to share outside Meta's ecosystem, giving Meta control over distribution and results.
Indian audio platform Pocket FM doubled its annualized revenue run rate to $500M, with AI now producing 93% of its catalog.
Pocket FM, an Indian serialized audio storytelling platform, doubled its annualized revenue run rate to $500 million in a year, with AI powering 93% of its catalog and 99% of new content. The company says generative AI, including in-house creative-writing and text-to-speech models, made production roughly 80 times cheaper, letting 550,000+ creators produce about 2.5 million hours of content annually across 770,000 audio series for 250 million listeners. Parent Pocket Entertainment is reportedly in talks to raise $100-120 million at about a $2 billion valuation, is profitable on an adjusted basis, and its AI-only microdrama app Pocket Saga has reached a $15 million annualized run rate.
METR analysis finds AI accelerating cyber vulnerability discovery, while SPADE self-play environment generation improves Qwen3 reasoning benchmark scores at 30B scale.
Import AI 470 discusses a METR research note reporting differential acceleration from AI: major acceleration in reported cyber vulnerabilities (cURL, OpenSSL, Firefox, Microsoft, NVD, OSV), minor acceleration in mathematics, and no measurable acceleration in AI-research optimization benchmarks. It also covers SPADE, a self-play framework from a multi-university team (University of Washington, Stanford, MIT, CMU, and others) that co-evolves executable training environments and agent capability using Environment Designer and Reasoning Agent roles with hint-based regret rewards. Trained on Qwen3-4B-Instruct-2507, Qwen3-8B, and Qwen3-30B-A3B-Instruct-2507 via GRPO (400 rollouts of 25 environments), SPADE lifted the 30B-A3B game-environment suite average to 58.3, +8.1 over base, and improved tool-use results across backbones. The issue also references Hawkeye for building better GPU kernels.
Switzerland's Federal Chancellery launched a pilot replacing Microsoft 365 with open-source openDesk on 3,000 federal workstations by end of 2027.
Switzerland launched a CHF 9 million pilot to migrate 3,000 federal workstations (about 7% of the federal workforce) from Microsoft 365 to the German open-source openDesk suite, targeting completion by end of 2027. The move follows a successful 172-employee proof of concept (PoC BOSS) and the 2024 EMBAG open-source law, driven by digital sovereignty concerns about foreign access to Swiss government data. The Swiss Army's Cyber Command plans a faster migration, replacing Microsoft 365 with openDesk by October 2026, while Microsoft is investing over CHF 325 million in Swiss AI and cloud infrastructure.
Interview with journalist Bridget Todd explores how people use AI chatbots for intimacy and how tech companies monetize emotional dependence.
404 Media interviewed Bridget Todd, creator of the podcast There Are No Girls on the Internet, about her new audiobook 'Love at First Prompt: AI and the Future of Intimacy.' Todd describes turning to ChatGPT for emotional support while caring for her dying parents and interviews people who form romantic and erotic relationships with chatbots. The discussion critiques tech companies' inconsistent companion policies, citing Sam Altman's reversed stance on erotic roleplay, and their incentives to monetize intimate user relationships.
Bern researchers solved rotation CAPTCHAs in 0.006 seconds with classical computer vision, while Gemini 3.1 Pro needed 67 seconds and overruled correct tool answers.
Researchers at Bern University of Applied Sciences built a script using 1970s circle-detection math and signal matching that solved rotation CAPTCHAs in 0.006 seconds, scoring 10/10 on real-world puzzles. Frontier models fared poorly: Gemini 3.1 Pro scored 7/10 taking 67 seconds, while GPT-4o and Grok scored 1/10. When given the script's correct answer as a tool, Gemini overruled it and lost a fifth of its score; models could verbally describe targets, such as identifying a cyan ring, but could not produce accurate click coordinates. The paper also notes these no-JavaScript CAPTCHAs reduce tracking, leaving only shape-matching tasks classical vision solves easily.
Hyperscalers need 2.7x productivity gains by 2030 to justify nearly $1.1 trillion in AI data center spending, or risk bankruptcy and capital misallocation.
Wharton finance professor Jessica Wachter estimates hyperscaler AI expenditure will reach nearly $1.1 trillion through 2027 and that a 2.7x productivity increase is needed to break even by 2030. AI revenues of roughly $150-200 billion this year fall far short of about $750 billion in annual spending, with total investment from Alphabet, Microsoft, Amazon, Meta, and Oracle potentially exceeding $5 trillion over four years. Alphabet reported its first free cash flow deficit (about $5.9 billion) since its 2004 IPO due to AI infrastructure costs. Researchers warn that failed demand could make the buildout the largest capital misallocation in history, with depreciating GPU chips risking stranded assets.