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Anthropic is spending $3.4 billion on Caterpillar natural gas generators capable of producing up to 1.7 gigawatts, marking a major shift for a company that has historically rented compute rather than owning physical infrastructure. With turbine backlogs stretching into the early 2030s and grid interconnection queues long, the purchase secures power supply but exposes Anthropic to the risk of electricity prices tripling later this decade.

Disney and Adobe announced a multi-year strategic alliance giving Disney early access to new Adobe technology, with custom models built via Firefly Foundry trained on Disney characters, environments and visual styles to produce commercially safe, production-ready output. Disney's Imagineering division already uses Firefly for theme park development, and the partnership extends to internal creative workflows at Walt Disney Studios.

LangChain's LangSmith team outlines eval-driven development (EDD), an approach that builds agents while continuously measuring performance against a consistent metric set and hill-climbing toward an eval. The workflow starts with a short spec defining desired and forbidden behavior, judges each change through comparative experiments to catch regressions, and keeps evals running in CI and production so failures become new dataset examples.

ByteDance's Seed team released Seedream 5.5, an image editing model that keeps unedited regions pixel-identical, with an official demo showing a character edited 100 rounds without drift, plus native transparent-background output. Severe text error rate dropped from 2.8% to 0.4%, and 2K square-image editing costs about RMB 0.28 per image, less than half of Seedream 5.0 Pro. The model is rolling out on Jimeng, Doubao and Doubao Work, and is available to developers via Volcano Ark as Doubao-Seedream-5.5.

Tencent's chief AI scientist Yao Shunyu warns that AI will soon be capable of developing bioweapons, and argues that neither fully open nor fully closed models can address the risk alone. He advocates a hybrid open-closed approach so all parties can use the technology for defense, urging the industry to proceed carefully. Tencent also previewed an open-weight model, Hy4, with a safety report claiming its biological capabilities fall below the high-risk threshold.

Disney and Adobe announced a multiyear strategic alliance to co-develop proprietary, artist-led generative AI models via Adobe Firefly Foundry, trained on Disney-specific character, environment, and style data for its film, parks, cruise, and ESPN pipelines. The goal is commercially safe, production-ready output that speeds up workflows.

Nvidia released Nemotron-Personas-Finance-Japan on Hugging Face, a synthetic persona dataset modeling Japan's demographics and financial context. Positioned as a privacy-conscious foundation, it targets teams building AI applications in Japan and developers pursuing regional deployment.

Zebkit bundles Chromium's core components — Blink, V8 with all JIT tiers, PDFium and FFmpeg — into a single linkable library, stripping out both the Chrome browser shell and Electron's runtime. Applications in C, C++, Rust, Python or JavaScript integrate it directly for web rendering, PDF, media and crypto, running inside the host's own event loop and windows. It positions itself as a component you add, not a base you build on, contrasting with Electron's model.

Coframe has raised a $25 million Series A co-led by Khosla Ventures and Hanabi Capital, bringing total funding to $35 million. The startup aims to use generative AI to dynamically generate tailored web pages for each visitor, an idea it calls the 'living internet.' Vinod Khosla argues the era of identical pages for all visitors is ending and that personalization can fix deteriorating shopping experiences like Amazon's.

A study in Cell Reports Physical Science shows that semi-transparent magenta CdTe thin-film photovoltaic panels can selectively transmit photosynthesis-critical wavelengths, allowing broccoli to grow beneath them without harvest loss. The approach offers a quantifiable spectral-sharing pathway for agrivoltaics, easing land competition between agriculture and solar power.