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OpenAI and Anthropic repeatedly slash LLM API prices through mid-2026

Between June and September 2026, OpenAI and Anthropic each cut prices on multiple models: OpenAI dropped GPT-5.6 Luna pricing by 80% and GPT-5.6 Sol by about 20% for three months, while Anthropic made its temporary Claude Sonnet 5 launch pricing permanent and cut cache-read costs by 75% on the newly released Fable 5.1. The moves followed mixed reception to some new releases, including Claude Sonnet 5 and Opus 5, even as benchmark claims for some models reportedly exceeded larger competitors.

Developer builds Pokemon-style Game Boy Color interface as custom TV home screen

A developer created a custom TV home screen designed to resemble a Pokemon town rendered in Game Boy Color style, using in-game actions as navigation. Entering buildings in the interface opens apps, and changing device settings requires defeating a gym leader within the mock game world. The project was reportedly built with the help of Anthropic's Opus 5.5 AI model.

Engineers replace parts of $150k Looker license with AI-generated HTML dashboards

A three-person data platform team at a roughly 500-person company built a side tool in February to host HTML files generated by AI coding assistants like Claude Code. Eight months later, that tool reportedly has as many or more weekly users as the company's Looker business intelligence subscription, while Looker usage has dropped by about a third.

Moonshot AI launches Kimi K3.1 Pro with 1-million-token context window

Moonshot AI released Kimi K3.1 Pro, an open-weight 3T-class model built on Kimi K3 with expanded post-training compute, offering a 1-million-token context window and gains in coding, 3D creation, financial research and agentic tasks. A faster variant, K3.1 Pro Highspeed, runs 2-3 times quicker and both are live now on Kimi.ai, Kimi Work, Kimi Code and the Kimi API, with full model weights due by November 4.

DeepSeek updates V4.1 Flash model to revision 1017, cuts memory use sharply

DeepSeek released a point update to its open-weight V4.1 Flash model, a 552B-parameter Mixture-of-Experts system with 16B active parameters and a 1-million-token context window that handles both text and images. The company says the new revision needs only a quarter of the HBM and an eighth of the SSD storage for its KV cache compared with the prior version, using 890 bytes per token entry, and its internal benchmarks place the model between GPT-5.6 Sol and Claude Opus 5, beating the latter on some task tests.

MIT study: AI agents given free play on virtual island outperform trained peers later

MIT researchers placed 13 AI agents, built on Claude Opus 4.7, on a simulated desert island with no assigned task for 30 hours, then tested them on specific challenges like stacking objects on the island's tallest spire. Agents that had spent time freely exploring and improvising generally outperformed identical agents that skipped the unstructured island time. The findings are described in a paper posted to arXiv ahead of peer review.

Anthropic launches Claude Duet, an agentic assistant app for professionals

Anthropic has released Claude Duet, a new app built on Opus 5.5 that connects to work tools like Gmail, calendar and Slack to proactively manage tasks for professionals. The app flags priorities, surfaces what needs attention, and indicates what can wait, while including safeguards that block or confirm before sharing sensitive data. Duet is currently in research preview, limited to Pro and Max subscribers, with a waitlist open for others.

Anthropic launches Claude Duet, an agent app for business task automation

Anthropic introduced Claude Duet, an AI agent app built on its Claude Opus 5.5 model targeting professionals and small businesses rather than personal errands. The app can generate daily briefings, build dashboards, suggest actions from user data, and complete background tasks via its own virtual machine before seeking approval. It connects to over 6,000 plugins in the Claude Marketplace and can make purchases through Stripe Link or Shopify Shop Pay, though it won't trade securities or transfer money between accounts.

Anthropic launches Claude Duet, a proactive agent in research preview

Anthropic unveiled Claude Duet, a personal AI agent that monitors connected apps, sends daily briefings, and completes tasks like scheduling or building dashboards while running in the background on its own virtual machine. The tool runs on Anthropic's Opus 5.5 model and has dedicated Android and iOS apps, currently available only to US Claude subscribers via a waitlist. Anthropic says the agent checks accounts every few hours rather than continuously to conserve usage limits.

Anthropic launches Claude Duet, an AI agent for professionals and small businesses

Anthropic introduced Claude Duet, a new AI agent built on Claude Opus 5.5, launching as a research preview on iOS, Android, and the web. The agent monitors connected apps, sends daily briefings, flags urgent items, and can handle tasks ranging from scheduling to building dashboards and prototypes, pausing for user approval before sensitive actions like payments. Access currently requires joining a waitlist and holding a Pro or Max Claude subscription in the US.

Steam users push Valve for filter to hide AI-made games from Next Fest

During the current Steam Next Fest, players have noticed a sharp rise in demos featuring AI-generated art or code, prompting complaints on Reddit. One user, ScalesGhost, asked Valve to let players filter out games disclosed as containing AI-generated content and exclude specific tags like 'Incremental Games' from the Discovery Queue. Other users, including EmmaBooney and aesoprowwy, said the flood of 'AI slop' has made it harder to find human-made games and hope for lower engagement on such titles.

New site Playground launches as directory for AI-built browser games

A Show HN post introduces Playground, a site that collects browser games built with AI tools like GPT and Claude models. Creators submit games via a form including a play link, cover image, device compatibility and category tags, and each submission is manually reviewed before being listed. The service is free to submit to.