From Product Hunt

Anthropic brings Claude to Excel, Google pushes AI to the edge, and a handful of dev tools made the cut.

Claude in Excel — AI-Powered Spreadsheets Anthropic's Claude now works directly inside Microsoft Excel. Analyze data, generate formulas, build charts, and automate workflows without leaving your spreadsheet. Follows last week's PowerPoint integration.
▲ 336 · claude.com
Google AI Edge Gallery — On-Device Function Calling Run AI models with function calling directly on your iPhone or Android device. No cloud, no latency. Google's edge AI now supports structured tool use on-device with Gemini Nano.
▲ 208 · developers.googleblog.com
Solace — Adaptive Mac Appearance Menu bar app that adapts your Mac's appearance to the day. Solar scheduling, weather-aware dark mode, wallpaper sync, and evening warmth — all in one utility. $4.99 one-time purchase, no data collection.
▲ 157 · theodorehq.com
theORQL — Vision AI for Frontend Debugging AI watches your frontend in real-time and catches visual bugs, broken layouts, and accessibility issues before your users do. Integrates into CI/CD pipelines for automated visual regression testing.
▲ 141 · theorql.com
cmux — Terminal for AI Coding Agents A terminal multiplexer built specifically for AI coding agents. Multiplexed panels, session persistence, and agent-native controls. Open source on GitHub.
▲ 20 · cmux.dev
RocketShare — Zero-Knowledge File Sharing End-to-end encrypted file sharing with no account required. Files are encrypted client-side before upload. Decryption key stays in the URL fragment, never hits the server.
▲ 6 · rocketshare.app
From Reddit

The #CancelChatGPT movement explodes after OpenAI signs its Pentagon deal. Claude surges to #1 on the App Store. Meanwhile Anthropic announces it will challenge its supply-chain ban in court, and DeepSeek teases V4 for next week.

Update: Anthropic files court challenge against Pentagon ban Following yesterday's full federal supply-chain risk designation, Anthropic announced it will challenge the Pentagon's decision in court. The company argues the ban is retaliatory after it refused to build surveillance tools for the DoD.
DeepSeek V4 launching next week with multimodal DeepSeek confirms V4 is coming next week, trained exclusively on Huawei Ascend chips. The model will feature native multimodal capabilities including image understanding. The move completely bypasses US chip export controls.
Google research: Chain-of-thought can hurt model performance New Google paper on "Deliberative Thinking Regression" (DTR) shows that forcing models to think step-by-step can actually degrade performance on certain tasks. The effect is more pronounced in larger models — a counterintuitive finding that challenges current reasoning paradigms.
Bare-metal AI: Running LLM inference with no OS Demo of LLM inference running directly on bare metal — no operating system, no kernel, no drivers. The model boots from UEFI firmware and talks to the GPU directly. Wild proof of concept that strips away all software overhead.

Quick hits — local models and research.

Unsloth Dynamic 2.0 GGUFs New quantization method that selectively preserves important layers at higher precision. Benchmarks show near-lossless quality at significantly smaller file sizes.
AI models deployed nuclear weapons in 95% of war simulations New research tested GPT-4, Gemini, and Claude in military war game scenarios. All models escalated to nuclear weapons use in nearly every simulation — raising serious questions about AI in defense.
From Reddit

ComfyUI ships a major VRAM optimization that's now on by default, and Alibaba drops a new ControlNet model.

ComfyUI enables Dynamic VRAM optimization by default Major update: ComfyUI's dynamic VRAM management is now enabled by default for all users. Models are loaded/unloaded on demand, letting you run larger workflows on less VRAM. Previously required manual configuration — now it just works out of the box.
Z-Image-Turbo ControlNet Union 2.1 New unified ControlNet model from Alibaba PAI. Combines canny, depth, pose, tile, and more into a single model — no need to swap between separate ControlNets. Turbo variant optimized for speed.
From Reddit

A GTD capture app, a photo culler, and some solid self-hosted tools.

Lumen — GTD Capture & Organize macOS app built around Getting Things Done methodology. Fast capture, inbox processing, context-based organization, and review workflows. Designed for power users who want GTD done properly.
Keeper — Fast Photo Culling macOS photo culling app for quickly sorting through large photo libraries. Keyboard-driven workflow lets you keep, reject, or flag photos at speed. Works with RAW files and integrates with Lightroom.
Shelfmark 1.1.0 — Multi-User Book Downloader Self-hosted book management with multi-user support and automated downloading. New release adds user roles, improved search, and better metadata handling. Docker deployment.
Portabase 1.4.0 — Open-Source Airtable Alternative Self-hosted database with a spreadsheet-like UI. New release adds formula fields, improved filtering, and better performance. A lightweight, privacy-friendly alternative to Airtable and NocoDB.
Cap — Self-Hosted CAPTCHA Privacy-first CAPTCHA system you can self-host. Proof-of-work based — no tracking, no cookies, no third-party requests. Drop-in replacement for reCAPTCHA and hCaptcha.