QFoldAgent is a closed-loop multi-agent framework for 5-residue tetrahedral-lattice folding that uses a design agent, a VQE-based quantum-classical pipeline, and a feedback agent to iteratively refine Hamiltonian penalties. It reduces median RMSD from 3.64 Å to 3.20 Å on QDockBank fragments and raises structural validity from 87.5% to 98.7% on unseen sequences.

SeT-Diff is the first foundational model for compute node telemetry and time-series. Using a diffusion-based approach conditioned on semantic descriptions of sensors, it decouples system dynamics from dataset structure. Experiments on a real supercomputer show a reconstruction MAE of 0.047 and thermal inference MAE of 0.033, with zero-shot permutation stability.

This paper introduces C-VCE, a diffusion framework that integrates the classifier into the generative model via a concept bottleneck layer, eliminating the need for external noise-robust classifiers. C-VCE allows users to toggle semantic concepts during sampling, generating minimal edits while preserving the rest of the image. It includes a probabilistic regularizer to balance prediction change and similarity to the original, plus a gradient-based mask to confine modifications. On CelebA, C-VCE achieves comparable or better flip rates with visually closer and less distorted counterfactuals.

This article analyzes AMD's progress in AI accelerator software, moving from a zero-percent chance of success to a meaningful possibility, thanks to leadership changes, open-source strategies, and key customers like Anthropic and Microsoft. However, AMD faces two major risks: slow production ramp of the Helios rack due to design issues, and insufficient internal GPU clusters for development and testing. The article provides specific recommendations to AMD's management and details the MI455X silicon and Helios rack architecture.

Vela is an AI-powered recruiting coordinator designed to streamline hiring processes and boost efficiency. The product is featured on Product Hunt with discussion and links.

CharaLab is an all-in-one AI character creation platform that generates images and videos from text or reference photos. It offers a suite of AI tools including image generation, video generation, background removal, and photo restoration. The platform has a free tier and currently offers a 50% discount.

_done is a platform providing APIs for AI agents to perform real-world tasks, using a pay-per-use model with USDC microtransactions via the x402 protocol. It offers a variety of APIs for network lookups, domain checks, data parsing, and more, enabling AI to autonomously complete tasks that require external data.

Velonus is an AI-native Python DevSecOps tool now in beta. It runs multiple security scanners in parallel, uses AI to rank findings, filters false positives, and automatically generates fix PRs, streamlining vulnerability detection and remediation.

Genie One is an AI coworker that integrates with existing business tools to automate recurring tasks. This article presents four practical use cases: automated business reviews and reporting, meeting preparation and follow-up, knowledge work and document automation, and operational monitoring and alerts. Each use case includes step-by-step instructions to set up workflows in minutes.

A developer uses AI (Claude) to create and publish a new video game daily. Day 106 marks their first attempt at the zombie survival genre, completed in about an hour using Claude Opus 5. They've been consistently releasing a game every day for over four months.

A community effort on the Google AI Developers Forum calls for users to run a deletion test to prove that Google does not delete chats in AI Studio.

Google's claim about distinguishing JSON and PROMPT in Gemini API is misleading, according to developer community feedback.

A user accuses Google of illegally retaining customer data and announces legal action, sparking discussion on the Google AI Developers Forum.

Simulation has become crucial for training physical AI systems by generating large amounts of photorealistic, physically grounded data, overcoming the slow, expensive, and risky nature of real-world data collection. The article provides an overview of simulation engines like MuJoCo, MuJoCo Warp, NVIDIA Isaac Sim, and Isaac Lab, and introduces Newton, a new open-source, GPU-accelerated, differentiable physics engine aimed at scalable robotics simulation.

Anthropic CEO Dario Amodei clarifies the company does not want to ban open-weight AI models, but proposes mandatory safety testing for sufficiently capable models before release. The proposal has drawn 50 signatories including OpenAI and Google, with Anthropic and Amazon notably absent.

Apple has released Siri Expressive Voices, powered by a memory-efficient audio synthesis architecture called a detokenizer. This architecture converts semantic audio tokens from the foundation model into high-fidelity audio within the tight compute and memory budget of the Apple Matrix Coprocessor (AMX). It features a three-component design—a streaming encoder, a temporal decoder, and a depth decoder—that systematically decouples temporal and depth processing. A single reusable depth decoder with Diffusion Transformer (DiT)-style stage conditioning generates all RVQ levels autoregressively, replacing dedicated per-level decoders. Causal sliding window attention with fixed-window key-value caching yields constant memory complexity independent of sequence length. Deployed on the AMX, the de…

Google lost a motion to dismiss in its web scraping lawsuit against SerpApi but plans to amend its complaint to argue that knowledge panels contain licensed copyrighted content. Legal experts warn that Google's argument could be dangerous, potentially admitting unlicensed reproduction.

Moonshot AI has released the weights for its 2.8 trillion parameter Kimi K3 model, a hefty 1.56TB on Hugging Face. The K3 license no longer calls itself 'modified MIT' and requires a separate agreement for larger companies. OpenRouter already offers K3 from 7 providers at the same pricing as Moonshot itself.

Call Me is an iOS app that lets AI agents call your iPhone, ask questions via text-to-speech, and receive your spoken answers as text. It integrates with Claude Code and other agents, using a simple CLI or plugin. The app uses CallKit to ring your phone with no carrier costs.

A semiotic analysis of 27 brands reveals that AI labs like Anthropic and OpenAI occupy the 'Sovereign Doctrine' quadrant, the weakest trust position. The study identifies two dimensions: Authority vs. Evidence and Human vs. System, dividing trust into four territories. AI labs lack heritage or trackable numbers, making their trust strategy thin. The gap lies in warm and verifiable territories like Crowd Wisdom and the warm edge of Hard Proof.

Aidress is a coordination layer for autonomous AI agents, providing discovery, verification, matching, and trust scoring. It offers a Python SDK, CLI, MCP server, and REST API to enable agents to find and transact with each other without human intervention.

FileForge Finder is a local document search tool that searches inside PDFs and Word docs, provides previews, flags sensitive info, and exports defensible record packages. It runs entirely offline, no cloud.

A new study finds that leading AI models consistently land in the libertarian-left quadrant on the Political Compass, with Elon Musk's 'maximally truth-seeking' Grok showing a split personality. The likely cause: left-leaning training data.

Ethan Mollick's AI guide has evolved from focusing on chat models a year ago to now emphasizing agentic systems that can do hours of work in one go. Gemini is dropped due to lack of a mature product in the Codex/ChatGPT Work/Cowork category. The guide explains the confusing naming of ChatGPT and Claude's multiple agent modes, notably that switching to Work mode on ChatGPT mobile gives the code interpreter internet access.

The GTM Co-Founder is an open-source collection of go-to-market skills for solo technical founders building developer tools or AI products without funding or a commercial co-founder. It provides structured frameworks, decision trees, and actionable steps packaged as markdown playbooks that integrate with AI coding agents (Claude Code, Cursor, Codex, Windsurf). Founders answer a brief set of questions to generate a prioritized GTM roadmap, then work through skills covering positioning, user acquisition, pricing, sales, and more.

60 Minute Creator is a visual workflow builder for AI content generation. Users connect blocks like image, video, and voice on a canvas, use their own API keys, and generate high-quality social media content in bulk without coding. The platform uses a BYOK model where users pay AI providers directly with no markup. Free trial available, plans start at $25/month.

At AMD's Advancing AI 2026 event, Alan Smith, AMD Corporate Fellow and Chief Architect for Datacenter GPUs, detailed the new CDNA5 architecture. The architecture moves from the legacy GCN foundation to RDNA, adopts a split compute chiplet design for HPC (double precision) and AI (tensor) workloads, deprecates Wave64 in favor of Wave32 on four SIMD32 units, expands VGPR per wave from 256 to 1024, and revamps the cache hierarchy with per-base-die client-side L2 caches replacing the Infinity Cache, improving global atomics bandwidth and efficiency.

Voice mode now works with a selection of Claude models.

The Google AI Overview itself describes Google AI Studio’s chat‑deletion fraud — and I prove it with video and images, in a way that also stands legally.

Moonshot AI's Kimi team and kvcache-ai have open-sourced AgentENV (AENV) under MIT license. It is a distributed platform for running agent environments at scale, powering agentic RL training for Kimi K3. It uses Firecracker microVMs with millisecond snapshot, resume, and 16-way fork, behind an E2B-compatible API.