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Show HN: Whiteboard (YC W26) – An open-source IDE for thoughtful software design
The idea that an AI agent can write code is well established. The harder problem is getting the agent to explain what it wrote, why it chose that approach, and how its decisions map to the original requirements. Whiteboard, an ope...
Mercury 2.5 LLM hits 770 tokens per second
Inception released Mercury 2.5 on September 8, 2026, positioning it as a reasoning-focused language model that prioritizes speed and cost efficiency over raw intelligence. The proprietary model scores below average on the Artifici...
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs
Diffusion large language models generate text by iteratively refining a fully masked sequence, unmasking multiple positions in parallel at each denoising step. This non-autoregressive approach promises faster inference than left-t...
Detecting GPT-Assisted Writing Using Interpretable Stylometric Features
Nine Numbers That Spot the Ghostwriter: How Stylometry Catches GPT-Assisted Essays Academic integrity offices are drowning in a new kind of plagiarism: not copied text, but co-authored text. When a student pastes a prompt into Cha...
Microsoft killed FoxPro in 2007. Anyway, here's FoxPro revived
FoxDev Studio is a development environment that runs Visual FoxPro applications as they are, without requiring migration, conversion, or a rewrite. It opens existing projects, forms, class libraries, menus, and reports directly fr...
JetBrains Air: A System of Products for Agentic Software Development
JetBrains is repositioning itself from a company that makes IDEs to one that manages the entire system through which AI agents build software. The new brand, JetBrains Air, packages three products aimed at different layers of the...
Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design
Procedural Memory That Gets Better Without Retraining the Model Professional graphic design sits at an uncomfortable intersection for AI agents. A single design brief can require dozens of interdependent operations, arranging asse...
APort Vault: Benchmarking AI Agent Payment Authorization with the Open Agent Passport
The Authorization Gap: What Stops an AI Agent from Sending Money Where It Shouldn't Every payment-capable AI agent has two things: a tool that moves money, and a policy that says where the money can go. An attacker talks to the ag...
OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation
When Video Generation Needs to Listen to More Than Words Text-to-video models have gotten good at translating prompts into motion. But professional creative work rarely starts from a blank slate. A designer hands you a character s...
Available Guardrails: Certifying Selective Prediction across ML Systems
The Safety Gate That Can't Get a Certificate Modern AI systems hide a quiet failure mode. A model may be perfectly capable, but the deployment team cannot prove it. The problem surfaces when a selective predictor, one that outputs...