# May 22, 2026

- **Antigravity 2.0 Tops the OpenSCAD Architectural 3D LLM Benchmark**  
  The **OpenSCAD LLM benchmark** evaluated multiple AI coding tools on their ability to generate a detailed **Pantheon model**, revealing significant differences in output quality and speed among Codex 5.5 High, Claude Sonnet, and Google Antigravity 2.0, with Antigravity achieving the best autonomous result.

- **Project Glasswing: An Initial Update**  
  **Project Glasswing** has identified over **10,000 critical vulnerabilities** in essential software using Claude Mythos Preview, significantly enhancing the speed of vulnerability detection compared to traditional methods.

- **The current AI pricing was always going to go away**  
  **AI pricing is shifting dramatically** as companies like Microsoft and GitHub abandon flat-rate models due to rising costs in memory and GPU resources, which have surged by **4x** and **95%**, respectively, in recent months.

- **ACC: Compiling Agent Trajectories for Long-Context Training**  
  **Agent Context Compilation (ACC)** transforms agent-generated trajectories into **long-context QA pairs**, enabling LLMs to integrate scattered evidence from multiple turns without additional annotation, thus enhancing reasoning capabilities.

- **NuExtract3 released: open-weight 4B VLM for Markdown, OCR and structured extraction (self-hostable)**  
  **NuExtract3** is a **4B model** designed for **information extraction** from complex documents, including PDFs and forms, and is available under the **Apache-2.0 license**.

- **Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM Systems**  
  **Domain camouflaged injection attacks** exploit the vocabulary and authority structures of target documents, leading to a dramatic drop in detection rates from **93.8% to 9.7%** on Llama 3.1 8B and from **100% to 55.6%** on Gemini 2.0 Flash, revealing a critical vulnerability in current detection systems.

- **Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention**  
  **Gated DeltaNet-2** innovatively separates the roles of erasing and writing in linear attention, utilizing **channel-wise gates** to enhance memory editing without compromising existing associations.

- **Can liveness detection models generalise to synthetic media generation techniques they were never trained on?**  
  **Liveness detection models** may struggle to generalize to **new synthetic media generation techniques**, as they were primarily trained on outdated datasets that do not reflect current advancements in deepfake technology.

- **Live Human Detector on Outbound Phone Calls**  
  The **Live Human Detector** aims to enhance call center efficiency by accurately identifying when a call transitions from an automated system to a **live agent** within a **1-2 second** window, utilizing advanced audio classification techniques.

- **Vega: Zero-knowledge proofs for digital identity in the age of AI**  
  **Vega enables users to prove facts from government-issued credentials, such as age or professional status, without revealing the credential itself, ensuring privacy and security.** This is achieved through **zero-knowledge proofs** generated in under **100 ms** on standard devices, making it scalable for real-world applications like mobile driver’s licenses and the EU Digital Identity Wallet.

- **Microsoft Drops Claude Code After Budget Overrun**  
  **Microsoft's Claude Code pilot** consumed its entire annual AI budget in mere months due to **token-based billing**, leading to a cancellation effective June 30, 2026, and redirecting developers to GitHub Copilot.

- **NVIDIA GTC Taipei at COMPUTEX: Live Updates on What’s Next in AI**  
  **NVIDIA GTC Taipei** at COMPUTEX showcases cutting-edge advancements in **AI**, featuring live demos and a keynote by CEO Jensen Huang on June 1, 2026, emphasizing the convergence of developers and industry leaders to explore innovations in AI factories and autonomous systems.

- **MagenticLite, MagenticBrain, Fara1.5: An agentic experience optimized for small models**  
  **MagenticLite** integrates **MagenticBrain** and **Fara1.5** to create a seamless agentic experience optimized for small models, enabling efficient task execution across browsers and local systems.

- **Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL**

- **DeferMem: Query-Time Evidence Distillation via Reinforcement Learning for Long-Term Memory QA**  
  **DeferMem** introduces a novel long-term memory framework that enhances **query-time evidence distillation** through a **reinforcement learning** approach, effectively organizing and retrieving relevant information from extensive conversational histories.