Posts

• The Web Machine Learning Working Group invites implementations of an updated Candidate Recommendation Snapshot of Web Neural Network (WebNN) API . • This document describes a ded

• WebNN API now a Candidate Recommendation Snapshot, ready for implementation. • Focused on low-level neural network inference with hardware acceleration support. • Updated spec in

• Pittsburgh Public Art archive maps murals with yellow pins, enabling easy location search. • Archive offers ultra‑high‑res images via Gigapan, letting users zoom into fine detail

• Headlamp expanded in 2025, reaching more teams, new workflows, and plugin integrations. • Officially joined Kubernetes SIG UI, aligning roadmap and design with core Kubernetes co

• Rust 1.93.0 released, bringing updated musl 1.2.5 for reliable static Linux binaries. • Updated musl improves DNS resolver, handling large records and recursive nameservers more

• The Rust team is happy to announce a new version of Rust, 1.93.0. • Rust is a programming language empowering everyone to build reliable and efficient software. • If you have a p

• Mark Asta, 15-year UC Berkeley faculty, named 14th dean of College of Engineering. • Appointment announced by Chancellor Rich Lyons and Provost Ben Hermalin. • Asta will official

• The Association for Computing Machinery (ACM) has named Sylvia Ratnasamy, Professor of Computer Science at UC Berkeley, to its 2025 class of ACM Fellows. • Ratnasamy is being rec

• RISC‑V’s 2025 Annual Report highlights rapid ecosystem growth and industry adoption. • Krste Asanović, co‑creator, emphasizes RISC‑V’s transition from generic to workload‑specifi

• AI increasingly shapes health and justice decisions, but bias remains a critical challenge. • UC Berkeley’s Emma Pierson develops fair algorithms to reduce racial and gender bias

• Wood-based satellite casings reduce launch mass, cutting fuel requirements and launch costs. • Timber offers superior thermal insulation compared to traditional alloys, enhancing

• Truffles rely on carnivores eating other animals to disperse spores. • This unique ecological strategy links fungal reproduction to predator‑prey dynamics. • The practice raises

• New research links brain activity to immune system performance, showing mental states influence infection resistance. • Study demonstrates stress hormones alter immune cell signa

• 2025 Annual Report highlights open source milestones, community growth, research, and new foundation launches. • Jim Zemlin discusses Agentic AI Foundation on Latent Space Podcas

• New Kubernetes Checkpoint/Restore WG formed to integrate CRIU-based checkpointing into K8s. • Focus on optimizing interactive workloads like Jupyter notebooks and AI chatbots for

• A component passed automated tests but remained inaccessible to screen readers due to an unnecessary ARIA role. • Removing the ARIA role restored native keyboard behavior, provin

• WHO reaffirms leprosy elimination goal, highlighting partnership with Novartis. • 172,717 new cases reported worldwide in 2024, yet 55 regions zero cases. • Multidrug therapy (MD

• Jian Ma, CMU computational biology professor, named 2025 ACM Fellow for groundbreaking genome and cell ML algorithms. • Ma’s work develops biologically grounded AI to decode cell

• Save for later lets developers postpone non‑ready changes in Publishing overview. • Previously all changes bundled, causing delays or publishing incomplete updates. • Feature app

• Big Brother Watch urges stronger safeguards for biometric data in upcoming EU surveillance regulation. • Calls for mandatory transparency and public reporting on facial recogniti

• UK government launches public consultation on facial recognition technology use by police and public services. • Consultation seeks views on ethical guidelines, data protection,

• Tailscale faced shaky uptime during holiday season, prompting transparency. • Public uptime history page offers detailed incident logs and metrics. • Coordination server issues c

• MCP enables AI agents to access services via standardized remote APIs, similar to REST. • Authentication and authorization happen at the transport layer, ensuring secure client-s

• SAP introduces a demo data personalization add‑on for Demo Environment 2.0, enabling rapid, tailored demos. • Powered by Saleo, the add‑on lets partners personalize UI elements i

• ESA astronaut Sophie Adenot launched to ISS on 13 Feb 2026 aboard SpaceX Dragon. • Mission named εpsilon symbolizes small yet impactful contributions in space exploration. • Crew

• Agentic AI shifts commerce from search to proactive assistants for retailers. • Agents act on intent, learn preferences, and complete transactions autonomously. • Retailers must

• AssetOpsBench introduces a multi-agent benchmark for industrial asset lifecycle management. • Covers 2.3M sensor telemetry points and 4.2K work orders. • Evaluates agents across

• 76 unique 0‑day vulnerabilities discovered across three days, totaling $1,047,000 in rewards. • Fuzzware.io clinched Master of Pwn with 28 points, outperforming rivals like Team

• Grab tackled slow container cold starts for data platforms like Airflow and Spark Connect. • Implemented Docker image lazy loading via eStargz and Seekable OCI (SOCI). • Fresh no

• Six months have passed since our last crates.io development update, so it’s time for another one. • Here’s a summary of the most notable changes and improvements made tocrates.io

• New Security tab displays RustSec advisories and affected version ranges for each crate. • Trusted Publishing now supports GitLab CI/CD via OIDC, expanding beyond GitHub Actions.

• Go developers seek guidance on best practices, standard library use, and modern tooling. • AI-powered dev tools are widely used, yet satisfaction remains middling due to quality

• Amazon EC2 G7e instances launched, powered by NVIDIA RTX PRO 6000 Blackwell GPUs. • Deliver up to 2.3× inference performance over G6e, ideal for generative AI and graphics worklo

• Google.org grants $2M to Sundance Institute, The Gotham, Film Independent for AI film education. • Initiative aims to train 100,000 artists in foundational AI skills. • Focus on

• Six SunRISE SmallSats undergo rigorous testing at Utah State University’s Space Dynamics Laboratory. • Thermal vacuum tests simulate orbital conditions, ensuring spacecraft survi

• Kimwolf botnet has infected over 2 million IoT devices, enabling massive DDoS attacks. • It scans local networks of compromised systems to spread to additional vulnerable devices

• Avoid null-safety conflicts by using nullable types carefully in entity fields. • Ensure entity classes have a public no-argument constructor for JPA hydration. • Do not declare

Azure Private Endpoints can unintentionally expose resources to DoS attacks. Attack vectors include accidental admin deployments, vendor setups, and malicious actors. Over 5% of Az

• Argos trains multimodal RL agents to reward answers grounded in visual and temporal evidence, not just plausibility. • Automated verification selects specialized tools per answer

• UC Berkeley faculty across four engineering departments receive funding to embed AI tools in core undergraduate courses. • Initiative funded by CAWIT and donor-supported campus p

• Berkeley Engineering hires five new tenure‑track professors across multiple departments. • Henry Corrigan‑Gibbs, ex‑MIT, focuses on privacy‑enhancing cryptographic computer syste

• DARPA’s Thermonat program tackles heat management in sub‑10‑nm chips, a critical barrier to performance. • Existing commercial tools miss nanoscale heat flow; atomistic methods a

• DeepSeek’s R‑1 release in January 2024 sparked a surge of open‑source AI models across China. • The move shifted China’s AI industry from closed to open models, enabling rapid, r

• Shubham Tulsiani, CMU Robotics Institute assistant professor, receives NSF CAREER Award for groundbreaking perception research. • Award supports project bridging 2D video observa

• Climate adaptation shifting from episodic risk management to core business strategy in 2026. • Extreme heat, water scarcity, and energy volatility now influence daily operations

• SAP Fieldglass named Market Leader by Ardent Partners 2025 VMS Technology Advisor. • Earned Elite Performer status in AI Innovation, SOW & Services Procurement, Direct Sourcing,

• Godot 4.6 RC 2 released today, fixing critical regressions from RC 1. • Final chance to report show‑stopping bugs for the stable release. • Supports Web, XR, and Android editors;

• Pwn2Own Automotive 2026 returns to Tokyo, featuring record 73 entries. • Competition spans real‑world automotive components, testing IVI and Level‑2 EV chargers. • Random draw se

• Pixel-perfect design is a relic, misaligned with responsive, fluid web experiences. • AI-enhanced workflows now automate layout adjustments across devices, reducing manual pixel

• IRR data quality assessed via freshness, DFZ alignment, RPKI conflicts. • Distinguish authoritative RIR-operated IRRs vs third-party registries. • Proxy metrics used because no g

• VoidLink showcases AI-generated malware capable of crafting polymorphic code. • The malware leverages generative models to evade traditional signature-based detection. • Checkpoi

• Xano provides a no-code backend platform with visual logic, APIs, and modular AI components. • Prakash Chandran, former Google UX lead, now CEO of Xano, shares backend insights.

• The Security Interest Group has published the first drafts of the following Group Notes: Threat Modeling Guide : This document describes when, why, and how to perform threat mode

• W3C Security Interest Group releases first drafts of two Group Notes. • Threat Modeling Guide explains when, why, and how to model threats during spec development. • Guide encour

• Y2K38 epoch issue looming in 2038, threatens 32-bit time representations. • openSUSE actively testing, fixing, coordinating to mitigate risk across packages. • Build system clock

• DiffTransformer V2 doubles query heads, keeps KV heads constant for efficient attention. • Uses differential attention: subtracts paired heads within same GQA group. • Applies si

• Kiro CLI adds granular URL controls, keyboard shortcuts, enhanced diff views for custom agents. • AWS European Sovereign Cloud now GA, meeting strict EU sovereignty requirements

• Fusaka upgrade live, adding Data Availability Sampling and independent blob parameter adjustments. • Blob Parameter Only forks now allow blob count increases without full fork cy

• Waypoint‑1 is Overworld’s real‑time interactive video diffusion model, controllable via text, mouse, and keyboard. • Trained on 10,000 hours of diverse video‑game footage with co

• clientcmd provides restclient.Config for Kubernetes API access, mirroring kubectl defaults. • Handles kubeconfig selection via ~/.kube, KUBECONFIG env, and CLI flags. • Supports