25 results found
Microsoft has launched ASSERT, an open-source framework designed to simplify AI behavior testing. It enables developers to create comprehensive, application-specific evaluations using natural language descriptions, ensuring AI systems act as intended for particular products and services. The tool translates high-level goals into structured tests, generates scenarios, scores results, and logs execution paths.
This guide demonstrates how to self-host an S3-compatible object store using MinIO on your staging server. By leveraging Docker Compose and Traefik for HTTPS, you can significantly reduce cloud storage costs while maintaining a production-like environment for development and testing. It covers setup, application configuration, and secure file interactions.
This article explores how a 10-year-old Intel Xeon E5-2620 v4 server with 128 GB DDR3 RAM and no GPU can run a modern LLM like Gemma 4 26B-A4B at reading speed. It highlights that LLM inference is often memory-bound and showcases deep optimization techniques using `ik_llama.cpp`, including speculative decoding, CPU-aware MoE routing, advanced memory management, and specialized attention kernels. The success demonstrates that granular software control can unlock significant performance on older, abundant-RAM hardware.
The Musician Hand robot demonstrates rapid, human-like learning, playing music after just two minutes of self-practice. This USC project, dubbed "motor babbling," offers a glimpse into future efficient, experiential AI for rehabilitation robotics.
Eli Lilly is set to acquire Seattle-area biotech Curevo Vaccine for up to $1.5 billion to bolster its infectious disease portfolio. The deal centers on Curevo's Phase 3-ready shingles vaccine candidate, amezosvatein, which demonstrated a more than 50% reduction in side effects during Phase 2 studies, aiming to boost vaccination rates among older adults.
Google's Universal Cart integrates AI to streamline shopping across multiple retailers, promising convenience and automation, but raises questions about consumer control and privacy in the pursuit of "frictionless" commerce.
Anthropic's new `/goals` feature for Claude Code revolutionizes AI agent reliability by separating task execution from goal evaluation. This prevents agents from prematurely ending tasks, using a dedicated evaluator model to ensure specified conditions are fully met before declaring completion. The innovation offers a more robust, auditable approach to AI agent deployment.
As an experienced tech reviewer, I've seen countless smart TVs pass through my testing lab, from budget-friendly gems to top-tier home theater titans. One persistent theme across all price points is the manufacturer's
Quick Verdict Steam stands as an undeniable powerhouse in PC gaming, commanding an overwhelming 70 to 80% of the digital distribution market. While it operates with the same 30% revenue cut that draws fire for other
Context Hub (`chub`) addresses LLM limitations by providing coding agents with curated, versioned documentation and skills via a CLI, augmented by local annotations and maintainer feedback. This article explores `chub`'s workflow and content model, then demonstrates building a companion relevance engine. This engine uses an additive reranking layer with extracted signals to significantly improve search accuracy for shorthand queries without altering `chub`'s core design.
In a significant move reshaping the landscape of AI-powered visual creation, Canva and Anthropic have unveiled Claude Design, a new Anthropic Labs product that seamlessly integrates Canva's robust Design Engine directly
Honest review of the Veger X5 MagSafe wallet, charger, and tracker. While promising, weak magnets and charging quirks hinder its daily use, yet it powerfully illustrates the convenience Android users miss without Qi2.
The recent Artemis II mission has us looking up, but games have been taking us to the moon for decades. From haunted alien outposts in Destiny to the terrifying visage of Majora's Mask, and the enigmatic quantum moon of Outer Wilds, virtual worlds offer wildly creative interpretations of our celestial neighbor. This piece celebrates how games mythologize and utilize the moon, transforming it into a setting for awe, terror, and pivotal gameplay mechanics.
Volkswagen's MOIA America and Uber have officially begun on-road testing of self-driving ID. Buzz minibuses in Los Angeles, marking the first U.S. city in their multi-city rollout strategy. The initial fleet operates with human safety operators, targeting commercial service by late 2026 and fully driverless operations by 2027. This move leverages the specialized ID. Buzz AD equipped with a 27-sensor Mobileye platform and Uber's extensive ride-hailing network.
Alright, gamers, let's talk about leveling up your real-world lair. While we’re usually focused on frame rates, legendary loot, and epic boss battles, sometimes the most satisfying upgrades happen right in your living
IndexCache, a novel sparse attention optimizer by Tsinghua University and Z.ai, dramatically accelerates long-context AI models. It cuts up to 75% redundant computation, delivering up to 1.82x faster inference and significant cost savings.
This guide demonstrates how frontend developers can use Chrome DevTools to override API responses and headers locally. It covers fixing incorrect data, validating UI scenarios, and resolving CORS errors by manipulating network requests and their properties, enabling continuous development despite backend dependencies.
This article demonstrates how to build a browser-based image converter using JavaScript, leveraging client-side APIs to ensure fast, private, and efficient image processing. It covers setting up a basic HTML interface, reading local files with `FileReader`, converting images via the `Canvas` API's `toDataURL` method, and enabling direct downloads. The guide also discusses practical considerations like handling large images, controlling JPEG quality, and ensuring robust input validation.
Quick Verdict The 98th Academy Awards broadcast promises a night of significant cinematic accolades, offering multiple avenues for viewers to tune in. While the event celebrates impressive film achievements, including a
Dyson has officially launched its advanced Spot+Scrub Ai Robot vacuum cleaner, now available for purchase. This new autonomous cleaning device, which first debuted at IFA 2025 in Berlin, integrates artificial
Real-time updates are vital for applications like live scores. This guide demonstrates building a real-time system using MQTT, a lightweight messaging protocol, and Express.js. You'll learn to integrate an MQTT broker with an Express backend and stream instant updates to browsers via Server-Sent Events, using a practical football score application as an example.
Razer celebrates 30 years of Pokémon with officially licensed gaming peripherals. This review details the Starter Pokémon and Gengar collections, covering design, pricing, and whether these aesthetic upgrades are worth it for dedicated fans.
Threads is currently testing a new shortcut feature designed to simplify direct messaging. Users participating in the trial can type "DM me" or "Message me" in posts or replies, which automatically generates a hyperlink to invite others into a private conversation. This aims to streamline the transition from public interaction to private dialogue on the platform.
Alphabet-owned Robotics Software Company Intrinsic Joins Google Key takeaways Intrinsic, an Alphabet-owned robotics software company, is integrating with Google to accelerate advancements in physical AI. The company
Kilo has launched KiloClaw, a fully managed service designed to deploy OpenClaw agents into production in under 60 seconds. This platform removes infrastructure complexities, provides secure and always-on hosting, and integrates with Kilo Gateway for access to over 500 AI models. Kilo also introduced PinchBench, an open-source benchmark for agentic tasks, aiming to democratize AI agent deployment for a wider audience.
