AMD etches AI in silicon; Meta faces massive fines

AMD has acquired Taalas to boost AI inference performance by etching machine learning models directly into silicon. Early demonstrations of these model-specific integrated circuits reveal they can generate up to 17,000 tokens per second, positioning AMD to deliver significantly faster AI processing.

A new interactive guide applies the Pareto frontier method to Mario Kart 8 to determine the best possible build. The tool utilizes multi-objective optimization to carefully balance crucial stats like speed and acceleration. This mathematical approach helps players discover the ultimate setup to consistently dominate the race track.

Security researchers successfully tracked and eavesdropped on a WIRED reporter by exploiting vulnerabilities in a children's GPS smartwatch. This incident highlights the severe privacy risks and deeply insecure supply chains surrounding GPS-enabled wearable gadgets designed for kids.

Scientists utilizing the NSF Inouye Solar Telescope have successfully observed the Kelvin-Helmholtz instability on the surface of the Sun. This breakthrough provides crucial new insights into solar dynamics, enhancing our broader understanding of solar activity and space weather.

A recent investigation reveals that many USB-C cables fail to meet the power and data transfer speeds advertised on their packaging. By physically testing a variety of cords, the author discovered that consumers can no longer trust label claims and must verify actual performance capabilities before purchasing.

News of the Nepalese government's reported involvement with the breach notification service Have I Been Pwned has drawn heavy skepticism from the tech community, who point to the country's notoriously insecure IT infrastructure. Commenters expressed significant privacy concerns regarding government access to leaked data and potential law enforcement misuse, with some even labeling the announcement as misleading.

Scientists have developed a bioengineered chewing gum that reduces HPV levels by up to 93% and nearly eliminates bacteria associated with head and neck cancer. By selectively targeting harmful pathogens while preserving beneficial oral microbes, this innovation offers a safer and more affordable therapeutic option.

A new technical deep dive explores the internal architecture of vLLM, a high-throughput LLM inference system designed for massive scale. It breaks down core performance optimizations including paged attention, continuous batching, prefix caching, and speculative decoding. Additionally, the article examines how the platform enables dynamic serving across multi-GPU and multi-node environments.

Herdr is joining Y Combinator to secure funding for its upcoming development initiatives. Despite the new investment, the company emphasized that its runtime will remain open-source under the Apache-2.0 license.

GitHub is currently experiencing degraded availability for both its Actions and Pages services, as confirmed by the company's official status page. Developers relying on these tools for continuous integration and static site hosting may encounter delays or failures while the engineering team works to resolve the ongoing incident.

YC S26 startup ProvenMetal has launched a rapid custom printed circuit board manufacturing service that handles builds of any specification and budget. The platform significantly reduces traditional multi-week wait times by delivering finished boards in as few as five days, and ordering is now open.

A retired man transformed a forgotten strip of land in Sao Paulo into the city's largest park by planting trees. This newly established green space now provides a vital natural break from the surrounding concrete urban landscape.

Every summer, residents across Estonia transform their private spaces, including gardens, garages, and even bedroom windows, into temporary pop-up cafes. This unique cultural tradition invites strangers into personal properties to socialize and experience community-driven hospitality.

A large-scale evaluation of human reviewers approving AI agent commands across 40,000 runs found that humans missed one in three security threats. The study also revealed that reviewers frequently blocked safe commands, demonstrating significant flaws in current human oversight processes.

A developer has created STV, a new full-motion video codec designed specifically for the vintage 1985 Atari ST computer. This new codec aims to facilitate the porting of classic DOS-era games to the retro platform by enabling full-motion video playback on the decades-old hardware.

This article highlights the enduring legacy of Faber Birren, a pioneering color expert whose innovative work continues to influence modern design and technology. Nearly three decades after his death, his foundational theories on color application remain deeply embedded in the visual world around us.

CopilotKit has released the Channels SDK, an open-source toolkit that allows developers to easily integrate AI agents into popular messaging platforms like Slack, Microsoft Teams, Discord, and Telegram. The SDK features native, interactive user interfaces to ensure a seamless conversational experience across all supported communication channels.

Reader discussions regarding ASIC reverse engineering highlight the contrast between physically scanning dense chips and logically extracting netlists from layout files using standard industry tools. While generating a netlist from a layout is relatively straightforward, determining the actual functionality of the silicon remains the most significant hurdle. Participants also debated the practicalities of physical versus software-level hardware hacking, dismissing anecdotal claims of deducing digital logic opcodes using oscilloscopes as highly improbable.

A maker building an X-Y cartesian motion system has developed a more elegant alternative to zip ties and custom clips for anchoring timing belts. By utilizing an integrated timing belt loopback fastener, the project achieves a cleaner and more reliable connection between the belts and the moving carriage.

A developer has launched a free weightlifting app that visualizes estimated one-rep maxes to help users optimize their daily training loads. Rather than monetizing the platform, the creator is leveraging its minimal hosting costs to collect large-scale athlete data for original research on strength and fatigue. The community has praised the tool's gamified approach to fitness, with some users even utilizing AI to generate their own custom tracking spreadsheets.

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