41 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.
An intense internal power struggle within the Trump administration has stalled US federal AI regulation, leaving a policy vacuum after Anthropic's Mythos model revealed critical cybersecurity risks. Factions within the Commerce Department, intelligence agencies, and pro-industry groups are locked in a "knife fight" over who gets to evaluate and oversee advanced AI systems. This paralysis follows the abrupt cancellation of a landmark executive order and the unexplained withdrawal of AI testing announcements.
When most people picture AI chatbots, they envision powerful systems housed in distant data centers, constantly pinging servers to process requests. While cloud-based AI like ChatGPT and Gemini dominate the narrative,
California's proposed amendment, AB 1856, aims to exempt open-source operating systems like Linux from its upcoming Digital Age Assurance Act, addressing significant backlash and practical concerns for decentralized platforms. This pragmatic step is a win for privacy and open-source principles.
Plug-in solar systems, also known as balcony solar, represent a fascinating, accessible frontier in personal renewable energy. Instead of sprawling rooftop arrays, these compact, 'plug-and-play' setups offer a
TT Games is evolving the Lego formula with `Lego Batman: Legacy of the Dark Knight`, launching May 22. It promises a sprawling Gotham, revamped combat, and a challenging "Dark Knight" mode designed to push experienced players with deeper systems and AI.
The Commodity Futures Trading Commission is deploying advanced AI tools and surveillance systems to aggressively pursue insider trading on prediction markets like Polymarket, even those operating offshore. This marks a significant escalation in regulatory enforcement, with CFTC Chairman Michael Selig vowing to identify and prosecute US citizens exploiting confidential information. The agency is responding to rising congressional pressure and has already made an arrest.
Hardware-based attestation, exemplified by Apple's App Attest and Google's Play Integrity APIs, is increasingly being used to verify device integrity. While presented as a security feature, this trend is effectively locking out alternative operating systems and hardware, enforcing a duopoly. This extends to web services via initiatives like reCAPTCHA Mobile Verification, creating significant anti-competitive challenges by mandating certified mobile devices for access.
As autonomous AI systems become prevalent, intent-based chaos testing emerges as a critical method to prevent catastrophic failures caused by AI agents acting confidently but incorrectly. This approach addresses the limitations of traditional testing, which fails to account for AI's probabilistic nature and complex interactions. By measuring deviation from an agent's intended behavioral boundaries, this testing methodology helps ensure AI systems operate safely in unpredictable production environments.
For developers who've navigated the intricate waters of Makefile syntax, grappled with elusive tab-versus-spaces bugs, or struggled to achieve consistent builds across diverse operating systems like Linux, macOS, and
OpenAI has updated ChatGPT to the GPT-5.5 Instant model, introducing a new partial memory feature that shows some of the context influencing AI responses. While improving transparency and accuracy, this incomplete observability layer could challenge enterprises by creating competing context logs alongside existing audit systems. Businesses must now formalize memory management to reconcile these new insights with their established processes.
As AI systems become more autonomous, traditional step-by-step governance creates fragile architectures. This article explores 'fast paths' and 'slow paths' as a solution, enabling scalable autonomy by regulating behavior through continuous observation and selective, feedback-driven intervention, rather than synchronous approval for every action.
Stanford's youngest instructor, Rachel An Fernandez, discusses the evolving tech landscape for developers. She emphasizes the continued importance of foundational skills like C++, offers tips on using AI without 'deskilling,' and implicitly highlights the necessity of data quality and automation for robust systems, drawing parallels with freeCodeCamp's extensive resources.
Definity, a Chicago-based startup, secured $12M in Series A funding to advance its unique data pipeline reliability solution. By embedding agents directly within Spark pipelines, Definity proactively identifies and prevents failures, bad data, and inefficiencies during execution, crucial for the integrity of agentic AI systems.
PowerLight Technologies' laser power beaming system successfully kept a military drone airborne for hours during Pentagon tests. This breakthrough, demonstrated at Shaw Air Force Base, could enable indefinite flight for unmanned systems, revolutionizing surveillance and offering potential counter-drone capabilities.
Quick Verdict This TechRadar analysis delves into a critical, often overlooked aspect of the modern job search: the pervasive filtering of resumes by AI systems before human eyes ever see them. It's an honest and
AI chip startup Cerebras Systems has officially filed for an initial public offering (IPO), marking a renewed attempt after a 2024 withdrawal. The company, which touts its "fastest AI hardware" and boasts major deals with AWS and OpenAI, looks to capitalize on recent momentum and substantial private funding to accelerate its growth.
The concept of sovereign AI aims to prevent any country from being left behind in the AI revolution by ensuring national control over AI data, models, and infrastructure. Key challenges include significant infrastructure constraints like power, cooling, and scarce hardware, which lead to regional disparities. This vision relies on extending Kubernetes for robust orchestration and integrating the PyTorch Stack for flexible AI development, enabling countries to build independent and secure AI ecosystems.
France is making a strategic shift from Windows to Linux across government systems, driven by digital sovereignty. This move aims to reduce reliance on U.S. tech and gain control over national data, despite facing significant implementation challenges.
NASA's Artemis II mission successfully concluded its historic voyage around the Moon, with the Orion module splashing down safely in the Pacific Ocean. This pivotal human-rated test flight delivered four astronauts back to Earth, validating critical systems and marking a significant step towards humanity's sustained return to the lunar surface.
Mobile technology, while streamlining communication and access, has also ushered in an era of constant digital distraction. For developers familiar with context switching and notification fatigue, the impact on
Cloud infrastructure has undergone a significant transformation, evolving from manual configuration to deeply programmable systems. Over the past decade, nearly every platform has exposed robust APIs, enabling
As software engineers, we build complex systems by leveraging deep-seated intuition. We understand architectural tradeoffs, diagnose performance bottlenecks, and design robust solutions, often visualizing components on
Jujutsu Kaisen's Season 3 finale, "Sendai Colony," brilliantly showcases the anime's revolutionary approach to battle manga. It makes fights the central narrative, using a "show, don't tell" philosophy and "design by subtraction" to build character depth and complex power systems. MAPPA's animation elevates the source, culminating in a stunning introduction for Yuta Okkotsu and a redefinition of the genre.
Ars Technica's review of new research debunks the long-accepted 'oxygen constraint hypothesis' for ancient giant insects. The study shows insect breathing systems were not a limiting factor for size, shifting focus to predation, thermoregulation, and molting as new potential explanations.
