76 results found
Welcome to a guide on KolibriOS, an incredibly small yet powerful operating system that challenges the notion of modern software bloat. In an era where operating systems demand gigabytes of storage and memory, KolibriOS
a16z-backed Base Power has launched its large home battery systems in Illinois, entering the PJM Interconnection grid territory which is struggling with soaring electricity demand and high prices. The startup offers cheaper power to residents by bypassing traditional grid bottlenecks, deploying batteries "behind the meter." This move aims to stabilize the stressed grid and provide a more affordable energy option for consumers.
Quick Verdict: The Data Center's New Powerhouses The server market is undergoing a seismic transformation, with Arm-based processors and GPU-accelerated systems rapidly rewriting the rules. Our latest analysis from
The proliferation of AI agents has opened up exciting new possibilities, but as these systems move beyond chatbots and into high-stakes environments—modifying infrastructure, moving money, or altering critical
Security researcher Chaotic Eclipse has publicly released "RoguePlanet," a seventh Windows zero-day exploit, just hours after Microsoft's record-breaking June Patch Tuesday. This vulnerability grants SYSTEM privileges on fully patched Windows 10 and 11 systems, deepening a dispute with Microsoft over previous disclosures. The exploit leverages a race condition in Windows Defender.
The landscape of database management is rapidly evolving, particularly with the increasing prevalence of AI agents interacting directly with our data systems. While these agents offer immense potential, they also
Rush Digital Marketing has launched Nexus Install, a 60-day program that builds and transfers ownership of a LinkedIn lead-generation system to coaches and consultants. It addresses a market gap by combining implementation with client autonomy, aiming for predictable client acquisition. This model empowers professionals to manage their growth systems independently.
LLM-based Multi-Agent (LLM-MA) systems automate complex software tasks, but their token consumption, and thus costs, are poorly understood. New research analyzing the ChatDev framework with GPT-5 reveals that the iterative Code Review stage consumes a striking 59.4% of tokens, with input tokens making up 53.9% of total consumption. This indicates that the primary cost in agentic software engineering lies in refinement and verification, not initial generation, offering crucial insights for cost prediction and workflow optimization.
Intel, Foxconn, and SambaNova Systems have partnered to build rackscale AI infrastructure, unveiled at Computex 2026. This collaboration targets the shift from AI training to inference, aiming to re-establish Intel Xeon CPUs at the core of data centers by pairing them with SambaNova's SN-50 RDUs for efficient, cost-effective performance. Foxconn will handle system integration and develop CPU-dense variants.
Instagram is alerting users targeted by hackers who exploited Meta's AI support chatbot to take over accounts. The simple attack, involving asking the bot to link accounts to hacker-controlled emails, continued even after Meta claimed a fix. The incident highlights critical security flaws in AI-driven support systems.
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.
