News/AI Models
DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment
The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...
read Oct 17, 2025AI-generated content hits 55% of new articles but growth stalls
AI-generated content now accounts for over half of all newly published articles on the internet, according to a new report from Graphite, an SEO research firm. However, the surge appears to be plateauing as content creators discover that AI-written articles perform poorly in search rankings, suggesting the digital landscape may be self-correcting against automated content. What you should know: The proportion of AI-generated articles peaked at 55% in January 2025 but has since stabilized rather than continuing to grow exponentially. AI content slightly overtook human-written articles between November 2024 and March 2025, marking a significant shift in online publishing. The...
read Oct 17, 2025Nvidia’s $4B venture strategy creates broad AI ecosystem lock-in
Nvidia is leveraging a multi-billion-dollar venture capital strategy through its NVentures arm to cement its dominance in the AI ecosystem, participating in 21 deals in 2025 alone compared to just one in 2022. This aggressive investment approach creates a symbiotic network where Nvidia's financial backing directly fuels demand for its GPUs and CUDA software platform, ensuring the company remains central to AI development as the industry expands. The big picture: Nvidia's venture capital strategy operates as "ecosystem engineering," strategically targeting three core areas to maintain its technological moat. Cloud-Scale AI Infrastructure investments back startups that rent, optimize, or virtualize Nvidia...
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AI advances faster than corporations can possibly adapt, executives warn
Executives at Semafor's World Economy Summit highlighted a growing disconnect between AI's rapid technological advancement and corporate America's ability to adapt organizationally. While AI is enabling breakthrough innovations like Formula 1 teams using digital twins instead of physical testing, legacy companies are struggling to rewire decades-old business processes quickly enough to keep pace with the technology. What you should know: AI is delivering on ambitious promises faster than many anticipated, creating practical solutions that were impossible just years ago. Sassine Ghazi, CEO of Synopsys, a chip design software company, pointed to Formula 1 as an example where teams now create...
read Oct 17, 2025Kentucky distillery takes its shot at AI, uses 1,500 sensors to automate bourbon production
Whiskey House, a new Kentucky distillery founded by bourbon industry veterans David Mandell and John Hargrove, has launched as a fully automated, technology-driven contract distilling operation amid widespread turmoil in the American whiskey market. The facility represents a dramatic departure from traditional whiskey-making methods, using advanced sensors, real-time analytics, and predictive control systems to address quality inconsistencies that plague the industry while serving the growing demand from non-distiller producer brands. The big picture: The American whiskey industry is experiencing significant upheaval, with major brands seeing declining sales and several companies filing for bankruptcy, yet Whiskey House sees opportunity in the...
read Oct 17, 2025Uber’s gig within gig allows drivers to make money labeling AI data
Uber has launched a pilot program in the US that allows its drivers to complete data labeling tasks during downtime, expanding on a similar initiative already running in India. The move positions Uber to become a major player in the AI training data market by leveraging its global workforce of drivers and delivery workers to help enterprises scale their artificial intelligence efforts. What you should know: Uber's AI Solutions division is testing a program where select US drivers and couriers complete digital tasks like recording speech samples, submitting multilingual documents, and uploading images. The pilot builds on a successful program...
read Oct 17, 2025Get Rich with AI Tryin’: 50 Cent embraces tech to reimagine his music
50 Cent has publicly embraced artificial intelligence technology for reimagining his music, posting AI-generated versions of his tracks like "21 Questions" and "God Gave Me Style" as old-school R&B songs. The hip-hop mogul's endorsement signals a pragmatic approach to AI adoption in entertainment, suggesting artists should work with the technology rather than resist its inevitable progression. What he's saying: 50 Cent expressed enthusiasm about AI's potential to expand his audience reach and praised the quality of AI-generated vocals. "Look, if it will reach someone that I missed, someone who couldn't hear what I was trying to say to them in...
read Oct 17, 2025Man’s worst friend: Skyborne launches AI-powered CODiaQ robot dog with lethal weapons
Skyborne Technologies has launched CODiaQ (Controller-Operated Direct-Action Quadruped), a four-legged robotic weapons system equipped with AI-assisted target recognition and lethal capabilities. The system represents a significant development in autonomous warfare technology, combining mobility with direct-fire weapons and modular payloads for military operations. What you should know: CODiaQ integrates artificial intelligence with lethal weapons on a mobile quadruped platform designed for battlefield deployment. The system combines AI-assisted target recognition with CHAOS 12GA and HAVOC 40mm modular payloads for precise remote direct-fire and ballistic breaching operations. A single operator can control the quadruped remotely, though it's designed to operate autonomously for warfighters...
read Oct 17, 2025Asus launches first GB10 Superchip desktop at $4.1K while Dell’s remains unavailable
Asus has launched the Ascent GX10, becoming the first company to bring Nvidia's GB10 Superchip to market in a compact AI desktop form factor, beating Dell's similar but unavailable Pro Max GB10 to retail availability. The $4,100 system delivers up to one petaflop of computing power in a package small enough for individual workstations, bringing data center-level AI capabilities to researchers and developers who previously needed access to large server clusters. What you should know: The Ascent GX10 is currently available for immediate purchase while competing systems remain in pre-order status. Asus's system can be ordered now from Viperatech for...
read Oct 17, 2025Line in the sand: “Dune” actress calls for AI body scan protections amid digital likeness fears
Olivia Williams is calling for "nudity rider"-type protections for AI body scans, arguing that actors need the same level of control over their digital likenesses as they have over intimate scenes. The Dune: Prophecy star says performers are regularly pressured into body scans on set with minimal guarantees about how the data will be used, potentially allowing studios to train AI models on their physical appearances and eventually replace human actors. What you should know: Williams and other actors report being "ambushed" into body scans during filming, with contracts containing vague clauses that grant studios sweeping rights over performers' likenesses....
read Oct 17, 2025Microsoft report: Russia, China ramp up AI-powered cyberattacks on US
Russia, China, Iran, and North Korea have dramatically escalated their use of artificial intelligence to conduct cyberattacks and spread disinformation targeting the United States, according to Microsoft's latest digital threats report. The tech giant identified more than 200 instances in July 2025 of foreign adversaries using AI to create or amplify fake content online—a figure that has doubled since 2024 and increased tenfold since 2023, marking a pivotal shift in how America's rivals are weaponizing cutting-edge technology against U.S. interests. What you should know: AI has fundamentally transformed how state-backed hackers and influence operations target the United States, enabling unprecedented...
read Oct 17, 2025Idle hands are the AI’s plaything: Researchers use Mario Kart to train self-driving car
Researchers at the University of Maryland are using Nintendo's Mario Kart video game to train artificial intelligence systems for autonomous driving applications. The innovative approach allows AI programs to learn safe driving behaviors in a simulated environment before being tested on real roads, potentially advancing the development of self-driving vehicle technology. How it works: The research team has reprogrammed Mario Kart to prioritize safe driving over winning, creating a training ground for autonomous systems. AI programs control Mario through racing laps while being evaluated on both speed and safety metrics. The system generates safety scores based on how well the...
read Oct 16, 2025Wedbush analyst doubles down on AI investments after Asia trip
Dan Ives, managing director at Wedbush Securities, has reinforced his bullish stance on artificial intelligence investments after witnessing strong AI demand across Asian markets. His latest assessment comes as investors seek clarity on AI's global growth trajectory and regional adoption patterns. What you should know: Ives appeared on CNBC's "Fast Money" to discuss his continued optimism about AI sector investments, specifically highlighting robust demand he's observed in Asia. Why this matters: Asian markets represent a crucial growth driver for AI companies, and strong regional demand signals could validate current AI valuations and investment strategies. Institutional investor sentiment around AI remains...
read Oct 16, 2025PEARL AI detects chip trojans with 97% accuracy as security gap concerns remain
Researchers at the University of Missouri have developed PEARL, an AI system that uses large language models to detect hardware trojans in computer chips with up to 97% accuracy. While this represents a significant advancement in securing the global chip supply chain, experts warn that the remaining 3% margin for error could still allow catastrophic vulnerabilities to slip through in critical systems like defense networks and medical equipment. What you should know: Hardware trojans are malicious alterations secretly embedded during chip manufacturing that can remain dormant until activated to steal data or cause device failures. These threats can be inserted...
read Oct 16, 2025Hampton Roads, Virginia tests AI waste sorting to cut landfill use by 50%
The Southeastern Public Service Authority (SPSA) in Hampton Roads is implementing an AI and robotics-powered waste sorting facility in Portsmouth that could cut landfill waste by 50%. The facility represents a major pivot for SPSA after losing its primary revenue source when the Navy stopped purchasing steam in 2023 and a catastrophic fire destroyed the Wheelabrator facility. What you should know: The new mixed-waste sorting system uses artificial intelligence and image recognition to identify and remove recyclable and organic materials before they reach landfills. The technology can pull out approximately 50% of materials from the waste stream, extending landfill life...
read Oct 16, 2025Google’s Gemini 3 AI model reportedly set for October 22 launch with 5 key upgrades
Google's anticipated Gemini 3 AI model appears closer to launch than many expected, with leaked internal timelines suggesting a potential October 22 release date. While Google hasn't officially confirmed this timeline, the tech giant's historical pattern of Wednesday launches for major AI updates lends credibility to the speculation. The leaked calendar, which surfaced on social media platform X (formerly Twitter), could represent either a public launch or limited developer access. Regardless of the exact timing, Gemini 3 represents Google's next major advancement in artificial intelligence capabilities, building on the success of the current Gemini 2.5 Pro and Gemini 2.5 Flash...
read Oct 16, 2025New York becomes first state to ban efficient AI rent-pricing algorithms
New York Governor Kathy Hochul signed legislation on Thursday banning landlords from using AI-powered algorithms to set rental prices, making it the first state to outlaw such software. The law addresses what Hochul calls "housing market distortion" during a historic affordability crisis, following similar city-level bans in Jersey City, Philadelphia, San Francisco, and Seattle. What you should know: The legislation targets algorithmic pricing software that companies like RealPage offer to landlords for rent optimization. RealPage's software helps landlords "optimize rents to achieve the overall highest yield, or combination of rent and occupancy, at each property." The algorithms can also determine...
read Oct 16, 2025Apple’s new AI studies predict software bugs with 98% accuracy
Apple has quietly released three research studies that could reshape how software gets built, tested, and debugged across the technology industry. While the company is better known for consumer products, these papers reveal Apple's deeper ambitions in artificial intelligence-powered development tools—technology that could eventually accelerate software creation while reducing the costly errors that plague large-scale projects. The studies tackle three fundamental challenges in software development: predicting where bugs will occur before they cause problems, automating the time-intensive process of creating comprehensive test plans, and training AI systems to actually fix code defects. For business leaders managing software teams, these advances...
read Oct 16, 2025Novelists sue Salesforce for using copyrighted books to train AI models
Two authors have filed a proposed class action lawsuit against Salesforce, alleging the cloud computing giant used thousands of copyrighted books without permission to train its xGen AI models. The lawsuit highlights growing legal pressure on tech companies over AI training practices, with dozens of similar cases targeting major firms like OpenAI, Microsoft, and Meta. What you should know: Novelists Molly Tanzer and Jennifer Gilmore claim Salesforce infringed their copyrights by using pirated books to train xGen AI models for language processing.• The complaint was filed on Wednesday, with Salesforce declining to comment on the lawsuit Thursday.• Attorney Joseph Saveri,...
read Oct 16, 2025Chicago buses deploy AI cameras to catch illegal lane parkers
Chicago Transit Authority buses will begin using AI-powered cameras to catch drivers illegally parked in bus and bike lanes starting Wednesday. The Chicago Department of Transportation will review captured video footage to issue warnings or fines, aiming to reduce traffic backups and improve bus boarding accessibility for passengers. What you should know: The new AI camera system represents an expansion of existing enforcement technology already deployed on other city vehicles.• The cameras automatically detect when vehicles are parked in restricted bus or bike lanes and capture video evidence for review.• The Chicago Department of Transportation handles the review process and...
read Oct 16, 2025AI streamlines luxury home construction in America’s other “bay area,” Tampa
A construction company is using artificial intelligence to build a luxury residence along Tampa's Riverwalk, marking a notable application of AI technology in high-end construction projects. The company claims the AI integration makes their construction process more efficient than traditional building methods. What you should know: Limited details are available about the specific AI applications being used in this Tampa construction project. The luxury residence is being built on Tampa Riverwalk, a prominent waterfront area in the city. The construction company reports that AI technology is improving efficiency in their building process. The project represents an emerging trend of AI...
read Oct 14, 2025MIT engineers create AI tool with 99% accuracy, replacing expensive lab equipment
MIT engineers have developed SpectroGen, an AI-powered "virtual spectrometer" that can generate spectroscopic data across different modalities with 99 percent accuracy. The tool addresses a critical bottleneck in materials quality control by allowing manufacturers to scan materials with a single, inexpensive instrument and then use AI to generate what the results would look like from other, more expensive scanning methods. Why this matters: Quality verification of new materials currently requires multiple specialized and expensive instruments, creating costly delays in manufacturing processes for batteries, electronics, and pharmaceuticals that could be dramatically streamlined. How it works: SpectroGen takes spectral measurements from one...
read Oct 14, 2025Not only you can prevent wildfires: Northern Arizona Univ. study finds AI could automate forestry tasks
A research team from Northern Arizona University has found practical applications for artificial intelligence in forestry management, with AI showing promise for automating tasks and improving forest modeling. The findings could provide a foundation for policy changes and further research as the technology continues to develop in natural resource management. What they're saying: NAU master's graduate Luke Ritter emphasized AI's potential for comprehensive forest management applications. "AI, more specifically to forestry, shows a lot of promise for automating certain tasks. So that could be like paper work types of tasks or it could be data collection," he said. Ritter noted...
read Oct 14, 2025Pittsburgh hosts first US Global Innovation Summit on AI in health sciences
The University of Pittsburgh will host the Global Innovation Summit next week, marking the first time the United States has hosted this international gathering of industry, government, business, and academic leaders focused on AI in health sciences. The summit represents a strategic move by Pitt to cement its reputation as a hub for artificial intelligence research and positions the university alongside Carnegie Mellon as a driving force in Pittsburgh's emerging tech landscape. What you should know: The Global Innovation Summit will bring 200-300 attendees from 20 countries to Pittsburgh from October 19-21, combining with the Competitiveness Conversations series for an...
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