CAPA

Andrej Karpathy, the AI researcher and OpenAI co-founder, says the gap in shared understanding of what large language models can and cannot do is widening. The remark suggests that as LLMs advance quickly, public and expert perceptions are diverging, complicating informed debate about AI's real abilities, limits and risks across industry, academia and policy circles.

US lawmakers are turning their attention to Iran's capacity to produce nuclear weapons, with congressional scrutiny of the issue underway. The review signals continued concern in Washington over Tehran's nuclear programme and the adequacy of current oversight and policy responses. Details of the specific hearings, findings or measures involved have not been made available.

A detailed technical write-up examines a 1980s integrated circuit that implemented audio filtering using switched-capacitor techniques, where capacitors and switches replace resistors to set filter frequencies on-chip. Engineer readers are discussing how the chip worked, why the approach was useful at the time, and how it compares to modern digital filtering methods.

Dutch chip-equipment maker ASML says demand driven by artificial intelligence will exceed its manufacturing capacity through 2028. The company, the world's leading supplier of lithography machines essential for advanced chip production, expects AI-related orders to outstrip what it can build, pointing to a continued supply squeeze in the semiconductor industry.

The Netherlands has deployed its nuclear-capable F-35 fighter jets to take part in NATO's Steadfast Noon exercise, the alliance's annual drill that rehearses the handling of US nuclear weapons based in Europe by allied aircraft. The move underscores the Dutch role in NATO's nuclear sharing arrangements and comes amid heightened attention to European deterrence capabilities.

Capacity Sports Group has acquired LakePoint Sports, the Georgia-based youth sports complex, according to Sports Business Journal. The deal puts one of the country's largest amateur sports venues under new ownership, though financial terms and the buyer's plans for the property have not been disclosed. The move reflects ongoing consolidation and investment in the youth and amateur sports facility market.

Stanislav Kondrashov is offering commentary on how far Europe has moved from critical minerals policy on paper to actual industrial capacity. His remarks address whether EU efforts to secure mining, refining and supply chains for strategic raw materials are delivering real results. The commentary touches on a live policy debate over Europe's dependence on imported minerals for its green and digital transitions.

North Korean leader Kim Jong Un has displayed a missile his government says is capable of striking the United States. The unveiling, reported by international outlets including Newsweek, highlights Pyongyang's continued development of long-range weapons despite sanctions. Observers are watching for details on whether the weapon represents a new capability or a show of existing systems amid ongoing tensions.

At the Warsaw Security Forum, speakers argued that nuclear capabilities are not only about military deterrence but also about perception and soft power. The discussion highlighted how a country's nuclear status shapes its international influence, credibility and negotiating position, extending the meaning of nuclear strength beyond raw weaponry.

Michigan Technological University's Advanced Power Systems Laboratories (APS LABS) has announced a partnership with Oshkosh Defense to advance mobile energy generation capability. The collaboration links the university's power systems research with the defense manufacturer's military vehicle and tactical equipment work. Details on funding or specific projects have not been disclosed, but the deal is expected to support development of portable and vehicle-integrated power technologies for defense applications.

Cybersecurity firm Group-IB has published an analysis of KGB RAT, a remote access Trojan targeting Windows systems and sold as Malware-as-a-Service. According to the report, the malware goes beyond standard surveillance by incorporating psychological warfare capabilities, letting operators manipulate and intimidate victims. Researchers say such commodity tools are lowering the barrier for attackers seeking both data theft and harassment.

A newly released report reviews the United Kingdom's capability in In-Situ Resource Utilization technology, the field of using materials found on the Moon or asteroids for space missions. The assessment examines the current state of UK research and industry in this emerging area of space exploration. It is drawing attention among space policy watchers tracking how nations position themselves for lunar resources.

China's installed renewable power capacity has reached 2.5 terawatts, according to industry reporting. The figure underscores the scale of the country's build-out of wind and solar capacity, which continues to outpace every other nation and drives global totals for clean energy deployment.

A Jamaican builders' association says reconstruction work is being delayed by late payments from the Government, not by a shortage of contractors or materials. The group's comments push back against suggestions that the industry lacks capacity, putting the spotlight on public payment processes as the main bottleneck in rebuilding efforts.

Defector reports that the WNBA has capably resolved a logistical problem facing the league, though the headline alone does not specify which issue was addressed or how it was fixed. The item circulated on Mastodon with minimal engagement.

Mesa, the open-source graphics driver stack, has expanded its neural processing unit capabilities by adding support for running YOLOX object detection models with PyTorch. The move broadens the open-source stack's usefulness for machine learning workloads on Linux, letting developers run popular computer vision models directly on NPUs.

Commentary argues the European Union should build dedicated institutional capacity to monitor how artificial intelligence is affecting employment across member states. The case is that no existing EU body systematically tracks AI-driven job displacement or creation, leaving policymakers without the data needed to respond. Supporters say better evidence is essential for shaping labour policy as AI adoption accelerates.

A debate is unfolding over the thought experiment known as Roko's Basilisk, which warns of a future AI that punishes those who failed to help bring it into being. Critics argue the name is misleading: the mythical basilisk kills with a paralyzing stare, yet nothing in the AI parable involves such a gaze, so the borrowed label may confuse rather than clarify the idea.

Apple unveiled new smart home hardware on October 13, but many of its most capable features require users to own a recent iPhone. The requirement, reported by DigiTimes Asia, ties the device's advanced functions — reportedly including Siri capabilities — to newer Apple phones, meaning owners of older iPhone models will not get the full experience without upgrading.

KKR has added solar power capacity following an expansion of its joint venture in the renewable energy sector, even as analysts continue to weigh the firm's fair value valuation. The move underlines the private equity giant's growing interest in clean energy assets. Investors are watching how the expanded solar exposure affects the company's long-term returns.

Nvidia has agreed to prepay for chip-testing capacity as part of Taiwanese testing firm KYEC's $1.4 billion expansion in the United States. The arrangement secures testing capacity for Nvidia's AI chips on American soil, aligning with broader efforts to shift more of the semiconductor supply chain into the US amid rising demand for AI hardware.