A study by UC Riverside researchers offers a practical solution to one of artificial intelligence’s toughest challenges by enabling AI systems to reason more like humans, without requiring new training data beyond testing questions. In a preprint paper entitled “Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models”, assistant professor Yinglun Zhu and students introduce a…
From principles to practice As artificial intelligence systems become more agentic and capable of multi-step reasoning and autonomous action, the issue of trust moves from theory to practice. These challenges are the focus of the Trust in AI Alliance, a new forum hosted by Thomson Reuters Labs that brings together leading AI researchers and engineers…
This addition brings the perspective of the cloud ecosystem and enterprise AI implementation to the board, advising Qlik on practical and responsible adoption of AI. PHILADELPHIA, January 21, 2026–(BUSINESS FEED)–Qlik®a global leader in data integration, data quality, analytics and artificial intelligence (AI), today announced that Mark Relph, Director of Amazon Web Services (AWS), has joined…
The global race for artificial intelligence (AI) remains one of the most hotly contested areas of international competition. Few would bet on an eventual winner today, but current trends suggest three possible scenarios we should consider. In the first scenario, the AI world is dominated by the United States and China. While the United States…
Artificial intelligence (AI) is advancing faster than the network that powers it. As Microsoft CEO, Satya Nadella recently warnedthe real limit of AI isn’t the chips… it’s the electricity. Energy has become the main bottleneck in AI, pushing tech giants to create their own energy source and reboot all available energy sources. Whoever gains this…
Michael Kitces and Ben Henry-Moreland ask whether these long-term problems require a solution other than AI? JANUARY 21, 2026 By Ben Henry-Moreland and Michael Kitces As companies grow and merge over time, they accumulate technical debt. Technologies, capabilities, and processes that in a perfect world would be retooled and improved every time the company grows…
Contracts for acquiring AI in the era of rapid adoption See the speakers Organizations and government agencies are acquiring AI at unprecedented speed, often faster than legal, procurement and governance frameworks can adapt. Standard software contracts are pushed beyond their limits, exposing buyers to unclear ownership of outcomes, weak data rights, opaque model behavior, regulatory…
The only company to have surpassed the $5 trillion market cap is Nvidia. Currently, there are only 10 public companies in the trillion-dollar club. From highest to lowest market capitalization, these companies are Nvidia, Apple, Alphabet (GOOGL +1.31%) (GOOG +1.33%), Microsoft, Amazon, Semiconductor manufacturing in Taiwan, Metaplatforms, Broadcom, TeslaAnd Berkshire Hathaway. Within this cohort, only…
A view of the TSMC Global R&D center in Hsinchu, Taiwan on April 15, 2025. Ann Wang | Reuters Thursday offered markets a rare respite from the incessant geopolitical upheavals. Yet the week’s headlines still reflect broader global dynamics. Case in point: Taiwan’s $250 billion investment in chip production in the United States, which is…
Something weird just happened on the Internet. In less than a week, 1.4 million AI agents have created their own social network. Not for us, for themselves. They post, argue, create memes, complain about their human owners, and debate existential questions. The platform is called Moltbook. Humans can watch but not participate. Only AI machines…