Generative AI

Richtech Robotics & Microsoft Partner to Advance Agentic AI in Real-World Robots Richtech Robotics has announced a collaboration with Microsoft’s AI Co-Innovation Labs to develop and implement agentic artificial intelligence in real-world robotic systems. This joint effort will enhance Richtech’s ADAM robot with adaptive intelligence using Microsoft’s Azure AI. The partnership aims to elevate robots from simple task executors to context-aware, conversational assistants by applying vision, voice, and autonomous reasoning to physical environments. The enhanced ADAM robot will be able to consider factors like time of day, weather, and promotions to better respond to customer needs. It will also use vision-based models to maintain service quality during busy periods and provide operational awareness, such as alerting staff about low inventory levels. ...

January 2026 is shaping up to be a pivotal month in technology, with major strides in artificial intelligence, military tech adoption, and the quantum computing industry. This digest covers groundbreaking news, from a study showing Generative AI outperforming human creativity to the U.S. Marine Corps standardizing its official AI platform and a landmark $1.8 billion acquisition set to reshape the quantum landscape. Study Finds Generative AI More Creative Than the Average Human A recent study comparing over 100,000 humans to advanced AI systems like GPT-4 has found that generative AI can now outperform the average person on certain creativity tests. The research, led by the Université de Montréal, focused on divergent thinking and idea generation. While AI models demonstrated strong performance, the study also highlighted that the most creative humans, particularly those in the top 10%, still significantly outperform the best AI systems. The study utilized the Divergent Association Task (DAT) to measure the ability to generate semantically distant ideas. Researchers also found that AI’s creativity could be significantly influenced by adjusting parameters like ’temperature’ and through specific prompting techniques. ...

AI Creativity Now Matches Average Humans, But Lags Behind Top Innovators, Study Reveals A landmark study from the Université de Montréal, co-authored by AI pioneer Yoshua Bengio, reveals that leading AI models now match or exceed the average human’s creative abilities in linguistic tasks. Published in Scientific Reports, the research is the largest comparative study of its kind, testing large language models like GPT-4, Claude, and Gemini against 100,000 people. While models like GPT-4 have achieved a significant milestone by reaching average human creativity, the study underscores that the most creative individuals still significantly outperform the most advanced AI systems. ...

Keysight Launches ML Toolkit to Revolutionize Semiconductor PDK Development Keysight Technologies has introduced a new Machine Learning Toolkit aimed at dramatically accelerating the development of Process Design Kits (PDKs) for semiconductors. This toolkit, integrated into the Keysight Device Modeling Software Suite, promises to slash model development and parameter extraction time from weeks down to just hours. As semiconductor complexity grows and design schedules shrink, traditional manual modeling workflows have become a bottleneck. Keysight’s AI and machine learning-driven solution enhances productivity and model quality by reducing the number of parameter extraction steps from over 200 to fewer than 10, enabling global optimization of 80+ model parameters in a single operation. ...

Hanwha Aerospace Unveils Next-Gen Autonomous Fighting Vehicles for 2026-2031 Hanwha Aerospace has detailed its development plans for a new family of heavy autonomous fighting vehicles, with a projected timeline between 2026 and 2031. Announced at the IQPC International Armoured Vehicles conference, the vision focuses on unmanned platforms for manned-unmanned teaming (MUM-T) operations. This initiative builds on the company’s previous plans to develop an autonomous version of its K9 Thunder self-propelled howitzer. The strategic push towards autonomous military technology is partly a response to demographic challenges in South Korea, including a shrinking military due to a low birthrate. These advanced autonomous systems are designed to provide critical combat mass directly on the front lines. ...

Explainable AI (XAI) Gains Traction Amidst Demand for Transparency The demand for transparency in artificial intelligence is driving significant growth in Explainable AI (XAI), a field dedicated to making AI decision-making understandable to humans. As AI systems become more integrated into critical industries, the need to demystify their often “black box” operations is paramount. This push is fueled by regulatory requirements, ethical considerations, and the necessity of building user trust. In high-stakes sectors like healthcare and finance, explaining an AI model’s reasoning is essential for accountability and compliance. Key trends propelling the XAI market include the development of inherently interpretable models and post-hoc techniques that clarify the logic of complex models, with market projections showing substantial growth. ...

AI-Driven Cyber Threats Create Unprecedented Risk, Survey Reveals CEO-CISO Divide A new survey from AXIS Capital Holdings Limited reveals that artificial intelligence is creating an unprecedented and complex cyber risk landscape. The research, which polled 500 CEOs and Chief Information Security Officers (CISOs) in the U.S. and U.K., uncovered a significant gap in how these leaders perceive AI’s risks and rewards. While AI offers transformative potential for business efficiency and innovation, it also arms cybercriminals with sophisticated tools, making threats faster and harder to detect. These emerging AI-driven threats include shadow AI, model manipulation, deepfakes, and advanced ransomware, highlighting the urgent need for businesses to evolve their cyber readiness strategies. ...

Why Automotive Executives Are Pivoting to Humanoid Robotics A significant trend is emerging as top executives from the automotive industry transition into the field of embodied intelligence and humanoid robotics. This migration of talent brings invaluable experience in mass production, system integration, and resource mobilization to the burgeoning robotics sector. Startups led by former auto executives are attracting major investment. For instance, AI² Robotics, founded by a former XPENG chief scientist, has achieved unicorn status with a valuation exceeding $1 billion. Similarly, Zhijian Power, founded by former Li Auto executives, secured $50 million in an angel funding round. This convergence is fueled by the technological overlap between smart cars—often called “wheeled robots”—and humanoid robots. Major automakers are also investing heavily, with Tesla targeting mass production of its Optimus robot by late 2026 and XPENG planning to volume-produce its IRON robot in the same year. ...

Global AI Spending to Reach $2.5 Trillion in 2026, Gartner Predicts According to a new forecast from Gartner, Inc., worldwide spending on artificial intelligence is projected to hit $2.52 trillion in 2026, a significant 44% increase from the previous year. The report identifies the build-out of AI foundations as a primary driver for this growth, with AI-optimized servers accounting for 17% of the total and AI infrastructure expected to contribute an additional $401 billion. ...

Google’s Gemini Outpaces ChatGPT in Desktop User Growth Venture capital firm Andreessen Horowitz partners predict a highly competitive AI landscape for 2026, noting that Google’s Gemini is experiencing faster growth in desktop users compared to OpenAI’s ChatGPT. While ChatGPT still maintains a dominant position with a larger user base, Gemini has reportedly reached 35% of ChatGPT’s web scale and 40% on mobile devices. The deep integration with Google’s extensive ecosystem and its advanced video and image capabilities are considered key potential advantages for Gemini in the coming year. ...