October 14, 2025

analysis  
investor and Geoffrey Hinton on AI Funding and US Lead

Artificial intelligence continues to reshape various sectors, from healthcare to finance and agriculture. In medicine, AI is enhancing diabetes care through smarter monitoring and diagnostic tools, and transforming heart disease treatment by improving echocardiography analysis for earlier detection. ASUS is introducing an AI assistant to help doctors by summarizing patient records and offering recommendations, aiming to reduce administrative burdens. Meanwhile, the tech industry is seeing advancements in AI infrastructure, with Wiwynn showcasing new AI servers and cooling systems designed for large language models, and Flex launching an AI platform to accelerate data center construction by up to 30%. In finance, London's job market is experiencing growth, with fintech and AI roles seeing a 9% increase in the third quarter, though hiring for new graduates is slower due to automation. Michael Benezra, an investor and CEO of Signal87 AI, is driving strategic investments in AI startups across fintech, medtech, and proptech. Beyond these applications, AI simulation training is boosting dental skills by providing risk-free practice environments. The broader AI race is also a topic of discussion, with AI pioneer Geoffrey Hinton warning that the US could lose its lead to China if university research funding is cut, emphasizing the importance of sustained basic research. An alternative approach to AI development, focusing on teaching AI the meaning of concepts rather than just scaling models, is also being explored. Globally, India is emerging as a hub for AI operations, with companies training AI models in rural areas to serve international clients, creating jobs and leveraging a large graduate pool. John Deere is also integrating AI into farming with its See & Spray technology, which uses computer vision to reduce herbicide use, and autonomous tractors to address labor shortages.

Key Takeaways

  • AI is significantly improving healthcare by enhancing diagnostics and patient management in areas like diabetes and heart disease.
  • ASUS is developing AI software to assist doctors with tasks like summarizing patient records and providing recommendations.
  • Wiwynn and Flex are introducing new AI hardware and infrastructure platforms to support the growing demand for AI computing power and data centers.
  • London's financial sector is seeing job growth, particularly in fintech and AI, despite increased automation affecting new graduate hiring.
  • Michael Benezra is actively investing in AI startups through Erez Capital and leading AI development at Signal87 AI.
  • AI-based simulation training is being used to enhance practical skills in professions like dentistry.
  • AI pioneer Geoffrey Hinton cautions that reduced US funding for university research could cede AI leadership to China.
  • An alternative AI development strategy focuses on teaching AI the meaning of concepts, distinct from the current trend of scaling models.
  • India is becoming a global center for AI model training, with operations expanding into rural areas.
  • John Deere is employing AI for smarter farming, reducing chemical use with technologies like See & Spray and addressing labor shortages with autonomous tractors.

AI improves diabetes care with smart tools

Artificial intelligence is making diabetes care better by helping doctors diagnose issues and giving patients new tools to manage the disease daily. Systems like hybrid closed-loop and continuous glucose monitors are becoming smarter, aiming to automate insulin dosing. AI is also used for screening, predicting risks, and optimizing devices, with some AI systems already cleared by the FDA for tasks like retinal assessments. Experts believe AI will continue to advance, offering more personalized support and insights for patients.

AI transforms heart care with advanced echocardiography

Artificial intelligence is revolutionizing heart disease care by improving echocardiography, the process of examining the heart with sound waves. AI can automate measurements, identify subtle disease signs faster than humans, and even discover new disease subtypes. This leads to earlier diagnosis and more personalized treatments. While challenges like ensuring AI reliability and addressing ethical concerns remain, AI is already being used in hospitals to help doctors make better decisions and improve patient outcomes.

ASUS launches AI assistant to help doctors

ASUS is introducing new AI software solutions to help healthcare professionals. The ASUS Clinical AI Assistant can summarize patient records quickly, generate personalized notes, detect potential patient health issues early, and offer evidence-based recommendations. It also helps prepare for patient consultations by gathering information beforehand. These tools aim to reduce administrative work, allowing doctors to focus more on patient care and improve overall healthcare quality.

Wiwynn shows new AI servers and cooling at OCP Summit

Wiwynn is presenting its latest AI servers and cooling systems at the OCP Global Summit 2025. Their new EP100 G4 server is designed for large language models and generative AI, supporting multiple GPUs and advanced cooling. Wiwynn is also showcasing direct liquid cooling solutions like cold plates and rack-level systems. These technologies aim to manage the heat from high-density AI servers, improve energy efficiency, and lower costs for data centers.

Flex launches AI platform to speed up data center builds

Flex has introduced a new AI infrastructure platform designed for large data centers. This integrated platform combines power, cooling, and compute capabilities into modular designs. It allows operators to build data centers up to 30% faster, reducing risks and helping meet the growing demand for AI. The platform offers benefits like quicker deployment, unified system breakthroughs, and adaptability for different hardware choices, along with built-in monitoring and analytics.

London finance jobs grow with fintech and AI

Job openings in London's financial sector increased by 9% in the third quarter, driven by growth in financial technology (fintech) and artificial intelligence (AI) roles. While more jobs are being automated, leading to slower hiring for new graduates, overall vacancies rebounded from earlier dips. Fintech roles have already surpassed last year's total, showing a strong race to develop AI platforms. London continues to attract senior positions in technology and AI strategy.

Michael Benezra connects AI, investment, and global strategy

Michael Benezra is an entrepreneur and investor who combines public diplomacy, financial expertise, and technology vision. As a Partner at Crewstone International, he drives strategic investments, and as CEO of Signal87 AI, he leads AI development. Benezra also founded Erez Capital, which invests in AI startups in fintech, medtech, and proptech. Previously, he served as an Economic Foreign Officer for Israel, shaping international trade and policy. His work emphasizes using AI for responsible growth and global collaboration.

AI simulation training boosts dental skills

AI-based simulation training is helping to address a skills gap in dentistry. Traditional dental education often leaves graduates with limited practical experience and confidence. Simulation training allows dentists to repeatedly practice procedures in a safe, risk-free environment, providing instant feedback and building muscle memory. This approach helps dentists gain confidence and proficiency in complex procedures, improving patient care and practice profitability. Experts believe this technology can significantly advance dental education.

AI race: Bigger models or understanding meaning?

The current race for AI supremacy focuses on making models larger and training them with more data. However, an alternative approach, the 'curated knowledge hypothesis,' suggests focusing on teaching AI the meaning of concepts, similar to how humans learn. This involves encoding knowledge from educational systems into AI programs. Researchers are exploring this by curating concepts, developing tests, and demonstrating practical applications. This method may offer a different path to achieving artificial general intelligence (AGI) alongside the scaling approach.

AI pioneer warns US funding cuts risk losing AI race to China

AI pioneer Geoffrey Hinton warns that the US could lose its lead in artificial intelligence to China if funding for university research is cut. Hinton believes the US is not as far ahead as it thinks and that weakening support for basic science is a critical mistake. He points to the deep learning revolution, which resulted from years of sustained basic research funding. Hinton suggests that Europe and China might lead in safe AI development if the US continues to reduce its investment in fundamental research.

Rural India trains AI models for global clients

Artificial intelligence models are being trained in rural towns in India, a trend known as cloud farming. Companies like Desicrew and NextWealth are moving AI work from big cities to smaller areas where costs are lower. Workers like Mohan Kumar label data and train AI models, working with clients in the US and Europe. This approach creates jobs in rural areas, particularly for women, and leverages a large pool of graduates. While challenges like internet reliability exist, India's scale and early start position it as a major hub for AI operations.

John Deere uses AI for smarter farming

John Deere is using artificial intelligence to improve farming efficiency and sustainability. Their See & Spray technology uses computer vision and machine learning to identify weeds and apply herbicides only where needed, significantly reducing chemical use and costs. This AI system, developed through the acquisition of Blue River Technology, analyzes images in real-time to make spraying decisions. John Deere also uses AI to enable autonomous tractors, addressing labor shortages and increasing efficiency in field operations.

Sources

Artificial Intelligence Healthcare AI Diabetes Care Heart Care Echocardiography Medical Devices FDA Clearance ASUS Clinical AI Assistant Healthcare Technology Wiwynn AI Servers Cooling Systems Data Centers Generative AI Large Language Models Flex AI Infrastructure Fintech London Finance AI Jobs Michael Benezra Investment Signal87 AI Erez Capital Dental Training Simulation Training AI Education AI Models Artificial General Intelligence (AGI) AI Research AI Funding Geoffrey Hinton China AI Cloud Farming India AI John Deere Smart Farming Computer Vision Machine Learning Autonomous Tractors