expert systems

Experts say a plan backed by Donald Trump to license Patriot missile production for Ukraine, rather than supply the systems directly, could take years to implement. Setting up licensed manufacturing would require technology transfers, industrial agreements and training, raising questions about whether such an arrangement could help Ukraine's air defenses in the near term.

Analysts warn that the spread of artificial intelligence across global supply chains is increasing the risk of systemic contagion. As production networks become more interconnected and dependent on automated systems, a disruption in one node could rapidly propagate through entire sectors. The debate is drawing attention in Italy, where experts are weighing how firms can manage the growing interdependence of AI-driven supply chains.

The European Central Bank is holding the ninth edition of its Macroprudential Policy Group Workshop, a regular forum where central bankers and financial stability experts discuss tools for preventing systemic risk in the banking system. The event brings policymakers together to review macroprudential measures such as capital buffers and lending rules at a time of heightened scrutiny of banking sector resilience.

Motorists are asking whether an electric car left at airport parking for a week or two will lose meaningful charge. Experts note that modern EVs lose only a small amount of charge while parked, typically a few percent, though factors like cold weather, battery age and active features such as security systems or sentry mode can increase drain. Advice includes charging to around 70-80% before leaving and avoiding leaving the car plugged into accessories. The topic has been picked up widely by consumer and motoring outlets.

An essay in The Conversation revisits the 1983 film 'WarGames' to explain a long-standing lesson of computer science: keeping AI under control is a well-studied problem, not an unsolvable mystery. It argues researchers have long understood what is needed to keep automated systems from acting unpredictably, and the piece is being shared in cybersecurity circles amid ongoing debate over AI safety.

Microsoft Research has introduced Quine, a multimodal world model of biology. According to a report by Unite.AI, the system is designed to integrate different types of biological data into a unified model. Details about its capabilities, benchmarks and intended applications remain limited in the initial coverage, and independent expert reaction has not yet been reported.

Alan Renwick of University College London has set conditions for Andy Burnham's electoral reform plans to secure political legitimacy. Renwick argues the process must involve public deliberation, remain open-minded about which voting system consultation reveals as the preferred option, and listen to experts. His comments add expert scrutiny to reform proposals championed by the Greater Manchester mayor.

Policy debate is turning to how the health sector should manage artificial intelligence tools that are being adopted faster than safety rules are being written. The core concern is that AI systems used in diagnosis, administration and patient care lack clear regulatory guardrails, leaving providers, developers and regulators to weigh innovation against patient safety without an established framework.

AI startup IQuest Research has released IQuest-Q1, an open-source mixture-of-experts model with 320 billion total parameters but only 15 billion active per query, aimed at agentic coding tasks. The sparse architecture promises large-model capability with much lower inference costs. It arrives as competition intensifies among open-weight coding models, and developers are weighing its benchmarks and licensing against rivals like DeepSeek and Qwen.