Samsung is enhancing its Bespoke AI Refrigerator Family Hub models with a major software update starting May 11, 2026. This upgrade introduces improved AI Vision capable of recognizing over 2,000 food items, a significant jump from the previous limit of 100. The update also integrates Google Gemini to boost the utility of the fridge's AI features, combining on-device recognition with cloud-based models for better performance.
Beyond food recognition, the new system refines the Bixby voice assistant to handle natural commands, such as requesting round ice or adjusting cooling based on outside temperatures. Samsung has also added a Reliability AI feature that enables repair agents to troubleshoot issues remotely without visiting the home. The company plans to roll these enhancements to other models and global markets throughout 2026.
In the automotive sector, General Motors is leveraging artificial intelligence to drastically accelerate vehicle design and testing. AI tools now convert hand-drawn sketches into realistic 3D animations in less than a day, a process that previously took months. GM is also utilizing virtual wind tunnels to test aerodynamics instantly, eliminating the need for physical clay models and allowing engineers to explore more design ideas safely and efficiently.
Simultaneously, the Department of Energy has launched AIWorks, an AI platform designed to speed up automotive product development. Running on top of their MeshWorks platform, this technology creates predictive models and recommends new design concepts. DEP has already deployed this solution with major Indian car manufacturers like Mahindra and Maruti Suzuki, expecting strong growth in the Indian market.
Despite these advancements, the rise of AI presents significant security challenges. The International Monetary Fund warns that AI could be used to attack global financial systems, potentially disrupting payment networks and reducing market confidence. Scammers are also exploiting AI to make fraud more convincing and efficient, with reports indicating that over half of victims lost money in 2026, double the rate from the previous year.
Regulatory responses are evolving to address these risks. The U.S. Food and Drug Administration has issued a Request for Information regarding AI use in early-phase clinical trials, seeking input on rules for safety and accountability by May 29, 2026. Meanwhile, the Trump administration has stated it does not plan to create a new bureaucracy to oversee AI products, preferring to work through existing regulatory frameworks while finalizing its oversight plans.
Key Takeaways
['Samsung releases a major software update for Bespoke AI Refrigerator Family Hub models starting May 11, 2026.', 'The new fridge AI Vision recognizes over 2,000 food items, up from a previous limit of 100.', 'Samsung partners with Google to integrate Google Gemini into its refrigerator AI features.', 'The updated Bixby voice assistant supports natural commands like requesting round ice or cooling the fridge.', 'Samsung introduces a Reliability AI feature allowing remote troubleshooting by repair agents.', 'General Motors uses AI to turn hand-drawn sketches into 3D animations in less than a day.', 'GM employs virtual wind tunnels to test aerodynamics instantly without physical clay models.', 'The Department of Energy launches AIWorks to accelerate automotive simulation for Indian car makers.', 'The IMF warns that AI vulnerabilities could disrupt global financial payment networks.', "Over half of fraud victims lost money in 2026 due to AI-driven scams, double the previous year's rate."]Samsung updates fridge AI with better food recognition
Samsung released a major software update for its Bespoke AI Refrigerator Family Hub models in the United States. Starting May 11, 2026, these fridges will use improved AI Vision to recognize over 2,000 food items instead of just 100. The update also makes the Bixby voice assistant smarter so users can give natural commands like asking for round ice or cooling the fridge when it is hot outside. Samsung plans to roll out this update to other models and global markets throughout 2026.
Samsung fridge update adds Google Gemini for better AI
Samsung is adding Google Gemini to its Bespoke refrigerators to make the AI features much more useful. This partnership allows the fridge to identify more than 2,000 different food items by combining on-device recognition with cloud-based models. The new system also improves voice controls, letting users ask the fridge to check water filter dates or troubleshoot issues. Samsung introduced a new Reliability AI feature that can help repair agents fix problems remotely without visiting the home.
GM uses AI to speed up car design and testing
General Motors is using artificial intelligence to make vehicle design and engineering much faster. AI tools can turn hand-drawn sketches into realistic 3D animations in less than a day, a task that used to take months. The company is also using virtual wind tunnels to test aerodynamics instantly instead of building physical clay models. GM leaders say this technology helps them explore more ideas and create better designs while keeping their workers safe and productive.
GM uses AI to speed up vehicle design process
General Motors is using artificial intelligence to supercharge its vehicle development process. AI tools now help designers turn sketches into photorealistic 3D animations in less than a day. The company is also using virtual engineering tools to test aerodynamics instantly without building physical clay models. GM leaders say this shift allows them to explore more ideas and create better designs faster than before.
AI makes robocalls more dangerous and harder to stop
Artificial intelligence is making robocalls more dangerous and difficult for regulators to control. While the Federal Communications Commission tries to fix customer service issues by bringing call centers back to the U.S., AI-driven scams pose a new threat. These scams use AI to lower the cost of deception while increasing its precision, making it harder for people to resolve billing errors or cancel services. The technology allows scammers to target consumers more effectively than ever before.
FDA seeks input on rules for AI in clinical trials
The U.S. Food and Drug Administration has issued a Request for Information about using AI in early-phase clinical trials. The agency wants to establish rules for trustworthy AI that focuses on safety, validity, and accountability. Companies are encouraged to submit comments by May 29, 2026, to help shape these new standards. The FDA aims to create a pilot program where developers and regulators can test AI tools for patient recruitment and safety monitoring together.
Endava uses Codex AI as a general desktop agent
Endava is using Codex, an AI tool, as a general desktop agent for its software development teams. This tool goes beyond simple coding assistance to help with design, planning, and maintenance throughout the entire product lifecycle. The AI helps smaller teams deliver more value by making complex technical information easier to understand for clients. Developers now oversee the work produced by Codex rather than writing all the code themselves.
White House plans no new agency to police AI products
The Trump administration does not plan to create a new bureaucracy to oversee artificial intelligence products. Kevin Hassett, a director at the White House National Economic Council, stated that there is no idea to bring in a giant new agency to approve AIs. The administration is still working through its plans for oversight of cutting-edge AI models. This approach avoids adding a large new layer of government bureaucracy to the existing regulatory framework.
AI industry shifts from gold rush to practical utility
The artificial intelligence industry is moving from a gold rush phase to a focus on practical utility. Companies are shifting their attention from building bigger models to managing access and billing for them. The next major battleground is inference, which involves running trained models for real users in products. Experts predict that inference will become the dominant workload in data centers by 2030, changing how companies compete on cost and efficiency.
IMF warns of AI attacks on global financial systems
The International Monetary Fund warns that AI could be used to attack global financial systems. The agency points to rapid advances in AI technology as a growing risk to shared digital infrastructure. A single vulnerability in these systems could cause disruptions in payment networks and reduce confidence in financial markets. The IMF suggests that banks and tech companies must strengthen their collaboration on cybersecurity to mitigate these risks.
AI tools create new opportunities for online scams
Scammers are using artificial intelligence to make their fraud attempts more efficient and convincing. A recent report shows that more than half of victims lost money in 2026, which is double the rate from the previous year. Fraudsters are now poisoning AI data and using large language models to generate deceptive content that tricks users. Younger consumers reported higher scam activity, but older victims aged 65 to 74 lost the most money.
DEP launches AI platform for faster automotive simulation
DEP has launched a new AI platform called AIWorks to help automotive companies speed up product development. This technology runs on top of their MeshWorks platform to create predictive models and recommend new design concepts. The company has already deployed this solution with major Indian car makers like Mahindra and Maruti Suzuki. DEP expects strong growth for this AI-assisted simulation technology, especially in the Indian market.
Sources
- Samsung Expands AI Capabilities of Bespoke AI Refrigerator Family Hub With Major Updates
- Samsung's Bespoke Update Is Big Step Towards A Useful AI For Your Fridge
- How AI is changing GM design, engineering
- GM is using AI to design vehicles. Here's what that means
- Think robocalls are annoying? AI is making them dangerous.
- FDA’s AI in Early Phase Clinical Trials RFI: An Opportunity to Help Set the Rules of the Road
- Endava CTO on Codex: AI as a General Desktop Agent
- No New Bureaucracy to Police AI Products, Hassett Says
- AI Is Moving From Gold Rush To Utility
- IMF warns of the potential for AI attacks on global financial systems
- The scam economy has found its AI upgrade
- National Technology Day Special: DEP bets big on AI-driven simulation
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