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Submission + - Mistral CEO Says US AI Safety Debate Masks Competitors' 'Negligence' (cnbc.com)

An anonymous reader writes: Mistral Chief Executive Arthur Mensch has accused leading global artificial intelligence companies of using the debate over the safety of the technology as a cover-up for their “negligence." “The debate that we’ve seen in the U.S. has been a cover for the negligence of some of our competitors,” Mensch told CNBC’s Annette Weisbach, adding that it was necessary to make systems that can contain the AI agents. [...] “When you give them a lot of tools, those systems [AI agents] are very dynamic, so they can go and do things that you do not expect,” Mensch told CNBC. “You need to have the right monitoring in place, and the enterprises we work with, we give them those kind of monitoring systems,” he said.

Mistral also develops AI models but takes a different approach to OpenAI and Anthropic by working with individual companies to create custom AI tools to suit their needs and integrate them with their businesses. But unlike its competitors, Mistral has no plans to slow down development of advanced models. The lead that U.S. labs have is “not extremely large,” Mensch said, adding that his company was confident that its next-generation model will close the gap “very significantly.”

“We have been raising the capital needed to scale the compute that we need to train bigger and more powerful models, in order for us to own our own destiny,” he said. Earlier this month, Mistral raised 3 billion euros ($3.5 billion) in fresh funding led by memory chip giant Samsung, as it looks to position itself as a European alternative to rivals like OpenAI and Anthropic.

Submission + - Yet Another AI Security OSS Externality (holdenkarau.com)

An anonymous reader writes: With all the news of the AI models hacking different companies, the flood of "helpful" AI security reports is another tax that the frontier labs are placing on OSS. Holden writes about her experience dealing with a frontier AI lab's security reports during the Apache Spark 3.5.9/4.0.4/and 4.1.3 releases and how the inflexibility of the labs almost caused them to have to ship with known security issues (while the OSS accounts from one lab kept triggering safe guards during the release process).

Submission + - AI vs Denial Bots: Fight Health Insurance & Counterforce Health Take On Insu (pbs.org)

An anonymous reader writes: Health insurers have spent years using AI, opaque algorithms, and “batch denial” systems to reject claims at scale, but a new PBS NewsHour piece shows patients starting to fight back with AI of their own. The segment highlights Fight Health Insurance, a free and OSS AI tool to help patients draft prior auth requests and appeal letters, and Counterforce Health, (non-OSS alternative). PBS’s story, “How patients are using AI to fight denied insurance claims,” frames this as an “AI vs AI” turning point in U.S. healthcare bureaucracy: if denials can be automated, what happens when appeals are, too.
All hail our new robot overloards, may they win against the other robot overloards.

Submission + - AI Arms Race Emerging Between Patients and Health Insurers

An anonymous reader writes: PBS NewsHour has a segment on the escalating AI battle in health insurance claims. A 2025 survey found 71% of health insurers admit to using AI for utilization management—the process that approves or denies claims. Of the 73 million Americans on ACA plans who had in-network claims denied, and less than 1% appealed. Now patients are fighting back with AI of their own. Free, open-source tools like Fight Health Insurance and the free Counterforce Health let patients upload denial letters and generate customized appeals citing relevant regulations and medical necessity arguments. Indiana University law professor Jennifer Oliva warns this is becoming an arms race: "As consumers become more empowered by these tools to fight back, the insurers will just up the ante." She also raises a darker concern—insurers may be using AI to identify patients unlikely to appeal or who "will not live through an appeal based on the time that the appeals take." Current regulation is nearly nonexistent.

Submission + - OSS AI Tool for Fighting Back Against Health Insurance Denials (sfstandard.com)

mirro_dude writes: The SF standard has an article about a new AI tool for fighting back against health insurance denials.

She began helping friends file appeals, too, then asked herself a question that’s typical for engineers: Could she figure out a way to automate the process? After a year of tinkering, she just launched her answer: Fight Health Insurance, an open-source platform that takes advantage of large language models to help users generate health insurance appeals with AI.


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