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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 + - FBI's Jeffrey Epstein Prison Video Had Nearly 3 Minutes Cut Out (wired.com)

fjo3 writes: Newly uncovered metadata reveals that nearly three minutes of footage were cut from what the US Department of Justice and Federal Bureau of Investigation described as “full raw” surveillance video from the only functioning camera near Jeffrey Epstein’s prison cell the night before he was found dead. The video was released last week as part of the Trump administration’s commitment to fully investigate Epstein’s 2019 death but instead has raised new questions about how the footage was edited and assembled.

Submission + - Unpaid Volunteers at CyanogenMod Successor LineageOS Maintain Builds for Old And (linux-magazine.com)

DevNull127 writes: Every mobile device needs its own Android build because of numerous drivers that are not available in the source code. The need to maintain every version of Android for every mobile device means that many manufacturers eventually stop supporting updates. Often, smartphones or tablets that still work perfectly can no longer be used without worry because the manufacturer has simply ceased to offer bug fixes and security updates....

The LineageOS project, the successor to the CyanogenMod project, which was discontinued in 2016, proves that it is not impossible to keep these devices up-to-date. Unpaid volunteers at LineageOS do the work that many manufacturers do not want to do: They combine current Android releases with the required device-specific drivers.

The LineageOS project (Figure 1) provides Android systems with a fresh patch status every month for around 300 devices. The builds are released weekly, unless there is a problem during the build. The Devices page on the LineageOS Wiki provides the details of whether a LineageOS build is available for your smartphone or tablet....

I recommend the LineageOS project as the first port of call for anyone who wants to protect an older smartphone or tablet that is no longer maintained and doesn't receive Google security patches. The LineageOS derivatives LineageOS for MicroG and /e/OS make it even easier to enjoy a Google-free smartphone without too many restrictions.

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