[1]https://time.com/7292452/jetzero-low-carbon-air-travel/

Here is another similar case of a non-medical person violating HIPAA.

https://www.justice.gov/usao-wdtn/pr/memphis-man-sentenced-c...

Take the L :-)

"COUNT 2 (Conspiracy to Wrongfully Obtain and Disclose Individually Identifiable Health Information) 19. Paragraphs 1-3 and 5-18 of Count 1 of this Superseding Information are hereby realleged and incorporated as though set forth in full herein. 20. At all times relevant to this Superseding Information: a. The Health Insurance Portability and Accountability Act of 1996 (“HIPAA”) protects individually identifiable health information from wrongful disclosure or obtainment and seeks to set national standards to maintain patient confidentiality. b. In connection with HIPAA, the United States Department of Health and Human Services enacted regulations to safeguard the privacy of patients’ medical records and limit circumstances in which individually identifiable health information or protected health information can be used or disclosed. The HIPAA law and privacy regulations apply to, among others, health care providers, such as medical doctors, who transmit health information in connection with a transaction covered by the law and privacy regulations. c. Frank Alario, who is listed as a co-conspirator with respect to Count 2 of this Superseding Information but not as a defendant herein, was a health care provider and a covered entity under the HIPAA law and privacy regulations.

21. From in or about August 2014 through in or about February 2016, in the District of New Jersey, and elsewhere, defendant KEITH RITSON did knowingly and intentionally conspire and agree with Frank Alario and others to commit offenses against the United States, that is, to knowingly and without authorization obtain individually identifiable health information and protected health information to another person, and to knowingly and without authorization disclose individually identifiable health information and protected health information maintained by a covered entity relating to individuals, contrary to Title 42, United States Code, Section 1320d-6."

https://codereview.withmartian.com/

That's NAC (N-acetylcysteine, C5H9NO3S), mentioned in the article many times.

In the future, they plan hybrid implementations, to be able to serve large models better, e.g.

"AWS. We signed a binding term sheet with Amazon Web Services for AWS to become the first hyperscaler to deploy Cerebras systems in its data centers. Deployment in AWS data centers will require us to meet strict standards for performance, scale, and reliability.Pursuant to the term sheet, we will create a co-designed, disaggregated inference-serving solution that will integrate AWS Trainium3 chips with Cerebras CS-3 systems, connected via high-bandwidth networking, to partition inference workloads across Trainium3 and CS-3. Each system will perform the type of computation at which it most excels. The approach is expected to deliver 5 times more token throughput in the same hardware footprint, at up to 15 times faster speeds compared to leading GPU-based solutions as benchmarked on leading open-source models."