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Six checks expose weak claims behind traditional medicine AI

The World Health Organization and the International Telecommunication Union mapped the use of AI in traditional medicine in a 2025 technical brief. Their findings, combined with international medical-software standards, show why a product demonstration cannot establish clinical credibility.

APPI News Editorial 4 min

US, Taiwan and EU take different paths on AI medical devices

US regulators updated two software policies in January 2026, clarifying when low-risk wellness products and some clinical decision-support functions fall outside full device oversight. Taiwan requires qualifying AI medical software to enter its device-registration system, while the European Union layers high-risk AI obligations onto existing product rules.

APPI News Editorial 5 min

GPT-5 Pro turns T-cell data into testable research hypotheses

GPT-5 Pro generated a mechanism for unexplained T-cell data and predicted the direction of an unpublished CAR-T experiment, according to a November 2025 case study. The result shows how a model can help experts form testable hypotheses, but it does not establish autonomous discovery or prove the proposed mechanism.

APPI News Editorial 4 min

Automated lab tests 10,080 reactions to improve Chan-Lam coupling

OpenAI and Molecule.one reported on June 17 that a GPT-5.4 workflow helped identify conditions that improved a difficult Chan-Lam coupling across 10,080 microscale reactions. An automated laboratory supplied the testing capacity, while chemists selected proposals, corrected plans and repeated key experiments by hand.

APPI News Editorial 4 min

OpenAI's LifeSciBench exposes limits in scientific AI testing

OpenAI reported in June 2026 that GPT-Rosalind passed 36.1 percent of the 750 tasks in its new LifeSciBench evaluation. Performance fell on tasks involving figures, files or web sources, while the benchmark's design and publication by OpenAI complicate interpretation of its model rankings.

APPI News Editorial 5 min

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