#Drug development

6 articles

AI-designed drugs advance in trials with no US drug approval

AI-designed drug candidates have moved into mid- and late-stage trials, but APPI News found no publicly identified US approval for a novel drug originating from an AI-led discovery program as of August 4, 2026. Early data point to faster candidate selection and stronger Phase 1 results, while later trials still impose the usual tests of safety and efficacy.

APPI News Editorial 5 min

Explainable medical AI can raise or lower clinician trust

A 2024 systematic review found that explainable AI increased clinicians' trust in five of 10 empirical studies, while two reported mixed effects. A COVID-19 drug-repurposing project shows how an inspectable workflow can support expert review, but explanations do not establish clinical validity.

APPI News Editorial 4 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GPT-5 Pro generated a mechanism for unexplained T-cell data and predicted the direction of an unpublished CAR-T experiment, according to a November 2025 case study.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