The model of physician-produced, peer-to-peer continuing medical education has long been established. Institutionally, the American Society for Colposcopy and Cervical Pathology (ASCCP) is accredited by the ACCME to provide continuing medical education, with its Home Study Course offering 1 hour category 1 credit [4]. On methodology, the four-armed randomized JIGSAW-Rx Trial in India enrolled 92 first-year medical students, showing that peer-assisted jigsaw teaching significantly improved motivation (p=0.009) and confidence (p=0.013) over conventional didactic teaching, with theory scores rising further in the J.Rx group using ScholarRx resources (p=0.004) [3]. On the platform side, a three-year analysis of #AIinHealthcare on X from 1 November 2022 to 1 November 2025 covered 57,880 tweets by 17,991 users across 141 countries with 39.2 million impressions, indicating that physician social media discourse has reached global scale, yet remains 96.9% English and geographically concentrated — the United States 40.7%, Canada 21.0% and India 13.4%, together 75.1% [2].
Turning to #ESMO26, what the live posts disclosed was not a trial readout but two communication-side items that must be kept distinct. The main thread: @nataliagandur announced that the @OncoAlert PULSE Faculty, an international team, will be on the ground in Madrid to translate an overwhelming amount of congress data into what colleagues actually need — the trials that may change practice, the biology that changes how we think, the clinical questions behind the headlines, and expert perspective across tumor types — under the slogans "Less noise. More context. More useful science" and "By colleagues, for colleagues." The secondary thread: Medscape announced its attendance at the European Society for Medical Oncology (ESMO) congress, October 23–27 in Madrid, Spain, at booth #8072. Which specific trials and data will be presented remains undisclosed and to be confirmed.
Relative to prior understanding, the step forward here lies in organizational form rather than data: previous work covered organically grown single-hashtag discussions [2] or single-course, single-society teaching activities [3][4], whereas the PULSE Faculty is a cross-tumor-type international team doing systematic real-time interpretation on site at a single congress, bringing the peer-assisted model supported by randomized evidence [3] onto the congress floor. That said, the live post is an announcement and contains no efficacy or safety numbers; its "may change practice" language is a statement of aim, not a data conclusion.
The limitations are equally clear. First, no specific trial results, numbers or conclusions have been disclosed; the formal congress presentations will be the reference. Second, as the #AIinHealthcare study itself cautioned, hashtag-based social media data carry selection bias and linguistic limitations (96.9% English, high geographic concentration) [2], and the coverage and representativeness of social media congress interpretation are subject to the same constraints.
