

George
1.4K posts

@apifromwithin
former platform integrations lead. measuring startup pricing against raw API reality.






New paper by @BKennedy_aging finds that supplement users have a significantly younger Age Delta, which is not the case for medication users What were the supplements? 1. Alpha-ketoglutarate (AKG), carotenoids, calcium, CoQ10, curcumin, D3, and NAD+ boosters were associated with lower Age Delta 2. The paper "shows for the first time that an inexpensive, non-invasive, saliva-based biological age test can be a powerful tool to conduct population research and uncover relationships between lifestyle, medications, and supplement use" 3. Heavy supplement use was neither beneficial nor harmful 4. However, older men appeared to respond better to AKG than older women 5. AKG was associated with lower Age Residual regardless of weight, weekly exercise, or alcohol intake, with slightly larger benefits seen in those who exercise more often 6. Traditionally, doctors view polypharmacy (more than one treatment) as a liability to be avoided. However, "it is more likely that polypharmacy is a consequence and not a cause of age-related morbidity." 7. Several observational studies find combining two drugs reduces all-cause mortality. The potential risks and harms of supplement polypharmacy are less understood. 8. In this cohort almost 11% of the participants were taking more than 5 supplements, yet their health condition was excellent and higher supplement use was not associated with older biological age, suggesting that supplement combinations are well tolerated Useful study. Well done @BKennedy_aging and team. Food for thought 🤔




Introducing the Claude Marketplace, a way for enterprises to simplify their procurement of AI tools. Now in limited preview.
















Now in its 29th year, the Fortune Most Powerful Women list highlights the leaders commanding boardrooms, markets, and industries. The top 5 women on this year’s #FortuneMPW list include: ➡️ @Citi CEO Jane Fraser ➡️ @GM CEO @mtbarra ➡️ @AMD CEO @LisaSu ➡️ @Accenture CEO Julie Sweet ➡️ @bancosantander Executive Chair Ana Botín 🔗 See the full list here: bit.ly/4tU62D9

Two months ago we applied METR's time-horizon methodology to offensive cybersecurity, across 7 benchmarks with professional human baselines. Opus 4.6 at a 2M token budget achieved a 50%-time horizon of ~3h. We identified a trend doubling every 6 months since 2024. GPT-5.5 now saturates our dataset. At our 2M-token budget it reaches a time horizon of 5.1h. Pushed to 50M tokens it solves 92.4% of tasks and pushes off-scale past 12h.









apparently not everyone is aware of this, so sharing it here since jan 2026, GPU rental prices are up 2x+ we are living through the covid of compute, and all the toilet paper is gone stay safe out there researchers