supplement scam + exploratory sheet

🏃🏻‍♂️ connect fx/dexa w/ episodes from peter attia.

🏃🏻‍♂️ no, 10/10 conviction on byoD (data). "PERSONALIZED_HEALTH_INSIGHTS" is already connected on my prototype.
🏃🏻‍♂️ truish.

🏃🏻‍♂️ de-re/compose daily supplements → whole foods.

🏃🏻‍♂️ science is settled, foolish thesis; d3+k2, creatine, coffee, omega-3 (low risk, high reward, decades of RCT data)... no need to proof circle is round. Plus, all elite & professional runners (especially in Europe are taking d + fish oil).
🏃🏻‍♂️ maintain large-scale, programmatic, unsupervised extraction of ai sheet is the obvious & immediate use case. Mass consumer use cases near zero, ai sheet is a power-user/b2b. Facts: 2.5 billion chatgpt messages/day, less than 10% send more >1 message per week.
🏃🏻‍♂️ YES! Get the data, turn cacophony (shilling fads) into euphony (evidence-based guide). Best way to dispel lies is maximum truth seeking (elon).
🏃🏻‍♂️ agree, open/explore/play, but i need all the data from consumerlab…
🏃🏻‍♂️ turn the ai agent towards government procurement (currently a black box). sam.gov is canonical source for $700b annual flows (range $10k - $10b dod)... has api. grant.gov (nsf, nih) has $300b in grants, xml+api. usaspending.gov (shows past winners, recurring vendors, patterns). If elon, palmer… are "griffting" on spend, assume there are spend that can be captured in the wellness space for generating 10x revenue.

🏀 ok / ready to share your fx login now to test?
🏀 ha, your pdf is scrambled and your manus scrap got many numbers wrong.
🏀 PERSONALIZED_HEALTH_INSIGHTS is a markdown folder?
🏀 definitely useful, but show me your n=1 control trials that supplements have >1% on fitness. not just boosting vitamin d in blood test by taking it. your body or your sports may not need as much vitamin d – or have homeostasis mechanisms to push and maintain vitamin d at a lower level?
🏀 yes, proven on fish oil but not fish oil supplement. show me the study otherwise? "settled" but what's effect size on the highest-level impact metric (fitness)?
🏀 also, low use of ai (sheet or other tools) since N=1 – capital N for the numbers of (daily) uses. likely N<1 for life.
🏀 yes, on parallelizing and extraction – but that's just good system scaling, not intelligence the best model can offer: multimodal, sentiment, reasoning..
🏀 or, go to other extreme: systemically expose (destroy!) the whole supplement scams. ai sheet of 100k opposing debates on each supplement: researchers, experiments, contradictions.
🏀 yes, but do it on the most valuable and impactful contradiction first; as you said, low risk + (placebo) high reward on supplements – so most people don't care.

🏀 which 3 more features to add – so #ai-sheet is useful for _ every day?

for now, i want active, interactive, exploratory use cases – not just passively monitoring biometrics or representing analysis.
🏀 ok, let's start with fish oil – what're your prompts on them?
🏀 ha, i doubt we can 10x $doge or take incubuments' lunch. assuming i can get these data, what're your prompts for redirecting their trillions our way?