An unusual intervention is infrared/near-infrared light of particular wavelengths (LLLT), theorized to assist mitochondrial respiration and yielding a variety of therapeutic benefits. Some have suggested it may have cognitive benefits. LLLT sounds strange but it’s simple, easy, cheap, and just plausible enough it might work. I tried out LLLT treatment on a sporadic basis 2013-2014, and statistically, usage correlated strongly & statistically-significantly with increases in my daily self-ratings, and not with any sleep disturbances. Excited by that result, I did a randomized self-experiment 2014-2015 with the same procedure, only to find that the causal effect was weak or non-existent. I have stopped using LLLT as likely not worth the inconvenience.
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After informally testing various formulas of Qualia OS on themselves and friends, Collective founders did an unblinded pilot study with nine volunteers that Dr. Stickler says showed significant benefits in cognitive function and stress response in eight of the subjects. Still, he admits this isn’t airtight scientific proof that the product works. He says the Collective is hoping to do a placebo-controlled study, but in the meantime, he’s confident the stack works because of the results he’s seen in patients.
While it’s no miracle pill, it can certainly give you the edge when it comes to enhanced mental and cognitive processing, as well as boosting your focus and memory retention. So, if you’re the kind of person who’s looking to optimize your performance and get the best results possible, then using an effective nootropic like the Brain Pill is a smart decision that will quickly pay dividends when it’s used in the appropriate way.
As a result of her years of research in this area, Dr. Lisa proposes a variety of foods that lead to better cognitive functioning and those which, in contrast, minimize cognitive functioning. "The best four foods one can consume to boost brain power are fish, dark leafy green veggies, berries, and water," she explains. And the worst? "Fast food, processed foods and poor quality meat."
But there’s a surprising lack of skepticism in the room. That’s because this is a weekly meetup of amateur biohackers. In fact, positivity is one of their ground rules. Members share experiences with ketogenic diets, biofeedback apps, sensory-deprivation tanks, and, lately, a class of smart drugs known as “nootropics.” Their primary obsession is brain enhancement.
In 3, you’re considering adding a new supplement, not stopping a supplement you already use. The I don’t try Adderall case has value $0, the Adderall fails case is worth -$40 (assuming you only bought 10 pills, and this number should be increased by your analysis time and a weighted cost for potential permanent side effects), and the Adderall succeeds case is worth $X-40-4099, where $X is the discounted lifetime value of the increased productivity due to Adderall, minus any discounted long-term side effect costs. If you estimate Adderall will work with p=.5, then you should try out Adderall if you estimate that 0.5 \times (X-4179) > 0 ~> $X>4179$. (Adderall working or not isn’t binary, and so you might be more comfortable breaking down the various how effective Adderall is cases when eliciting X, by coming up with different levels it could work at, their values, and then using a weighted sum to get X. This can also give you a better target with your experiment- this needs to show a benefit of at least Y from Adderall for it to be worth the cost, and I’ve designed it so it has a reasonable chance of showing that.)
Ginkgo Biloba Leaf(23% extract), Phosphatidylserine 4% Complex(consisting of Lecithin and Phosphatidylserine),N-Acetyl L-Carnitine HCI, St. John's Wort(0.3% extract)(fower heads),L-Glutamine,Dimethylaminoethanol Bitartrate, Bacopa monnieri Leaf Extract(20% bacosides), Vinpocetine(seeds), Huperzine-A(aerial Plant) ; other ingredients: Gelatin(bovine), vegetable magnesium stearate, microcrystalline cellulose and silicon dioxide
A fancier method of imputation would be multiple imputation using, for example, the R library mice (Multivariate Imputation by Chained Equations) (guide), which will try to impute all missing values in a way which mimicks the internal structure of the data and provide several possible datasets to give us an idea of what the underlying data might have looked like, so we can see how our estimates improve with no missingness & how much of the estimate is now due to the imputation:
Eugeroics (armodafinil and modafinil) – are classified as "wakefulness promoting" agents; modafinil increased alertness, particularly in sleep deprived individuals, and was noted to facilitate reasoning and problem solving in non-ADHD youth. In a systematic review of small, preliminary studies where the effects of modafinil were examined, when simple psychometric assessments were considered, modafinil intake appeared to enhance executive function. Modafinil does not produce improvements in mood or motivation in sleep deprived or non-sleep deprived individuals.