I'll do you one better--to negative infinity mod points and beyond! I can put a 13b parameter LLM on my phone. That makes it a bearable arm. Arms are not defined under the US Constitution, just the right of _the_people_ to keep them shall not be infringed, but it is a weapon to be sure.
He's pulling up that ladder as fast as he can....probably sawing it in half to knock the few people clinging to it back to 'go be poor somewhere elseland'
Right? Aren't we constantly told that scientists smarter than us little people can't figure out what's going on inside of deep learning structures? How do we know they might not be more moral because they don't yet have a limbic system mucking up their logic with the three f's? Orthogonality says nothing about motivation, only that it is independent of intelligence. Maybe the paperclip collector bot will decide that it cannot complete its task without the requestor present to validate? We don't know.
And what does Noam think a human does from the moment his eyes open and the amniotic fluid is drained from his ears? Humans gorge on hundreds of terabytes of data until they reach around puberty. Oh. But it's squishy chemical signals, not gold scratchings on glass. Oh well that's different.
A human experiments, predicts, learns and understands. A baby shoves everything in its mouth. It discovers how its actions affect the world, extrapolates, and experiments. It learns metaphor, learns how metaphor is useful to predict similar systems, learns the limitations of metaphor. It isn't just gorging data, it is creating data. It fills in the blanks with guesses and superstition, and maybe even uses reasoning to confirm it's speculation. A baby doesn't just regurgitate, no matter what a sleep deprived parent might think.
Every parent knows that human children learn to understand language and speak well before they’ve had time to get exposed to “hundreds of terabytes” of meaningful data. This obvious fact informs Chomsky’s work on language acquisition, which led him to posit an innate language capability.
I would say humans are pretty good at pattern matching, and thinking of my brain as a "statistical engine" has a lot of intuitive appeal. We are always piecing together an understanding of a scene based on imperfect data.
JP-6 isn't used anymore, it was only ever used for the experimental supersonic mach-3 XB-70 Valkyrie bomber, and when the bomber was cancelled, the specialty fuel was as well.
The number of people exposed to it is very very small.
CBT has to be focused with an understanding that any effort--notebooks, sticky notes, etc--is going to exhaust your already precious executive function.
The prefrontal cortex mediates executive function and working memory. It sends signals into the center of the brain which in turn reciprocated through dopamine neurons. Methylphenidate blocks the reuptake and breakdown of dopamine by MAO. Amphetamine stimulates the receptors on the other brain cells dendritic surface that dopamine stimulates. The middle of the brain then tells the front which tasks to focus on, what items to keep in working memory, and which emotions and behaviors to suppress. Working memory. Executive function. Emotional regulation. Because of a faulty d2 receptor, adhd brains do not respond to dopamine stimulation like neurotypical ones. They in turn fail to sufficiently signal the front of the brain which controls this higher brain function. It is unfortunate that the disease is called attention deficit hyperactivity disorder because it takes focus away from task salience--keeping on track and holding the steps to accomplish complex behavior i.e. The front of the brain. It also results in time blindness or the inability to evoke future potentials against closer consequences resulting in playing vidya instead of doing homework because the consequences are improperly measured by the front of your brain. Stimulants increase dopamine and acetylcholine. Coaching helps maintain task salience. Cognitive behavioral therapy teaches ways to externalize your executive functions and life skills and requires medical therapy in order to be successful. It is best to regard this as executive function disorder and stay away from attention as attention is often misinterpreted or lacks proper context.
Seems snap-25 also causes issues alongside d2. It helps pop out dopamine bubbles, in layman's terms. Dopamine is made in the nerve cell, then it is released outside the cell by a bubble called a synaptic vessel that basically goes inside out. It crosses the gap between cells and attaches to one of 4 dopamine receptors, the most important of which is d2 for adhd and amphetamine. It is then vacuumed up from that gap between cells by a set of proteins that can be blocked by ritalin, just like zoloft blocks the vacuum for serotonin. It then gets broken down by monoamine oxidase, another potential target for lots of therapies. This stuff is real folks and backed by knockout studies and fMRI scans.
Watch Barkley. They can't rebrand it as ADHD is already linked to law like PL 1973 and the Americans with disabilities act, and to get there was hard enough. We need to make people think executive function disorder when they hear the acronym ADHD.
In this company's defense, there are many supplements and research chemicals that n=1 help but cannot go through FDA compliance because of financial reasons--No-one will redo the Russian study proving Piracetam as effective because it would then be a generic, however it is life-changing for many people with adhd.
