David Rayz

Head of Growth | Web3, AI

[David Rayz @davrayz]

@shineDUDES Looking good brother!

[David Rayz @davrayz]

@Tanzeel_Akhtar looking good!

[Haseeb ＞|＜ @hosseeb]

The highest-value human work in the AI era will be in domains with sparse reward signals. Internalize this, or watch your value erode over the next decade.

Math, programming, rote memorization, data science, all fucked. The classic “smart nerd” jobs are exactly where AI is strongest, because the feedback loops are dense. You can check the answer. You can run the test. That means AI can improve quickly, and humans will rapidly fall behind.

Your advantage as a human is in messy domains.

Taste. Judgment. Negotiation. Risk-taking. Politics. Sales. Science at the frontier. Anything you can only really learn by doing. Cross-disciplinary stuff.

The valuable domains will be the ones guarded by secrets, tacit knowledge, weak labels, long feedback cycles, and ambiguous outcomes. Places where the training data is scarce, the ground truth is disputed, and it's impossible to explain why something is good.

AI will still enter these domains. But we will be slower to trust it unsupervised there, because it will be harder to tell when it is right, harder to prove when it is wrong, and difficult to construct secure sandboxes. The stakes will be too high to YOLO it.

I find myself saying this over and over again to young people today: the future does not belong to people who are able to get good grades on tests. It belongs to people who can operate under uncertainty, in domains where correctness is hard to define.

Those domains will become the thin waist of the economy: as productivity everywhere else accelerates, the humans who excel there will become our economic Strait of Hormuz. The best humans in these domains will demand an enormous cut of the growing economic pie.

Your imperative going forward is to make sure you're one of these people.

(Or become an electrician. That probably works too.)

[David Rayz @davrayz]

@emilylai Life purpose is the best nootropic solution

[Daniel Dalen @Danieldalen]

f* what everyone else says... speed = everything.

[David Rayz @davrayz]

@SPOTprotocol Investment deck buildooor

[David Rayz @davrayz]

@jonkkillian @GamewithDave I was looking for your comment, legend.

[David Rayz @davrayz]

@GamewithDave Orange curtains let sunlight spill into my room, setting the vibe. I’d kick my backpack aside, fire up the console, and dive into the adventure that defined my childhood—friendship, love, and dreams.

[mert @mert]

dear noob,

quit your job

start a business or join a startup where you take on real ownership

a bloated, slow corpo job is modern-day slavery and bad for the soul

do more

[David Rayz @davrayz]

@AmpleforthOrg The first step on your journey to greatness is adding ➕ to your profile name. See you at the top, Amplifier!

[David Rayz @davrayz]

@Coinballers

[David Rayz @davrayz]

@AltcoinDailyio @mf_benzimra

[David Rayz @davrayz]

Donald Trump met with the CEO of Coinbase to discuss matters related to appointing a new head of the SEC.

What kind of innovation does the global economy need, guys?

[David Rayz @davrayz]

@Cryptik19 Thank you, sir, but none of this would mean anything without the incredible support and insights that Amplifiers have been bringing to the community for years. You’re all the real legends.

[$SPOT @SPOTprotocol]

I am the ERC20 Alpha + Omega; nothing stable or lasting can be created without me.

[David Rayz @davrayz]

@AmpleforthOrg @asymmetryfin 100

[David Rayz @davrayz]

@Cryptik19 @SPOTprotocol 😂

[David Rayz @davrayz]

@jsjaitawat Hello @jsjaitawat I hope you’re doing well! I have very relevant experience. Recent project: Yield Aggregator & Optimizer, where I handled product & co-marketing, KOL rounds, and TGE campaign.

Please check my CV - https://t.co/LsgT8VmL9L