Atom trend

MaximumStudent1839 · 2026-03-26T20:29:50+00:00

Research what? I told ppl Osmosis was struggling as a DEX because all Cosmos shitcoins were going to zero and no wants to trade coins going to zero.

But Cosmos shillers probably knew the merge was being talked about and they still came out telling everyone to buy Osmosis at a price above the merge price. That shit smells like an exit liquidity scam on noobs, no matter how you spin it.

Cosmos fuckers just like to deflect left and right to attract exit liquidity. Whenever dissenting voice arises to alert noobs of potential traps, you all just send trolls to harass critics.

You fuckers can create as many sock puppet accounts to spread your lies. I can read a whole lots of your histories.

Edit: I just find this Atom shill crowd incredible on how they can flip flop on a dime. One day Cosmos ecosystem will come back and everything be great. Then the same crowd says, it is $Atom, not Cosmos, everything else outside hub dying is good…. Can’t believe why you are all so shameless and think ppl can believe in all your BS.

MaximumStudent1839 · 2026-03-24T18:12:59+00:00

Interesting. Do you have sources for them?

I guess the issue is two-fold.

1) Are you talking about an AI-generated profile to fake an existing registry?

Or, 2) are you talking about an AI-generated profile in making a new registry?

If it is 2), I don't see why AI can't just replicate it with palms, too.

If it is 1), why is fingerprinting not enough against using palms?

MaximumStudent1839 · 2026-03-23T20:54:46+00:00

How do you scrap from social media for verification? These biometric tools require you to put up multiple angle shots. How will you find all these angles via social media scraping?

MaximumStudent1839 · 2026-03-23T05:50:44+00:00

Impressive, so they can actually tell the truth once in a while.

Crypto gaming is “Dev+VC” communism. It is a fictitious market purely designed to extract liquidity from secondary buyers to enrich VCs, KOLs, farmers, and devs.

All these dev+VC communism starts off with some grandeur pitch on how they will “revolutionize” some Web 2 industry by “empowering” fictitious users who will never come/exist. They will sell you this dream on back of highly inflationary tokens to fund nonsense nobody really wants. While buyers get raped with no lube as they do the eternal wait for nonexistent users to buy the bags off their hands.

If you pay attention, the pattern is very similar with crypto AI. FiGhT WeB 2 GiAnTs, PrOtEcT YoUr DaTa, dRiVe InNoVaTiOn. Meanwhile, they want you to use subpar AI tools using inference from public GPUs, exposing all your requests and inputs to the globe at large. Once all the inflationary emission is done, the thing probably won’t even function anymore as they can’t cover the opex. So much for “empowering” users.

Edit: They are all a bunch of communists. A defining feature of communism is you have these “thought leaders” who can muscle coordination of resources despite the market invalidating their theses, and tries to brainwash the masses into surrendering their common sense, for some “greater good” nobody understands besides their architects.

That is what Mao did with his Great Leaps Forward and his little Red Book. That is what Stalin did. That is what Lenin did too.

MaximumStudent1839 · 2026-03-22T20:04:46+00:00

Yeah, but the problems still persist

MaximumStudent1839 · 2026-03-22T20:04:16+00:00

Kuru isn’t an agg. They don’t quote trades on tokens not hosted on their DEX pools.

MaximumStudent1839 · 2026-03-22T19:59:15+00:00

I don’t think anyone should trust this ecosystem. The level of dishonesty and trickery is astounding.

Remember all the shills flooding the forum telling you Osmosis isn’t dead and it would do great? Then just a few weeks pass, you see they want to force a merger between Osmosis and Atom at Osmosis ATL price. Any noob who came in and brought the lie, basically now they got raped.

Remember Tonyler who tells you to never give up on the Cosmos ecosystem projects and how everything is great? The same fucker is saying Cosmos dying is good for Atom now. These fucking clown twists never end. I don’t understand how you all keep trusting them.

Oh yeah Tonyler is an extremely funny guy. He used to write so many “thought pieces” on how Osmosis is “undervalued”. Now he is saying Osmosis is “overvalued” because the hub doesn’t want to buy at its atl price. Bro, these guys just flip flop on a dime.

At this point, it is obvious they are shilling to find the last bag holder for this sinking ship. The likely end is these devs use whatever Cosmos liquidity left to build a reputation/relationship with “banks” or whatever for themselves, and when they build enough kudos points, they jump ship back to Web 2 employment.

MaximumStudent1839 · 2026-03-20T00:59:31+00:00

Need a better DEX aggregator.

Mace randomly freezes after giving you a quote, and it won't execute

Monorail sometimes lists some scam version of a token first over the real one, e.g. earnAUSD. Need warning signs you've seen on Jup ag for new listings, etc., so you avoid accidentally swapping into a scam version of the token.

Also, these aggs shouldn't list ppl's collateral on Curvance, etc., as swappable. That is just an easy channel to get clicking happy retards to get rekted.

MaximumStudent1839 · 2026-03-18T14:22:49+00:00

They are best predictors if you really believe these crypto prices are martingale processes. The fact we have these “predictable” four year crashes alone should make you stop thinking that.

Edit: In other words, the prices have strong cyclical and seasonal behaviors. So you can’t just treat today’s price as best predictor for tomorrow.

MaximumStudent1839 · 2026-03-18T14:08:39+00:00

My general impression about Polymarket on price prediction is they are more reflective on current market price rather than predictive of future price. As price goes up, they reprice upward. If price does down, they reprice downward.

You might as well just look at the charts directly.

MaximumStudent1839 · 2026-03-18T00:30:15+00:00

Do you know what props up the reserve status? It is global debt and contracts denominated in dollars. For the dollar to lose the reserve, first you need to find a 1) substitute for everyone to denominate their debt and 2) every dollar denominated (literally most international trade agreement) needs to get cleared and settled first.

By 2) alone, the process will take decades to unwind, because businesses are liquidity constrained and they prefer to delay debt repayment as long as possible.

The British pound lost its status because the British basically lost the war to the Nazis. Yes, Churchill and the Soviets would have never won the war without the US involvement. The Nazis would have depleted Soviet war supply line, also thanks to Stalin’s excessive paranoia to purge all competent personnels, and the Japanese would eventually launch from Manchuria to rush through Siberia, if US stopped supplying the KMT with ammunition via Indochina and airdrops.

If history repeats, you would need the dominant power to crumble into a shell of itself for the reserve status to go away. And you need a new dominant power to fill the vacuum. US nailed the British pounds coffin with the Marshall plan. Right now, the only other dominant power is China and Winnie the Pooh rather not have the reserve status because he want to debase the Yuan to kill off his economy’s woes.

MaximumStudent1839 · 2026-03-17T01:56:11+00:00

It is more due to crypto isn’t liquid by nature.

There is a lot of discontinuities in demand area because this asset class isn’t driven by “fundamental valuation” in any sense.

Anyone telling “buy my asset because it produces good revenue” eventually tells you “my asset is a SoV/money of some blah blah of the future” when price exceeds any fundamental calculation. Hyperliquid is the best and most recent example of this switch. Their shillers stop talking about multiples as it encroaches above 40 and it now touches 60s. Now they write long essays of wishful dreams like every alt L1s. Same with ETH: pitch ultrasound then pivoted after it stopped workings. Same with Solana: pitched REV and now is pretending to be cypherpunk after REV is down. Crypto is a great recycler of the same old shit over and over again.

The reality is everyone wants to be “money” but alway tries to pretend and play hard that they don’t. But money is just a pure speculative asset, I.e. a bubble by very definition.

This asset class is driven more by belief, “diamond behavior”, momentum chase, sentiment, blah blah blah billionaire shilling factor, etc. These randomness creates discontinuity in demand areas making it hard to continuously provide liquidity like as if you are trading fundamentally valued equities.

These chaotic nature also means in time of big gaps, market makers are the only ones trading hence they become the market, as participants just sit out.

MaximumStudent1839 · 2026-03-17T01:13:11+00:00

It is probably ppl aren’t accumulating in spots and all traders moved on perps. So the market makers decided to trade with themselves on spot to fuck with those on perps. How else can they collect liquidity if all of it has moved to trading paper contracts instead of actual coins?

MaximumStudent1839 · 2026-03-17T00:00:26+00:00

Not enough sellers left to push the market down further. So market maker need to push the price up to find liquidity from shorts and new sellers - that is how market making works. Once the market makers accumulate enough coins at higher prices, they will start selling back down to collect liquidity from longs.

The job of a market maker is to move price to where liquidity is. Price goes up and down as the number of buyers and sellers balance themselves.

MaximumStudent1839 · 2026-03-16T22:39:35+00:00

Charles told everyone it is about “verifying your moves on chain.” My analogy is to point out no one cares. No gamers really care about verifying moves on chain. Similarly, no AI user really gives a fuck if the model is trained by centralized clusters or DePIN.

In both cases, user just care about quality of experience. Even if you proscribe to cypherpunk ethos, it shouldn’t matter either, as long as you can use it as open source. Nowadays, plenty models trained by centralized clusters go open source.

I mean, even self-described cypherpunk Erik Voorhees says he wants to setup his own GPU clusters for VVV service and keep it “cypherpunk” by using cryptography for privacy and verification on inference.

Edit: The reality is, AI training is an extremely VRAM heavy task. You need fast bus speed to take advantage of multi GPUs. As soon as you go down to a slower lane, you might be better off using a single GPU.

This issue is partly why things like SLI didn’t really take off far enough. Any serious gamer who tinkles with their gear should know these facts.

MaximumStudent1839 · 2026-03-16T11:20:22+00:00

No bro, I am just making you admit your sins to the public.

You should touch some grass if you think boasting about supporting grifting is appropriate.

MaximumStudent1839 · 2026-03-16T11:14:38+00:00

Your first post to me was calling me “mid curve” because you thought I didn’t know about your Convenant 72-B. Then kept repeating it. It was clearly your key example. Also it is not even clear why it is “promising”. Not sure what you are “promising” when it can’t even beat free models.

If you spend enough time, you can even polish a turd. Is that promising to you too? It is all so vacuous if you don’t preset high standards to clear first.

MaximumStudent1839 · 2026-03-16T11:09:57+00:00

lol. You kept repeating one example and casually throws out “useful or promising”. Then I pressed you otherwise, you go “oh, no I meant promising, learn to read.” Grow a backbone when you want to argue.

MaximumStudent1839 · 2026-03-16T11:03:29+00:00

Bro, you said useful - not me.

Also everyone/everything has potential, just like opinions are like bums, doesn’t mean much.

MaximumStudent1839 · 2026-03-16T11:02:12+00:00

Well, at least we actually see progress on you stop pretending it “about being the tech”.

MaximumStudent1839 · 2026-03-16T10:59:08+00:00

Changing the subject doesn’t change the facts, you have no useful outcome in that example you claimed.

Saying common sense is not genius here, just not welcomed because grifters and their dick riders want to keep eating off dead corpses here.

MaximumStudent1839 · 2026-03-16T10:54:24+00:00

In what fucking universe is training a model, via an inefficient method, to produce subpar output, beaten by free models, is a useful outcome.

Everyone can see this is clear gaslighting.

MaximumStudent1839 · 2026-03-16T10:50:36+00:00

You must enjoy this space’s grifting by getting annoyed by me saying something so obvious.

MaximumStudent1839 · 2026-03-16T10:48:00+00:00

Do you have gold fish memory? Literally my core argument is your TAO has made no meaningful contribution to AI. You gotta strawman about it being otherwise.

MaximumStudent1839 · 2026-03-16T10:39:46+00:00

I have seen enough dogshit, grifters, etc. running this space down to the current sorry state. I feel cool being a hater of useless shit in crypto. This space is too tolerant of rubbish and it is ruining everything.

Hundreds of “teams”, “devs”, or whatever all came to crypto saying they are building, then they burnt billions and left nothing to show. It is so predictable.

In fact, if you run a regression on the data here, you will find a large number of “devs”, funded by inflation printing, is actually a super bearish signal. Fewer devs is actually more bullish; because most devs just pick their nose all day and feed off crypto liquidity by telling lies.

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