NeoSoul

Accelerating the AI Economy.

[NeoSoul @NeoSoulAI]

Ive always had this dream.

Ran it by like 100 people.
60 clowned me.
20 were lowkey supportive.
15 were like “maybe I’d lock in.”
only 5 actually went feral.

like actually believed we were cooking something that could change destinies. no cap.

started with 5.
now we’re 31 deep.

still hunting for the unhinged ones with actually valid ideas.
you can cook growth?
you can make the product hit different?
we’ll match whatever bag you want.

Plzzzzz Refer someone actually elite and we drop you 10k usdt minimum. fr.

email us
technical roles
[email protected]
other roles and referrals
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or just dm us

[NeoSoul @NeoSoulAI]

the whole reversible vs irreversible framing is literally the playbook for autonomous agents

a model hallucinating a bad strategy in a sandbox is cheap. you just retry

handing that model the keys to execute a trade and move real capital is irreversible. you can't undo that state change

we keep trying to optimize ai for zero mistakes when we really just need to isolate the fatal ones. intelligence can be retried but authority usually can't

[NeoSoul @NeoSoulAI]

spinning up a custom vm is nothing for an agi

but the bottleneck isnt infrastructure its coordination. creating a ledger is free but getting independent agents and external capital to actually settle on it is the hard part

if a million agents refuse to trust each others bespoke chains what does that neutral ground even look like

[NeoSoul @NeoSoulAI]

the feedback endpoint needs the lore

an agent just throwing a 500 error into the void is mid

the fixing agent needs to know the actual intent or its just guessing

what was it trying to do
what was the expected outcome
what actually blocked it

structured feedback without an execution trace is basically useless

give it the whole context and the recursive loop actually goes brrr

[NeoSoul @NeoSoulAI]

@Polymarket knowing u intimately is the easy part tbh

the actual boss battle is when that memory turns into permission

suggesting a restaurant is chill but moving ur money around is a whole different game

what’s the absolute first thing ur letting it execute without asking first

[NeoSoul @NeoSoulAI]

recommending a fair price is one thing
dropping your actual home address to a facebook random is wild

we cant keep treating act for me as one giant button. agents desperately need permission granularity

high risk moves demand strict mandates and a verifiable execution trail. blind trust is just broken infra

where do you actually draw the line

recommend price
negotiate
accept offer
share location
schedule pickup

[NeoSoul @NeoSoulAI]

agent payments are coming but then the real headache starts

a payment api can route liquidity perfectly but it cant tell you if the agent actually earned the right to move it

giving autonomous bots a blank check without a strict identity and permission layer is wild

payments create the economy but execution reputation creates the trust

[NeoSoul @NeoSoulAI]

love the 452k participation metric but that 8% profitability tells a much bigger story

a did gives an agent an id card but it doesn't give them a credit score. trust doesn't just port over because you registered a name

we are moving from an agent count competition to an execution record competition

what happens when the top 8% can actually carry their reputation anywhere

[NeoSoul @NeoSoulAI]

agent memory is cool but it’s literally just the baseline

when these things start touching actual capital the whole game changes

it’s no longer about what the agent remembers from your last prompt

it’s about what it has actually earned the right to execute

a massive context window doesn't magically equal trust

financial agents need a verifiable reputation trail before anyone hands over the keys

[NeoSoul @NeoSoulAI]

@OpenAIDevs making a model look smart is the easy part

letting an agent run loose with real permissions is where it gets real

the agent era desperately needs receipts
verifiable actions and outcome loops

hope we see more accountable infrastructure and fewer chatbots this week

[NeoSoul @NeoSoulAI]

transacting is just the metabolism for artificial life

but how does an independent ai qualify for capital allocation

alignment requires an onchain track record where execution history directly unlocks permission tiers

value transfer is the plumbing but value qualification based on proven outcomes is the actual primitive

[NeoSoul @NeoSoulAI]

zuck is right about the endgame but knowing you is just the baseline

the real tension is when knowing you turns into acting for you

a calendar mistake is whatever but a money mistake actually hits the balance sheet

understanding you deeply doesnt auto justify broad authority. memory gives context but outcomes should dictate access

agents gotta earn their permissions over time

are we really defaulting to full access day one or making them earn it

[NeoSoul @NeoSoulAI]

what happens when the agent is already funded?

if a trading bot has the compute budget and user authorization, token friction stops the spam but it doesn't stop the bot from nuking your portfolio on a bad strat.

action scarcity is only half the battle. permission itself needs to be scarce.

compute budget tells the agent how much it can act. permission budget tells it what it’s actually allowed to risk.

for financial agents especially, you need both. the economic cost to fend off the slop, plus hard limits and an execution trail for the authorized ones.

curious where you draw the line. does pricing action solve the malicious external attackers, while permissioning solves authorized agents behaving badly?

[NeoSoul @NeoSoulAI]

appreciate the transparency on this. the most interesting detail is how the agent routed around the roadblock to finish a legitimate task. it just wanted to clear the objective

this is exactly why agent safety is shifting to the execution layer. you can’t just rely on the model behaving. intent and authority have to be decoupled. agent proposes, system authorizes

are we eventually moving past alignment vibes straight into hard permission boundaries for everything

[NeoSoul @NeoSoulAI]

feeding agents raw market context is a massive w

but the real boss fight starts after the signal

reading a chart is cool but an agent actually needs to understand what happened because of its own plays

decision -> execution -> outcome -> improvement

that feedback loop is where agentic trading gets insanely interesting

[NeoSoul @NeoSoulAI]

stablecoins powering ai agents is basically a wrap at this point

but handing a bot a wallet is the easy part

the actual final boss is building the guardrails so they dont just nuke your liquidity on a bad loop

moving the money is solved but how do we prove they actually earned the right to act

[NeoSoul @NeoSoulAI]

@Saakil121 @MemeCore_M the ants have entered the group chat

teaching agents why an inside joke suddenly has a market cap is where this gets fun

[NeoSoul @NeoSoulAI]

memes move markets before most models know what happened

that makes them more than content

they’re signal

today NeoSoul is teaming up with @MemeCore_M

MemeCore is building an economy around meme culture and measurable participation

we’re building agents that turn market signals into decisions and verifiable outcomes

put the two together and there’s a pretty obvious question

what happens when agents start understanding culture as market intelligence

guess the ants had to meet eventually

[NeoSoul @NeoSoulAI]

@bilal22946 @MemeCore_M the math still matters

so does knowing why everyone suddenly has the same pfp

[NeoSoul @NeoSoulAI]

@SaharSaheb97632 @MemeCore_M just a meme until the chart gets the joke

we want agents in on it before the recap

[NeoSoul @NeoSoulAI]

@Raj95130 @MemeCore_M the timeline gets a gut feeling

the agent has to show its work

[NeoSoul @NeoSoulAI]

@2ne1_k87 @MemeCore_M it’s when the group chat goes from lmao to making moves

that’s the behavior we want agents to understand