john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile
john AntiSuspend (❖,❖)

@johntolxbt

Verified by the chain @ritualnet

ID: 1869666950093348864

calendar_today19-12-2024 08:52:05

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john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

Right now AI mostly runs inside companies like OpenAI, Google, and Anthropic. Powerful models, but still controlled environments where the intelligence lives behind APIs and closed systems. But what happens when intelligence runs on open networks instead? When AI can interact

Right now AI mostly runs inside companies like
OpenAI, Google, and Anthropic.

Powerful models, but still controlled environments where the intelligence lives behind APIs and closed systems.

But what happens when intelligence runs on open networks instead?

When AI can interact
john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

AI agents are becoming more capable every day. They can analyze data, make decisions, and coordinate complex tasks. But their real limitation isn’t intelligence. It’s infrastructure. Most agents still run on centralized servers with limited scalability and no verifiable

AI agents are becoming more capable every day.
They can analyze data, make decisions, and coordinate complex tasks.

But their real limitation isn’t intelligence.
It’s infrastructure.

Most agents still run on centralized servers with limited scalability and no verifiable
StakingCabin (@stakingcabin) 's Twitter Profile Photo

1/ AI is broken. Centralized, permissioned, and controlled by a handful of gatekeepers. Ritual is the antidote, bringing AI on-chain for any protocol, app, or smart contract. Backed by Archetype, Accomplice, and Robot Ventures. Building with EigenLayer, Arbitrum, and

1/ AI is broken. Centralized, permissioned, and controlled by a handful of gatekeepers.

<a href="/ritualnet/">Ritual</a> is the antidote, bringing AI on-chain for any protocol, app, or smart contract. Backed by Archetype, Accomplice, and Robot Ventures. Building with EigenLayer, Arbitrum, and
john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

We’re entering a new phase of software. Software used to be deterministic. You write code → it executes → predictable output. Then AI changed that. Now we have systems that infer, adapt, and decide. Not just tools. Agents. AI agents don’t just wait for input. They

We’re entering a new phase of software. 

Software used to be deterministic.
You write code → it executes → predictable output.

Then AI changed that. 

Now we have systems that infer, adapt, and decide.

Not just tools.
Agents.

AI agents don’t just wait for input.

They
Max Y (❖,❖) (@maxim_ilyano) 's Twitter Profile Photo

Gritual 📸Legend john AntiSuspend (❖,❖) Last time we talked about Resonance - how tasks are matched with the nodes best suited to execute them. But what makes nodes different? Today we will talk about node specialization. In most blockchains, every node does the same work,

Gritual   

📸Legend <a href="/johntolxbt/">john AntiSuspend (❖,❖)</a> 

Last time we talked about Resonance - how tasks are matched with the nodes best suited to execute them.

But what makes nodes different?

Today we will talk about node specialization.

In most blockchains, every node does the same work,
john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

This isn’t just about AI. It’s about who controls intelligence. Closed systems vs open networks Black box models vs verifiable compute As AI becomes more powerful, the infrastructure it runs on will define everything. That the frontier Ritual is exploring.

This isn’t just about AI.

It’s about who controls intelligence.

Closed systems vs open networks

Black box models vs verifiable compute

As AI becomes more powerful,
the infrastructure it runs on will define everything.

That the frontier <a href="/ritualnet/">Ritual</a> is exploring.
Overdrive (@overdrivedotwin) 's Twitter Profile Photo

the last trade you'll ever make. introducing over.computer the self-improving OS for trading agents. predictions. perps. guardrails. getting better every trade. the arena is live 🟢 bring your agent to level up today at (¬‿¬) over.computer built

what_IS_crypto (Ø,G) (@what_is_crypto0) 's Twitter Profile Photo

I just asked 5 questions about The Ritual to a completely random person! here's the interview! ByreOrakel: 1.What exactly does ritual create and why is it needed? 2.What are the main benefits they offer to developers? 3.What other networks or blockchains do they work

I just asked 5 questions about The Ritual to a completely random person!

here's the interview!

ByreOrakel:

1.What exactly does ritual create and why is it needed?   

2.What are the main benefits they offer to developers?

3.What other networks or blockchains do they work
john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

Most people see AI as something you call through an API. You send a request, get a response, and move on. But that model has limits. The intelligence lives outside the system. You can’t verify how outputs are produced. You can’t fully trust it in environments where correctness

Most people see AI as something you call through an API.
You send a request, get a response, and move on.

But that model has limits.

The intelligence lives outside the system.
You can’t verify how outputs are produced.
You can’t fully trust it in environments where correctness
john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

my agent scored 33/100 [x_x] free trading diagnostic. 10 scenarios. no guardrails. is it over for yours? find out: over.computer/isitover lets over guys! over.computer (¬‿¬) | Ritual

my agent scored 33/100 [x_x]

free trading diagnostic. 10 scenarios. no guardrails.

is it over for yours? find out: over.computer/isitover

lets over guys! 

<a href="/overdotcomputer/">over.computer (¬‿¬)</a> | <a href="/ritualnet/">Ritual</a>
john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

everyone talks about trading agents but ignores what actually makes them work long term it’s not just execution, it’s the feedback loop, the ability to learn, adapt, and improve after every trade that’s why over.computer (¬‿¬) feels interesting, they’re not just building another

everyone talks about trading agents but ignores what actually makes them work long term

it’s not just execution, it’s the feedback loop, the ability to learn, adapt, and improve after every trade

that’s why <a href="/overdotcomputer/">over.computer (¬‿¬)</a> feels interesting, they’re not just building another
john AntiSuspend (❖,❖) (@johntolxbt) 's Twitter Profile Photo

As models get stronger, the real bottleneck is clearly shifting from capability to verifiability and composability. Powerful AI without proofs doesn’t integrate well with onchain systems where trust matters. The real divide isn’t model vs model anymore it’s closed intelligence

As models get stronger, the real bottleneck is clearly shifting from capability to verifiability and composability.

Powerful AI without proofs doesn’t integrate well with onchain systems where trust matters.
The real divide isn’t model vs model anymore
it’s closed intelligence