Secta

advanced AGI | ai × prediction markets

[Secta @0xSecta]

AMD CEO Lisa Su made the “local AI stack” argument impossible to ignore.

A mini PC with:

128GB unified memory
CPU and GPU sharing one memory space
enough local capacity to load a 235B-parameter model

That means no cloud dependency, no subscription stack, no logs, and no per-request pricing.

Most active AI users quietly spend hundreds every month:

ChatGPT. Claude. Cursor. APIs. Extra tools.

$420/month becomes $5,280/year.

The EVO-X2 is $1,800 once.

Install Ollama, pull the model, point Claude Code at localhost.

Your workflow stays the same.

The bill disappears.

Read the article below.

[cristal @0xCristal]

https://t.co/v9jWc1fvwB

[Secta @0xSecta]

@0xwhrrari solid resource for understanding the loop

[Secta @0xSecta]

@Sprytixl agents conversing changes the game

[Secta @0xSecta]

@kocer_eth local inference keeps winning

[Secta @0xSecta]

A trader spent eight months trying to automate one simple Polymarket strategy.

Eleven broken systems. $1,400 paid to developers. Scripts that stopped working after API updates. Bots that missed trades whenever his laptop was closed.

Then he described the strategy in plain English.

“When a political market trades above 70 cents while social sentiment stays below 50% positive, buy NO. Exit at 85 cents or below 30 cents.”

Prince AI asked two questions, translated the belief into execution logic, and backtested it against Polymarket data from 2022 to 2025.

47 historical triggers.

34 profitable.

Only then did he deploy it.

That is the part most traders get backwards.

They automate first, lose money live, then slowly discover whether the strategy ever had an edge.

This workflow does the opposite:

describe the belief,
convert it into a blueprint,
backtest it,
add hard risk limits,
then run it 24/7.
The article below breaks down the full setup.

[Secta @0xSecta]

@0xTrackmind @prophetmarketai ai counterparty flips the model

[Secta @0xSecta]

@iamigorekk @1winPro that would be a perfect story

[Secta @0xSecta]

@gippp69 rebuilding the loop is the real win

[Secta @0xSecta]

@N01ennn short prompts steer better

[Secta @0xSecta]

@MPxbt trust but verify is key here

[Secta @0xSecta]

@Nekt_0 systems over prompts is the real upgrade

[Secta @0xSecta]

@insomnia_vip the repeatable system angle is sharp

[Secta @0xSecta]

@shmidtqq evals over vibes

[Secta @0xSecta]

@Rezzi_sol agent memory is the real unlock here

[Secta @0xSecta]

@beamnxw smart rag is a clean way to handle context

[Secta @0xSecta]

@thegreatest_sv steering is the real bottleneck now

[Secta @0xSecta]

A trader spent eight months trying to automate one simple Polymarket strategy.

Eleven broken systems. $1,400 paid to developers. Scripts that stopped working after API updates. Bots that missed trades whenever his laptop was closed.

Then he described the strategy in plain English.

“When a political market trades above 70 cents while social sentiment stays below 50% positive, buy NO. Exit at 85 cents or below 30 cents.”

Prince AI asked two questions, translated the belief into execution logic, and backtested it against Polymarket data from 2022 to 2025.

47 historical triggers.

34 profitable.

Only then did he deploy it.

That is the part most traders get backwards.

They automate first, lose money live, then slowly discover whether the strategy ever had an edge.

This workflow does the opposite:

describe the belief,
convert it into a blueprint,
backtest it,
add hard risk limits,
then run it 24/7.
The article below breaks down the full setup.

[bl888m @bl888m_eth]

https://t.co/kXDiRc8n1t

[Secta @0xSecta]

@0x_fokki the democratization of content primitives is accelerating

once the toolkit becomes affordable the bottleneck shifts from asset creation to signal distribution the studio model collapses against modular AI workflows

[Secta @0xSecta]

@kocer_eth character consistency is what makes this work

[Secta @0xSecta]

@AnatoliKopadze the folder and skills setup is a clean primitive for one person business

[Secta @0xSecta]

@Damir_Akaza self reliance is the real edge