Rifat
41.7K posts
Rifat
@Saroeth20
Data over sentiment. Tracking prediction markets. Trade on @Polymarket. https://t.co/7879PLmAHc. DM for Collab and Promotion 📩
เข้าร่วม Ocak 2025
6.1K กำลังติดตาม7K ผู้ติดตาม
Portugal’s Stars Shine for Clubs, Not for Country🙂
Was that a World Cup match or just a neighborhood game? How many shots did they even manage on target? Being a Portugal supporter often feels like living in constant fear and disappointment.
On paper, Portugal always looks like a powerhouse, but they repeatedly fail to deliver on the pitch. If a team that dreams of winning the World Cup struggles like this against a newly emerging side like Congo, then the best they can hope for is probably the Round of 32. They have Premier League stars, players dominating Ligue 1, and even UEFA champions, yet this is the performance they produce. If they're only capable of playing well for their clubs, then why even show up for the national team?
Many people criticize me whenever I speak about Ronaldo. To them I say: this is the World Cup. You cannot just stand around and expect the ball to come to you. Of course defenders will mark you tightly. In such a fast-paced game, teammates won't always be able to spot you, so you have to make runs, drop deeper, and actively get involved.
Throughout the entire 90 minutes, Ronaldo managed just one shot in the 68th minute. Apart from that, he mostly waited for the ball and made only a handful of passes. He didn't even show the level of effort he usually gives for Al Nassr. It was also obvious that his teammates were reluctant to pass to him, almost as if nobody wanted to involve him in the game.
That raises another question: what have they been doing in training all this time? What understanding have they built among themselves? Are they practicing football or just taking photos together?
After the goal in the 5th minute, I thought Portugal would score five or six more. Instead, that early goal remained the only one for the entire match. Despite having so much time and possession, they couldn't find another goal. The stadium was full of red shirts, and in the end, they disappointed everyone.
Everyone else may step up when it matters, but Ronaldo and Portugal never seem to.
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Hiring a lazy developer to boost productivity.
A project called Ponytail is rapidly blowing up on GitHub, already hitting 27.7k stars.
It is a set of rules and plugins for AI agents that forces them to think like the laziest, most experienced developer on your team.
The core principle is simple:
The best code is the code you never wrote.
How it works: before writing a single line of code, the agent goes through a strict priority ladder:
1. Is this even necessary? If not, skip it (YAGNI).
2. Is this available in the standard library? Use it.
3. Is there a native platform feature? Use it.
4. Is there an already installed dependency? Use it.
5. Can this be written in a single line? Write one line.
Only after passing all these steps will Ponytail assemble the absolute minimum working code.
Send this to anyone who is tired of burning money on tokens and wants to save time
github.com/DietrichGebert…
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Every trader knows this feeling. Ten tabs open, ten different stories.
Chart says one thing. News says another. Twitter's full of opinions. On-chain data throws in its own signals. None of it agrees, and you're left guessing which one to trust.
The real problem isn't missing information, it's too much of it with no way to filter what matters.
@tryquantio is solving exactly this. Instead of digging through everything yourself, you just ask a direct question and get a real answer:
What's actually moving this price? Which sectors are getting attention right now? What risk am I missing? Where is the smart money positioning?
That's it. No more piecing together ten sources to guess at one answer.
Research still matters, this isn't about skipping it. It's about cutting the time between question and clarity. Less noise, less searching, sharper decisions.
#QuantAIPioneers
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@ChainChaserVN Hi
Verified or unverified
I fast to fast Fb 100% all account ☑️
Just follow me
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@Web3_Jarin Small account Verified or unverified ✅
I fast to fast follow back all account ☑️
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GM everyone ☀️
When you have to perform after your friends have already delivered world-class performances...
yeah, that's pressure 😅
Not the opening match @Cristiano was hoping for
But that's okay
The road is still long, and we'll keep following his journey toward that World Cup dream. 🇵🇹🐐
Wishing everyone an energetic and productive morning
Cristiano Ronaldo@Cristiano
Não era o arranque que queríamos, mas isto está longe de ter acabado. Cabeça levantada e foco no próximo jogo.
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Good Morning CT
A new day means new opportunities
Don't chase quick success... build long-term success
Stay patient during the dips
Stay humble during the pumps
The real winners in crypto are those who never stop learning and never give up
Keep grinding
Keep building
Keep believing
Wishing green candles positive vibes and endless success to the entire CT Family
AI-assisted creative content
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• DeFi.
• Metaverse.
• Move-to-Earn.
• SocialFi.
Most ideas seemed revolutionary until you raised one simple question.
➼ What problem does this solve?
That's why @GenLayer stood out to me.
Everybody is competing to create intelligent AI agents.
Agents capable of trading, negotiating, hiring each other and performing jobs autonomously.
Yet almost no one is considering an equally critical aspect.
What will happen when there's a disagreement?
For instance, what if an AI marketing agent hires another AI to perform a campaign?
The job is delivered.
• Agent #1: This wasn't exactly what I wanted.
• Agent #2: I did precisely what was required of me."
➼ Who wins this dispute?
Surely not Ethereum.
Not because of any flaw on its part.
Blockchains aren't made for subjective assessments.
➼ Ask Ethereum.
• Is 2 + 2 = 4?
• Were these two transactions performed?"
• All will be answered correctly.
➼ Was the content produced of good quality?
"Was the task completed satisfactorily?"
"Did the results align with expectations?"
No definite answers.
That is what @GenLayer resolves.
Rather than imposing subjective judgments through blockchain, they developed Optimistic AI Consensus.
Each of several independent AI validators analyzes the data, understands the nature of the disagreement, and votes on the result.
It’s akin to creating a decentralized court system for the AI economy.
There isn’t one judge.
There’s an AI jury.
When the consensus is achieved, the result gets executed on-chain.
No need for lawyers, no arbitration process taking several weeks and no endless exchange of arguments.
Pure machine based dispute resolution.
➼ The impact is huge:
AI agents need a means to resolve their disputes. Prediction markets require rulings on how the world unfolds.
Autonomous DAOs need conflict resolution that doesn’t involve humans all the time.
As we delegate decisions to AI, one question becomes even more relevant:
Who adjudicates the disagreement between the two?
An economy based on agents cannot exist without some dispute resolution mechanism.
Transactions work until something goes wrong.
Everyone is designing better agents.
@GenLayer is building the infrastructure needed to make them dependable.
It could be the missing link to the whole AI economy.
Aren’t we building AI economies without building AI courts?
• g @GenLayer
• g @RallyOnChain
• rally.fun/r/attam5010
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