Shehryar Shah g

Todo ciclo de cripto parece uma repetição com um tema diferente. Primeiro foi DeFi, depois NFTs, depois o metaverso e agora, de repente, tudo tem IA ligada. Sinceramente, depois de observar esta indústria por anos, é difícil se empolgar toda vez que um novo projeto afirma que está construindo o futuro. A maioria não. Muitos somem muito antes de entregar algo realmente significativo.
É por isso que cheguei ao Newton Protocol com uma dose saudável de ceticismo. O rótulo de IA imediatamente me deixou cauteloso, porque ele se tornou um dos maiores chavões no mundo cripto. Muitas vezes, projetos usam IA porque soa bem, não porque realmente resolve um problema.

Para falar a verdade, estou ficando cansado de ver um projeto de blockchain atrás do outro afirmando resolver o problema do “IA”. Primeiro eram aplicativos de DeFi, depois as layer-2s, e agora é trading automatizado e orientado por IA. A mais recente é o Newton Protocol (NEWT), anunciado como um “rollup seguro para estratégias baseadas em IA, sistemas de trading automatizados e um marketplace para desenvolvedores de IA”. Ok, claro — exatamente o que a gente precisava, mais um combo de palavras de cripto para causar buzz. Depois de anos de ciclos de cripto, hype e decepções, não tem como não revirar um pouco os olhos. Cada onda vem com mil tokens novos e grandes promessas: mais rápido isto, mais inteligente aquilo, tudo respaldado por IA no discurso. Só que, depois que a poeira baixa, a maioria deles simplesmente se apaga em silêncio. Vamos ser honestos: já percorremos esse caminho antes. Lembra de todos aqueles “matadores do Ethereum”? Ou do desfile interminável de bots on-chain prometendo nos deixar ricos?

Honestly, after spending years watching crypto go through the same emotional roller coaster over and over again, it gets harder to believe every new story. One cycle it's DeFi, then NFTs, then metaverse projects, then meme coins, and now apparently everything has AI attached to it. Every few months there's another token promising to change everything, another influencer calling something the future, and another community acting like history suddenly stopped existing. Let's be real, we've seen this movie enough times to know that most of the excitement disappears long before the product actually proves itself.
That's probably why Newton Protocol caught my attention in a strange way. Not because it looked flashy, but because it didn't. It is trying to build infrastructure around AI-driven automation and on-chain strategies, and infrastructure has never been the glamorous side of crypto. It's usually the boring stuff that people ignore until they suddenly realize they needed it all along. Whether Newton ends up becoming one of those projects is another question entirely.
The problem they're trying to address is real, though. If AI is going to handle financial decisions, execute trades, or interact with blockchains without constant human approval, there has to be some way of making those actions predictable and accountable. Blind trust has never worked well in crypto. We've already watched too many protocols fail because people assumed code, automation, or incentives would magically solve human problems. They usually don't.
The AI part is where I become cautious. Every company today seems to believe adding two letters to their pitch instantly makes them more valuable. AI is powerful, but it's also unpredictable. That's the part that worries me. Giving software more responsibility sounds exciting until it makes a decision nobody expected. Maybe the safeguards work. Maybe they don't. Until systems face real users with real money on the line, nobody truly knows how reliable they are.
Then there's the token, NEWT. I always ask the same question whenever another project launches one. Does it genuinely need a token, or is the token simply expected because that's how crypto fundraising has worked for years? Sometimes tokens have an obvious purpose. Other times they feel like an extra layer wrapped around a product that might function perfectly well without one. I don't know where NEWT will eventually fall on that spectrum, and I think it's healthy to admit that instead of pretending every token has unquestionable value.
Adoption is another thing people often gloss over. Building technology is difficult, but convincing developers, businesses, and users to change their habits is even harder. Crypto has produced plenty of technically impressive projects that barely anyone uses. That's a reality this industry rarely likes talking about because adoption doesn't happen through hype alone.
Maybe that's why I find Newton Protocol interesting without feeling excited about it. It isn't selling a fantasy about replacing the financial system overnight. It's trying to solve a practical problem that could become increasingly important if AI continues becoming part of crypto infrastructure. That doesn't guarantee success, and honestly, nothing in this industry does.
I've been around long enough to know that good ideas can fail just as easily as bad ones somehow become billion-dollar narratives. Maybe Newton Protocol works, maybe it doesn't. For now, it simply feels like one of those projects worth watching from a distance rather than celebrating too early, and after everything crypto has taught me over the years, that feels like the most reasonable position to take.
@NewtonProtocol #Newt $NEWT

Já passei tempo suficiente pelo mundo das criptos para saber que cada ciclo vem com uma nova história que todo mundo, de repente, passa a acreditar. Alguns anos atrás era DeFi, depois NFTs, depois projetos de metaverso, depois ativos do mundo real e agora é IA. Toda semana outro token afirma que está construindo o futuro, e cada influenciador, de algum jeito, soa completamente certo de que este é diferente. Honestamente, fica cansativo depois de um tempo. A parte do marketing muda, os logos ficam mais limpos, os termos de moda ficam mais complicados, mas o padrão raramente muda. A maioria dos projetos promete muito mais do que entrega, e as pessoas que mais gritam geralmente somem quando o empolgação passa.

Honestamente, estou cansado. A cada poucos meses surge uma nova palavra da moda prometendo resolver todos os nossos problemas. Primeiro foi DeFi, depois NFTs, agora **DeFi impulsionada por IA** — a mesma história, nova embalagem. O Newton Protocol ($NEWT ) é o mais recente destaque. Ele é vendido como um “rollup seguro” para robôs de trading de IA e aplicação de políticas on-chain, uma “camada de autorização” para cada transação de cripto. A estratégia de marketing é bem polida: TEE, provas ZK, conformidade, proteções para instituições — até parcerias com milhões de carteiras via Magic Labs. Mas vamos ser sinceros: depois de *tantos* ciclos do “próximo grande assunto”, minhas antenas céticas ficam ligadas.

Honestly, I don't know how many more crypto narratives I'm supposed to get excited about. After being around for a few market cycles, everything starts looking familiar. Every year there's a new trend that suddenly becomes the answer to every problem. First it was DeFi. Then NFTs. Then metaverse projects that promised digital worlds most people never visited twice. Now it's AI. Apparently every project has AI now, every founder is talking about autonomous agents, and every influencer somehow knew it was the future before everyone else. I've watched this movie enough times that it's hard to react with anything other than a tired shrug.
That's probably the biggest problem for projects launching today. Even if someone is building something genuinely useful, they're entering a market where trust has already been burned too many times. Crypto isn't short on ideas. It's short on patience. People have been promised financial revolutions, internet revolutions, gaming revolutions, and social revolutions. Some ideas worked. Most didn't. The hype always arrived much earlier than the actual product.
That's why Newton Protocol caught my attention, although probably not for the reasons its supporters would like. I wasn't looking for another AI token. I was actually wondering whether anyone was trying to solve one of the quieter problems that has been sitting in crypto for years. Automation sounds great until it controls your wallet. AI sounds impressive until it makes decisions involving your money. Then suddenly trust becomes a much bigger issue than intelligence.
From what I understand, Newton Protocol is trying to build infrastructure that allows AI-driven strategies and automated actions to happen under predefined rules instead of giving unlimited authority to software. On paper, that sounds reasonable. Maybe even necessary. If crypto keeps moving toward automation, then someone eventually has to figure out how people stay in control without manually approving every single action. That isn't the most exciting problem in crypto, but sometimes the boring problems are the ones worth solving.
Still, let's be real. Good ideas don't automatically become successful projects. Crypto history is full of technically smart teams that disappeared because nobody actually used what they built. That's the part people forget. Building infrastructure is rarely glamorous. Nobody tweets about secure authorization systems with the same excitement they reserve for meme coins doing ten times overnight. Infrastructure usually matters only after something breaks.
The AI part is where I become much more cautious. Maybe I'm just getting older in crypto years, but I've stopped believing that adding AI automatically makes something better. AI can process information quickly, but that doesn't mean I want it making financial decisions without extremely clear boundaries. Markets are unpredictable enough when humans are involved. Adding AI doesn't magically remove risk. In some cases it simply creates new kinds of risk that nobody fully understands yet.
That's the part that worries me. Everyone keeps talking about autonomous agents as if trust is already solved. It isn't. If an AI strategy loses money because markets move unexpectedly, that's unfortunate. If it loses money because permissions weren't designed properly or because someone exploited the system, that's a completely different conversation. Security usually doesn't become exciting until after the first disaster.
Then there's the token itself. Every crypto project eventually introduces a token, and every token somehow manages to have governance, utility, staking, incentives, and ecosystem participation all wrapped into one package. I've heard those explanations more times than I can count. The real question isn't whether a token has listed utilities. The real question is whether people would still want to use the protocol if the token didn't exist. That's a much harder question, and one that often doesn't get answered until years later.
I'm also curious about adoption because that's where reality usually interrupts the story. Developers might appreciate better infrastructure. Traders might like safer automation. AI builders might enjoy having a dedicated marketplace. But wanting something in theory and using it every day are completely different things. Crypto users are incredibly demanding. If something feels complicated, they'll ignore it. If something feels risky, they'll avoid it. If something doesn't immediately offer an obvious benefit, they'll move on to the next shiny trend.
Maybe that's unfair, but that's the market we've built. Attention moves faster than products. Narratives spread faster than adoption. Sometimes it feels like people invest more in headlines than in technology. That's why I don't immediately celebrate projects simply because they're connected to AI. We've already seen enough buzzwords come and go to know that marketing can only carry a project so far.
What I do appreciate about Newton Protocol is that it's trying to address a problem that actually exists instead of inventing one just to justify a token. Secure automation is a real challenge. Giving software limited authority instead of unlimited authority makes sense. If AI is going to become part of crypto infrastructure, then permission systems probably deserve much more attention than flashy demos or promotional videos.
But none of that guarantees success. Maybe it works, maybe it doesn't. Crypto has a habit of making the obvious look difficult and the impossible look easy until reality catches up. Plenty of sensible ideas have failed because they couldn't attract users. Plenty of questionable ideas have succeeded simply because they captured attention at the right moment. That's one of the strange things about this industry. Merit and market performance don't always travel together.
After spending enough years watching this space, I've become much less interested in promises and much more interested in behavior. I want to see whether people actually trust these systems with real money. I want to see whether developers build on them after the initial excitement disappears. I want to see whether the project still feels relevant once the AI narrative inevitably cools down and crypto starts chasing the next big thing.
So I don't look at Newton Protocol with excitement, and I don't look at it with complete dismissal either. I look at it with cautious curiosity. The problem it's trying to solve feels genuine, which already puts it ahead of plenty of projects I've seen over the years. Whether it becomes important depends less on the quality of its story and more on whether it quietly earns trust over time.
Crypto has taught me that the loudest projects aren't always the ones that matter, and the most useful infrastructure often gets ignored until people suddenly realize they needed it all along. Maybe Newton Protocol ends up being one of those quiet success stories. Maybe it fades into the long list of ambitious experiments that never found enough users. Right now, I honestly don't know, and after everything this industry has put investors through, I'm perfectly comfortable admitting that.
@NewtonProtocol #Newt $NEWT

There comes a point where spending enough years in crypto changes the way you look at every new project. In the beginning, everything feels revolutionary. Every whitepaper promises a new financial system, every influencer has a "hidden gem," and every token claims it is building the future. After a few market crashes, exchange failures, abandoned roadmaps, and communities disappearing overnight, that excitement slowly turns into caution. Honestly, these days my first reaction to any new crypto project is not curiosity. It is skepticism.
Now AI has become the latest buzzword that gets attached to almost everything. If a project adds "AI" somewhere in its description, people suddenly act like questioning it means you do not understand where technology is heading. That has happened before. We watched it happen with NFTs, the metaverse, DeFi, GameFi, and a dozen other trends that were supposed to change everything overnight. Some ideas survived. Most quietly disappeared once the hype moved somewhere else.
That is probably why Newton Protocol caught my attention in a different way. Not because it sounds revolutionary, but because the problem it is trying to address actually exists.
The idea of creating infrastructure around AI-driven strategies and automated trading is not as flashy as people might think. In fact, it is kind of boring, and maybe that is a good thing. Infrastructure rarely gets people excited. Nobody brags about plumbing until the pipes stop working. Crypto has spent years building applications while sometimes forgetting that the foundation underneath them still has plenty of weaknesses.
Automated trading is nothing new. Bots have existed for years, and people have been trying to remove emotion from investing for almost as long as markets have existed. AI simply adds another layer to that process. It can analyze more information, react faster, and potentially improve decision-making. But speed does not automatically create wisdom. AI can also make mistakes much faster than humans can. That is the part that worries me.
People throw around terms like autonomous agents as if trust magically appears because software is involved. Let’s be real. Trust is probably the hardest thing to build in crypto. Every cycle reminds us that code is written by humans, and humans are far from perfect. Even well-audited systems have failed before. Adding AI into that equation introduces another layer of uncertainty because these systems are not always predictable. Sometimes they produce brilliant results. Sometimes they confidently make terrible decisions.
That is why I understand the motivation behind Newton Protocol. If AI is going to interact with blockchain networks in meaningful ways, there probably does need to be infrastructure that focuses on security and reliable execution. That sounds far less exciting than promises of overnight wealth, but it is also far more believable.
Still, solving a real problem is only half of the story. Adoption has always been crypto's biggest challenge. Building technology is difficult enough. Convincing developers, traders, and businesses to change their existing habits is even harder. Plenty of technically impressive projects have faded into irrelevance simply because nobody showed up to use them. Good engineering does not guarantee a thriving ecosystem.
Then there is the unavoidable token question. Every crypto project eventually reaches the point where people ask whether the token actually has a meaningful purpose or whether it mainly exists because raising capital without one is much harder. I do not know where NEWT ultimately lands on that spectrum. Maybe it becomes an important part of securing the network and aligning incentives. Maybe it ends up feeling unnecessary. Crypto has given us examples of both, so I think it is fair to remain cautious instead of assuming either outcome.
What also stands out to me is how difficult it will be to build confidence around AI itself. Outside of crypto, people are already debating whether AI systems can be trusted with important decisions. Inside crypto, where money moves instantly and mistakes can become permanent, that conversation becomes even more complicated. It is one thing to let AI recommend a movie. It is another to let it influence financial strategies involving real assets.
After spending enough time in this industry, I have learned that the loudest narratives usually deserve the most skepticism. That does not mean every new project is destined to fail. It simply means history has earned the right to make us ask uncomfortable questions before celebrating ambitious ideas.
Newton Protocol sits somewhere in that uncomfortable middle ground for me. I cannot dismiss the problem it is trying to solve because secure infrastructure for AI-powered automation feels increasingly relevant. At the same time, I cannot ignore how many projects have promised elegant solutions only to discover that building technology is much easier than building trust.
Maybe it works, maybe it doesn't. Honestly, I think that is the healthiest mindset to have. Crypto does not need more blind believers, and it probably does not need more cynical critics either. It needs people willing to look beyond the marketing, question the assumptions, and judge projects by what they eventually deliver instead of what they promise. Newton Protocol has an interesting idea in front of it, but like everything else in this industry, the real test begins long after the excitement fades.
@NewtonProtocol #Newt $NEWT

Sinceramente, não sei quantas histórias/criativos sobre cripto eu ainda estou suposto a ficar animado.
Parece que a cada poucos meses a indústria descobre uma nova palavra da moda, coloca isso dentro de um token e diz a todo mundo que esse é o futuro. Primeiro foram as ICOs. Depois a DeFi. Depois os NFTs. Depois o metaverso. Agora é tudo IA. Pelo que parece, todo projeto tem uma camada de IA, agentes de IA, infraestrutura de IA, automação por IA, IA disso e IA daquilo. Em algum momento, ficou difícil separar ideias genuínas de marketing criativo.

I don't know if it's just me getting older in crypto, but somewhere along the way I stopped getting excited every time a new token appeared. There was a time when every launch felt like the beginning of something huge. Every whitepaper promised a financial revolution. Every influencer somehow managed to discover "the next big thing" three times a week. Every roadmap looked like science fiction written by someone who had never shipped a product before.
After enough market cycles, though, the excitement starts wearing thin.
We've watched billion-dollar narratives disappear almost overnight. We've watched "Ethereum killers" quietly become footnotes. We've watched NFTs go from changing digital ownership forever to becoming profile pictures nobody wanted to admit they bought. Then came the metaverse. Then came modular blockchains. Now it's AI. Every second project suddenly has artificial intelligence somewhere in its description, whether it actually needs it or not.
Honestly, crypto has become incredibly good at selling future possibilities while quietly ignoring present realities.
That's why I usually approach projects like Newton Protocol with a healthy amount of skepticism instead of excitement.
The first reaction is almost automatic now.
Another protocol.
Another token.
Another AI angle.
Another promise that this layer, this infrastructure, this marketplace, or this network will somehow fix everything the last generation couldn't.
Maybe that's unfair.
Maybe it's just experience talking.
Either way, that's where my head goes before I even start reading.
Once I looked beyond the marketing, though, I realized Newton Protocol is at least trying to deal with a problem that actually exists. That immediately makes it more interesting than projects trying to invent problems just so they can sell a solution.
Crypto is becoming increasingly automated.
Trading bots never sleep.
Yield strategies move funds faster than humans can react.
Smart contracts execute exactly what they're told, even when what they're told turns out to be a terrible idea.
Now AI agents are entering the picture as well. People are talking about autonomous wallets, automated investment strategies, AI assistants capable of managing digital assets, and software making financial decisions without constant human involvement.
That sounds exciting until you stop for a second and think about what could possibly go wrong.
Because we've already seen what happens when automation goes unchecked.
Smart contracts have been exploited.
Bridges have collapsed.
Trading bots have created flash crashes.
Protocols have lost hundreds of millions because one assumption turned out to be wrong.
Adding AI into that environment doesn't magically remove risk.
If anything, it creates entirely new kinds of risk.
That's where Newton Protocol caught my attention—not because it claims AI will solve everything, but because it seems more focused on controlling what automated systems are actually allowed to do.
That sounds boring.
And honestly...
Maybe boring is exactly what crypto needs.
Infrastructure almost never becomes the headline.
Nobody opens YouTube because someone invented slightly better plumbing.
Nobody tweets excitedly about authorization layers or transaction policies.
People want memes.
People want moon charts.
People want overnight millionaires.
Infrastructure is invisible when it works.
It's only noticed after something breaks.
That's why I find this category strangely interesting.
Not because it's exciting.
Because it's necessary.
Of course, necessity alone doesn't guarantee success.
Crypto history is full of projects that solved real problems but never achieved meaningful adoption.
Being technically correct isn't enough.
You also have to convince developers to integrate it.
You have to convince businesses to trust it.
You have to convince users that adding another layer actually makes their lives easier instead of more complicated.
That's the part that worries me.
Technology is often the easy part.
Changing behavior is much harder.
Newton Protocol seems to assume that future on-chain finance will involve far more autonomous software than humans manually clicking buttons.
Maybe that's true.
Maybe in five years most decentralized finance interactions happen through AI assistants instead of people staring at dashboards.
Or maybe users simply don't trust machines to move their money.
Let's be real...
People barely trust humans with their money.
Expecting everyone to trust AI is an even bigger leap.
We've already seen language models confidently generate incorrect information while sounding completely certain.
Imagine that confidence being attached to financial decisions.
That should make anyone uncomfortable.
Supporters will argue that Newton isn't asking AI to replace security.
They're trying to build systems that restrict what AI can actually do.
Fair enough.
That distinction matters.
But implementation matters even more.
Good ideas don't automatically become reliable systems.
Crypto has repeatedly demonstrated that.
Some of the smartest engineers in the industry have shipped protocols that later lost enormous amounts of money.
Not because they lacked intelligence.
Because real-world complexity eventually found a weakness.
That possibility never disappears.
Then there's the token.
There's always a token.
I don't automatically dislike project tokens anymore because plenty of networks genuinely require economic incentives.
But experience has also taught me that token utility often sounds much stronger during launch presentations than it does two years later.
Governance.
Staking.
Rewards.
Security.
Participation.
We've heard those words thousands of times.
Sometimes they matter.
Sometimes they become little more than explanations people repeat because they need the token to have a purpose.
I'm not saying NEWT falls into either category yet.
I'm saying the burden of proof always exists.
If the protocol succeeds, does the token naturally become valuable because it's genuinely required?
Or does the protocol succeed while users barely think about the token itself?
Those are two very different outcomes.
Crypto investors sometimes forget that.
Markets don't.
Another thing I appreciate is that Newton isn't trying to convince everyone that decentralization alone solves every problem.
That's a refreshing change.
For years the industry acted as though removing intermediaries automatically created perfect systems.
Reality turned out to be far messier.
Compliance still matters.
Risk management still matters.
Identity still matters in certain situations.
Permissions still matter.
Most mature financial systems have guardrails for a reason.
Crypto spent years pretending those guardrails were unnecessary.
Then hacks kept happening.
Then scams kept happening.
Then users kept losing money.
Eventually the conversation shifted.
Slowly.
Reluctantly.
Projects started acknowledging that maybe some level of policy enforcement isn't the enemy after all.
That doesn't mean sacrificing decentralization.
It means recognizing that real financial systems need more than optimism.
They need accountability.
Even so, I don't think Newton Protocol gets a free pass simply because the problem is real.
Execution will determine everything.
Developer adoption.
Security.
Reliability.
Whether the rules remain transparent.
Whether the system actually becomes easier to integrate than existing alternatives.
Whether people are willing to depend on another layer sitting between users and their transactions.
Those questions don't have obvious answers today.
Maybe they will eventually.
Maybe they won't.
That's the uncomfortable part about evaluating infrastructure.
Unlike consumer apps, you can't measure success with downloads or social media engagement.
Infrastructure succeeds quietly.
Sometimes years after people stopped paying attention.
And failure usually arrives just as quietly.
Crypto culture tends to reward the loudest projects.
The ones with the biggest marketing budgets.
The biggest communities.
The biggest promises.
Newton doesn't strike me as that kind of project.
Whether that's an advantage or a disadvantage remains to be seen.
Maybe staying relatively grounded helps them build something useful.
Maybe it simply means fewer people notice they exist.
Both outcomes are possible.
After spending enough years watching this industry, I've become far less interested in revolutionary narratives and far more interested in boring questions.
Does this actually solve something?
Will people continue using it when incentives disappear?
Can it survive real market stress?
Can it survive human greed?
Can it survive bad actors?
Can it survive crypto itself?
Those questions matter infinitely more than viral announcements or trending hashtags.
So where do I land on Newton Protocol?
Honestly, somewhere in the middle.
I'm not convinced.
I'm not dismissing it either.
I think the problem they're trying to address is genuine, especially as automated finance and AI continue finding their way into blockchain ecosystems.
I also think solving that problem is much harder than simply describing it.
Crypto has a habit of making difficult engineering problems sound inevitable.
Reality usually has other plans.
Maybe Newton becomes one of those invisible pieces of infrastructure people rely on without thinking much about it.
Maybe it never reaches that point.
Maybe AI-driven finance grows exactly the way people expect.
Maybe users decide they'd rather stay in control themselves.
I don't know.
And after enough years in crypto, I've become surprisingly comfortable admitting that.
Sometimes uncertainty is the most honest opinion you can have.
In an industry overflowing with certainty, that's probably worth more than another confident prediction.
@NewtonProtocol #Newt $NEWT