Shehryar Shah g

Honestly, I don't know when crypto became so exhausting.
Every few months the industry finds a new word to obsess over. First it was DeFi, then NFTs, then the metaverse, then layer 2s, then Real World Assets, and now everything has AI attached to it. Suddenly every project is building "autonomous agents," every founder is talking about machine intelligence, and every influencer somehow finds another reason to tell everyone they're still early. I've been around long enough to know how these stories usually end. The marketing gets louder, the timelines get filled with impossible promises, the token launches, people argue for a few weeks, and then the next narrative arrives before the previous one even had a chance to prove itself.
Maybe that's just how crypto works now.
After enough market cycles, you naturally become skeptical. Not because innovation stopped happening, but because the hype machine became much faster than the actual products. We've reached a point where it's easier to raise excitement than it is to build something people genuinely use. That's probably why I don't get excited anymore every time I see another AI project. My first reaction isn't curiosity. It's usually, "Alright... what's the catch?"
That was more or less my reaction when I started looking into Newton Protocol.
The name itself doesn't really tell you much, and that's probably fine. What caught my attention wasn't that it mentioned AI. Everyone mentions AI now. It was the problem it was trying to solve that felt surprisingly grounded. Instead of pretending AI will magically replace traders or developers, Newton seems more focused on something much less glamorous—making automated decisions on-chain safer and easier to control.
And let's be real, that's actually a real problem.
People are becoming increasingly comfortable letting software move money for them. Trading bots already do it. Yield strategies already do it. Smart wallets are becoming more common. AI agents are slowly entering the conversation as well. Everyone wants automation because automation never sleeps. The problem is that automation also never hesitates. If something goes wrong, it can go wrong very quickly.
Crypto has already given us enough painful reminders about what happens when code behaves differently than people expected. Exploits, hacks, faulty smart contracts, broken bridges, drained vaults... we've seen enough disasters to know that "trust the code" isn't always the comforting sentence people think it is.
That's where Newton starts becoming a little more interesting.
Instead of asking people to blindly trust AI or automated strategies, it asks a much more practical question. How do you control what those systems are allowed to do before they touch real assets?
It's not the kind of question that creates viral Twitter threads.
It's infrastructure.
And infrastructure is boring.
But boring isn't always bad.
In fact, some of the most important parts of crypto are incredibly boring. Nobody gets excited about security layers, verification systems, authorization rules, or transaction policies until something breaks. Then suddenly everyone wishes they had paid more attention.
Newton feels like it's trying to live in that boring category.
That doesn't make it exciting.
It makes it potentially useful.
There's a big difference.
Still, that's also where my skepticism kicks in.
Crypto has no shortage of projects solving problems that technically exist but don't actually attract users. Building good infrastructure is one thing. Convincing developers to integrate it is something completely different. History is full of protocols that looked brilliant on paper and ended up sitting quietly because nobody wanted another dependency in their stack.
That's the part that worries me.
Technology doesn't win simply because it's better.
Sometimes it wins because it's easier.
Sometimes it wins because everyone else is already using it.
And sometimes the better technology simply disappears because the market moved on before anyone noticed.
Newton could easily end up facing that challenge.
Another thing I keep thinking about is the AI angle itself.
People love saying AI as if it's automatically trustworthy.
It isn't.
AI makes mistakes.
AI hallucinates.
AI follows patterns it doesn't fully understand.
That's perfectly acceptable when you're asking it to summarize a document or write an email. It's a completely different story when you're asking it to move financial assets on-chain.
I actually appreciate that Newton doesn't seem to ignore this issue. Instead of assuming AI should have unlimited freedom, it leans more toward controlling what automated systems can actually do. That feels much more realistic than pretending algorithms never make bad decisions.
Maybe that's the more mature direction for AI in crypto.
Not replacing human judgment.
Adding boundaries around automated judgment.
Of course, none of that answers the biggest question.
Will people actually use it?
That's always the question.
Crypto users like talking about security, but they also like convenience. Developers like flexibility, but they also hate unnecessary complexity. Institutions like compliance, but they move painfully slowly. Trying to satisfy all three groups at the same time is incredibly difficult.
Maybe Newton manages it.
Maybe it doesn't.
I genuinely don't know.
Then there's the token.
Whenever I see a new protocol launching with its own token, I automatically ask myself whether the token exists because the protocol genuinely needs it or because that's simply what crypto projects do.
Sometimes the answer is obvious.
Sometimes it isn't.
NEWT has functions inside its ecosystem, which at least gives it more purpose than projects where the token exists almost entirely for speculation. But having utility on paper isn't the same thing as creating lasting demand. Crypto has taught us that lesson over and over again. Plenty of tokens had impressive diagrams explaining their role in the ecosystem. Very few ended up becoming indispensable.
That's not criticism aimed specifically at Newton.
It's criticism aimed at crypto itself.
We've become very good at creating economic models.
We're much less consistent at creating products people refuse to live without.
Despite all that skepticism, I can't say Newton feels like another meaningless AI buzzword project.
It actually seems to be addressing a genuine issue.
If automated finance continues growing—and it probably will—then somebody has to build the guardrails. Somebody has to think about permissions, verification, policies, and accountability before autonomous systems start handling larger amounts of value.
None of that sounds exciting.
Honestly, it shouldn't.
The most valuable infrastructure is usually invisible.
People don't celebrate it.
They simply notice when it's missing.
I'm still cautious.
Years in crypto have taught me that caution usually ages better than excitement. I've watched too many narratives explode overnight only to disappear just as quickly. I've learned that polished presentations don't guarantee adoption, ambitious roadmaps don't guarantee execution, and clever ideas don't guarantee users.
Newton still has plenty to prove.
It has to convince developers.
It has to convince businesses.
It has to convince an industry that often prefers speed over safety.
That's a difficult challenge.
But at least it's trying to solve a problem that feels real instead of inventing one just to justify another token.
Maybe it works.
Maybe it doesn't.
Honestly, I'm comfortable admitting I don't know.
After enough years in crypto, certainty becomes the rarest asset of all.
@NewtonProtocol #Newt $NEWT

正直なところ、もう新しい暗号資産のプロジェクトが出てきても、毎回ワクワクするところまで来てしまいました。同じような流れで何度も市場のサイクルを見ていると、そういうことが起きるのかもしれません。名前は変わり、ロゴはより洗練され、ウェブサイトは整っていきます。あとは、バズワードも進化する。でも、リズムはめったに変わりません。あるシーズンはみんなDeFiのことを話し、次にNFTが未来になると言われ、その次はメタバースが避けられないものだとされ、そして今ではほとんどすべてにAIが付いています。どこかで人工知能に触れていないプロジェクトだと、ローンチする前から時代遅れに感じてしまうくらいです。

正直なところ、暗号資産がこんなにも速く動くのを見たことはないのに、なぜか同じ場所に立ち尽くしているような感覚にもなります。サイクルごとにそれぞれ独自の流行語があり、独自の英雄がいて、そして「今回はすべてが違う」と約束してくれます。数年前は、新しいトークンが銀行を置き換えるはずでした。次はNFTが所有権を再定義することになる、と。さらにその後はメタバースになり、そして今ではAIがあらゆる会話を席巻しています。SNSを10分スクロールするだけで、どのプロジェクトもAIを作っているし、どの創業者も自律エージェントについて語っていて、そしてどのインフルエンサーも、どういうわけか他の誰より先に「画期的な」チャンスを見つけたような顔をしています。

正直、暗号資産はもうしばらくの間ずっと疲れさせられています。
コインが多すぎる、”エコシステム”が多すぎる、人の話題で満ちたスレッドも多すぎる。グラデーションの入ったロゴと、ベスティング（権利確定）スケジュール付きのトークンを見つけたからといって、ファイナンスの最終形を発見したかのように語る人たちで埋め尽くされている。サイクルのたびに同じパレードが来るのです。新しい物語、同じ投機、違う衣装。最初はDeFi。次はNFT。次は「次の10億人のユーザー」。そしてもちろんAIです。さらにもう1つ頭文字の略語を追加した瞬間、誰もがDiscordサーバーの中で「未来が到来した」とでも言わんばかりの振る舞いを始める。

正直に言うと、暗号資産業界が、物語を売ることだけはこれほど上手くて、完結させることはこれほど下手だというのを、これまでに見たことがない気がします。毎サイクルが妙に見覚えのある感じなんです。新しい物語が出てきて、みんながそれを早速Twitterの自己紹介欄に入れたがり、YouTubeのサムネイルは突然全部同じように見え、気づいたときには、インターネットを作り変えると約束するプロジェクトが何百も出てきます。数か月後には、そのほとんどが消え去り、インフルエンサーたちは黙って次のトレンドへ移って、そして誰もが「最後に夢中になっていたこと」はなかったかのように振る舞う。

仮想通貨で私がより懐疑的になったのか、それともただ疲れるようになっただけなのか、わからない。
たぶんどちらも。
十分な市場サイクルを経ると、すべてが聞き覚えのあるものに感じ始める。数か月ごとに、産業を作り替えるとされる別の物語が出てくる。昔はDeFiだった。次にNFT。次にメタバース。次に実世界の資産。今はAIだ。突然、誰かがブロックチェーンのプロジェクトに「AIエージェント」という言葉を付け足しただけで、人類の次の段階に到達したかのように人々が振る舞い始める。
正直、見出しにわくわくすることはやめた。

すべての暗号通貨のサイクルが、テーマを変えただけのリプレイみたいに感じられます。最初はDeFi、次はNFT、そしてメタバース、いまは何もかもに突然AIが付くようになりました。正直に言うと、この業界を何年も見てきた身としては、新しいプロジェクトが未来を作っていると主張するたびに毎回ワクワクするのは難しいです。たいていは違います。意味のあるものを何か届けるずっと前に消えていくことも多いです。
だからこそ、私は健全な懐疑心を持ってNewton Protocolにアプローチしました。AIというレッテルが付いた瞬間、警戒しました。というのも、AIは暗号資産界で最大級のバズワードのひとつになってしまったからです。問題を本当に解決できるからではなく、聞こえが良いからAIを使うプロジェクトがあまりにも多すぎます。

正直、「AI」の問題を解決すると謳うブロックチェーンプロジェクトが次々と出てくるのを見て、もううんざりしてきました。最初はDeFiアプリ、次はレイヤー2、そして今度はAI駆動のトレーディングです。最新のNewton Protocol（NEWT）は、「AI駆動の戦略のための安全なロールアップ、オートメーテッド・トレーディング・システム、そしてAI開発者のためのマーケットプレイス」として売り出されています。なるほど、まさに必要だったのは、また別の暗号通貨のバズワードの組み合わせですね。何年も続いた暗号資産サイクルの中で、期待と過剰な盛り上がり、そして失望を何度も味わってきたせいで、少し目をそらしたくなるのは当然です。どの波も、千個もの新しいトークンと壮大な約束がセットです。「もっと速く、もっと賢く」――そして売り文句には必ずAIが付いて回ります。ですが、塵が落ち着いた後には、たいていのものは静かにしぼんでいきます。正直に言えば、私たちはこの道を何度も通ってきました。「イーサリアムキラー」と呼ばれた数々を覚えていますか？ それとも、私たちを金持ちにすると約束するオンチェーン・ボットの終わりなき行進でしょうか？

正直、何年も暗号資産が同じ感情のジェットコースターを何度も繰り返すのを見ていると、新しい話をいちいち信じるのがだんだん難しくなってきました。1サイクル目はDeFi、次はNFT、次はメタバースのプロジェクト、そしてミームコイン。今ではどうやら、すべてにAIがくっついているらしい。数カ月おきに「すべてを変える」と約束する別のトークンが登場し、別のインフルエンサーが「未来だ」と言い、そして別のコミュニティがまるで歴史が突然止まったかのように振る舞う。正直に言えば、この映画は十分見てきたので、大半の熱狂は、製品が実際にその実力を証明するずっと前に消えていくことを知っています。