Web3 & DeFi — April 2026

The first data collaboration works. Then your AI roadmap asks for ten more.

One partnership took long enough that everyone forgot how it started – legal, compliance, integration, security review. The model trained, the results were good, and everyone moved on. Then the product team came back with more ideas.

Every new partnership becomes its own project – not just operationally, but technically. Even with the same partners, nothing carries over. A new use case means new rules, new pipelines, new approvals. The environment gets rebuilt from scratch.

And the environment itself doesn't stay fixed. What starts as a well-defined setup quickly grows – participants, data, objectives, rules, infrastructure – and becomes impossible to standardize or reuse.

▸ No neutral ground A global FMCG brand – selling through multiple retail chains – wants to build audience models across three competing retailers. Each retailer sees part of the customer journey. The brand sees patterns across all of them. The value is in combining those views.

They need a shared environment – somewhere all four can bring data without exposing it to each other. But someone has to run that environment. And whoever runs it controls the execution – whether they can see the data or not.

No retailer will use a competitor’s infrastructure. No one agrees on a neutral third party. So they negotiate. And negotiate. Sometimes they never get there. The model never gets built. But even when they do – it works once. It doesn’t scale.

▸ Late to the party Another version of the same problem. A fourth organization wants to join six months in. In the old model, that becomes everyone’s problem – new agreements, integrations, security reviews. Or they just don’t join at all.

The value is real. Getting there doesn’t scale.

This is Problem #3 of 4. The Scale Problem.

Super Swarm creates one environment all participants can join – a single trust domain that spans infrastructure, for any use case, at any stage.

Each organization stays on its own infrastructure. Data isn’t shared between participants – it only enters the sealed environment for execution and never becomes visible to or controlled by anyone else.

A new organization joins – whether they run on AWS, Azure, GCP, private cloud, or their own infrastructure. It doesn’t matter. Same rules. Same verification. No custom integration. No separate agreements.

To the workload, it’s one environment – without being tied to where it runs or who operates it. Adding a participant doesn’t create a new project – it extends what already exists.

That’s what makes it scale.

Problem #3 of 4. Next: The trust domain now spans every infrastructure, every organization. But what happens when AI agents start operating across it at machine speed – and access has to be granted and enforced without human involvement?

Wallet in Telegram is hiring!

Wallet in Telegram is looking for a Head of Data Engineering to lead and scale its data platform, driving architecture, reliability, and AI-powered data capabilities.

In this role, you will lead the Data Engineering team, define platform strategy, build scalable data pipelines and infrastructure, implement data governance and quality standards, and partner cross-functionally to enable teams with reliable, self-service data.

You can find more details about the job opening and apply here: https://jobs.ton.org/companies/wallet-2/jobs/76533912-head-of-data-engineering#content

We invite builders to post vacancies in the TON Jobs channel. To do this, please write to us here @tonjobs_support

For concerns regarding any job posting on jobs.ton.org, kindly reach out to the same handle shared above

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Banteng Lari Daily Newsletter 📰

🗓️ Rabu, 29 April 2026

🗞️ Berita Crypto Terbaru

- None

🏢 Project Updates

- ZetaChain menghentikan transaksi lintas rantai setelah serangan terhadap kontrak pintar. - DeFi United mengungkap rencana untuk memulihkan rsETH setelah eksploitasi Kelp DAO senilai $292 juta

🚀 Project Launch

- [Capsius] Live on Base - [Markets App] Live - [Tulpea] Today on MegaETH

💎 Project Baru

- [AI] Fusion - Small - [Bitcoin Options] Isometric

🪂 Rekomendasi Airdrop

- [Pharos Network] Incentivized  Testnet - [Hylo] Retro modal $5

Grup Diskusi | Twitter | Tiktok | Instagram | Youtube

'Kagurabachi' Author Comment:

"I can't wait to see how the animation turns out! Definitely a must-watch!"

@AnimeCrunch

SOC 2 doesn't answer the question that kills the deal.

An enterprise company is evaluating an AI vendor. The demo went well. The use case is clear – processing sensitive contracts and financial records. The price works. And then, one question comes up:

If something changes on your end, or your provider's – what happens to our data?

The vendor points to their SOC 2 certification and their contract with the infrastructure provider. The customer's legal team reads it carefully. It explains how access is managed and what happens if something goes wrong. But it doesn’t define what is technically enforced at runtime – if anything is.

The question behind the question: 🔹 who can access your data at runtime 🔹 who can change how it’s processed 🔹 whether safeguards can be bypassed

Those are questions of enforcement – not just process. The deal goes on hold. Legal gets involved. Months pass. Nothing moves.

The problem isn’t security. It’s control at execution time. This is Problem #2 of 4. We call it the Control Problem.

Super Swarm answers those questions at the level where they matter – execution, not policy.

The encryption keys protecting your environment are generated inside secure hardware on your infrastructure – wherever it is – and never leave it. No copy exists – not with the infrastructure provider, not with us. The code is fully inspectable and runs on standard Kubernetes – your existing stack works without modification. Your infrastructure decisions outlast any vendor relationship.

The system that removes your dependency on partners is itself designed so you never depend on us either.

Problem #2 of 4. Next: you've solved trust between parties and you're not dependent on any single vendor. But what happens when you need to scale across dozens of organizations – all on different infrastructure?

The Open Platform (TOP) is hiring!

TOP is looking for a Senior QA Engineer to strengthen product quality across multiple products within TON Tech.

In this role, you will perform hands-on manual testing, define and improve QA processes, and work closely with technical teams to ensure reliable releases and proactive quality assurance across the development lifecycle.

You can find more details about the job opening and apply here: https://jobs.ton.org/companies/the-open-platform-2/jobs/73943944-senior-qa-engineer#content

We invite builders to post vacancies in the TON Jobs channel. To do this, please write to us here @tonjobs_support

For concerns regarding any job posting on jobs.ton.org, kindly reach out to the same handle shared above

🚀 Big things are coming to Pixudi! We're busy rolling out new updates, so you might experience some minor glitches for now. Don't worry - it's all part of the upgrade! 🛠 ️ Stay tuned! Updates in Progress... 🔥🌑 #Pixudi #Web3Gaming #GameDev

What Changed in the Last 30 Years? (since 1990)

Diseases or Disorders and Their Increase Rates:

▪️ ADHD (Attention-Deficit/Hyperactivity Disorder): 819% increase

▪️ Alzheimer’s Disease: 299% increase

▪️ Autism: 2,094% increase

▪️ Bipolar Disease in Youth: 10,833% increase

▪️ Celiac Disease: 1,111% increase

▪️ Chronic Fatigue Syndrome: 11,027% increase

▪️ Depression: 280% increase

▪️ Diabetes: 305% increase

▪️ Fibromyalgia: 7,272% increase

▪️ Hypothyroidism: 702% increase

▪️ Lupus: 787% increase

▪️ Osteoarthritis: 449% increase

▪️ Sleep Apnea: 430% increase

Join https://t.me/DanScavino17

NEW ZOOMERSLOP VIDEO

The complete history of the early years of Rhodesia's independence, the early bush war, the three attempts to negotiate with Britain to secure legal independence and so much more.

All of Rhodesian history from 1965-1972, follow up coming very soon to take us through the rest of Rhodesia's existence!

All patriots must shill

https://zoomerhistorian.substack.com/p/rhodesia-the-defiant-years-1965-1972

⁣🤖 AI in Italia corre veloce, ma senza regole il rischio aumenta

L’adozione dell’intelligenza artificiale in Italia sta crescendo rapidamente, con un mercato che ha raggiunto circa 1,8 miliardi di euro e un aumento significativo dei progetti attivi nelle aziende. Sempre più imprese stanno integrando strumenti di AI nei propri processi, spinte da efficienza e innovazione.

Il problema è che questa crescita non è accompagnata da una governance adeguata: solo una piccola parte delle aziende dispone di processi strutturati per gestire rischi, sicurezza e conformità. In molti casi mancano policy chiare, responsabilità definite e controlli efficaci, creando un gap pericoloso tra utilizzo e controllo.

Senza una strategia solida, l’AI può introdurre criticità come bias nei modelli, uso improprio dei dati e vulnerabilità operative, oltre al fenomeno della “shadow AI”, dove strumenti vengono usati senza supervisione. Il vero punto non è più adottare l’intelligenza artificiale, ma farlo in modo sicuro, trasparente e conforme alle normative europee.

🔗 Fonte: Logotel

#AI #IntelligenzaArtificiale #Italia #AIGovernance #Cybersecurity #Innovazione #TechNews #DataProtection #DigitalTransformation

✍🏻 @DeepWebITA 👥 @DeepWebITAGroup

“Pain isn’t a Gabapentin deficiency—though it’s often treated as if it were.”

На днях взломали протокол KelpDAO в результате вывели 116 500 ETH на сумму около $293 млн.

Новость хорошо иллюстрирует уровень риска в децентрализованных финансах будущего. Итак:

— То есть ты застейкал свой Ethereum, чтобы получать доход? — Да, Дэйв.

— Но ты не хотел, чтобы капитал был залочен, поэтому использовал ликвидный стейкинг через Lido? — Всё так, Дэйв.

— И Lido выдал тебе ликвидный токен-расписку stETH? — Да, Дэйв.

— Но тебе показалось этого мало, и ты решил увеличить доходность, задепозитив stETH в протокол рестейкинга EigenLayer? — Верно, Дэйв.

— Но и этого оказалось недостаточно, поэтому ты пошёл дальше — использовал ликвидный рестейкинг через KelpDAO и получил ещё один токен-расписку на расписку— rsETH? — Именно, Дэйв.

— но и этого тебя показалось мало и ты занёс токен расписку расписки rsETH в протокол кредитования Aave, открыл леверидж-позицию, занял ETH под залог rsETH, снова застейкал его в rsETH и зациклил эту схему? — Да, Дэйв.

— Но потом выяснилось, что rsETH использует кроссчейн-мост LayerZero, безопасность которого держится «на зубочистке», его взломали rsETH стал недообеспеченным, позиции застряли и перестали приносить прибыль, а участники начали перекладывать ответственность друг на друга. — Абсолютно верно, Дэйв.

— И всё это называется «серьёзная индустрия DeFi». — На 100% верно, Дэйв.

Схема надежная, как швейцарские часы.

Bastard ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━✦ ❍ 𝙏𝙔𝙋𝙀 : #Mᴀɴʜᴡᴀ ✰ 𝘼𝙑𝙀𝙍𝘼𝙂𝙀 𝙍𝘼𝙏𝙄𝙉𝙂 : 85% ⊜ 𝙎𝙏𝘼𝙏𝙐𝙎 : #Cᴏᴍᴘʟᴇᴛᴇᴅ ➩ 𝘾𝙃𝘼𝙋𝙏𝙀𝙍𝙎 : 93 ☉ 𝙂𝙀𝙉𝙍𝙀𝙎 : Horror, Romance, Drama, Slice of Life ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━✦ ➥ 𝗦𝗬𝗡𝗢𝗣𝗦𝗜𝗦: There is nowhere that Seon Jin can find solace. At school, he is ruthlessly bullied due to his unsettlingly quiet nature and weak appearance. However, this is not the source of Jin's insurmountable terror: the thing that he fears more than anything else is his own father.To most, Jin's father is a successful businessman, good samaritan, and doting parent. But that is merely a facade; in truth, he is a deranged serial killer—and Jin is his unwilling accomplice. For years, they have been carrying out this ruse with the police being none the wiser. However, when his father takes an interest in the pretty transfer student Yoon Kyun, Jin must make a decision—be the coward who sends her to the gallows like all the rest, or be the BASTARD of a son who defies his wicked parent. ╰────────────────────────────────╯

What Changed in the Last 30 Years? (since 1990)

Diseases or Disorders and Their Increase Rates:

▪️ ADHD (Attention-Deficit/Hyperactivity Disorder): 819% increase

▪️ Alzheimer’s Disease: 299% increase

▪️ Autism: 2,094% increase

▪️ Bipolar Disease in Youth: 10,833% increase

▪️ Celiac Disease: 1,111% increase

▪️ Chronic Fatigue Syndrome: 11,027% increase

▪️ Depression: 280% increase

▪️ Diabetes: 305% increase

▪️ Fibromyalgia: 7,272% increase

▪️ Hypothyroidism: 702% increase

▪️ Lupus: 787% increase

▪️ Osteoarthritis: 449% increase

▪️ Sleep Apnea: 430% increase

Join https://t.me/DanScavino17

Внезапно оказалось, что технологии - привелегия, недоступная людям с неправильным паспортом по мнению прогрессивных леваков из силиконовой долины.

Вслед за ограничением новой модели, антропик решил начать измерять черепа требовать паспорт и покрутить лицом .

Вот почему должно быть множество умных моделей в том числе и децентрализованных.

You will accomplish

Everyone always talks about what they'll accomplish in years.

Accomplishment is always some big thing years away.

“In one year, I will accomplish X”.

"In three years, I will be Y".

They always put space between themselves and the outcome.

It's all they talk about.

You keep telling yourself you'll be rich in X years.

You keep telling yourself you will be strong, smart, with a beautiful loyal woman by your side.

You don't realize that you only talk about the future to rationalize your brutal laziness of today.

Why don't you start focusing on TODAY?

What will you accomplish TODAY?

What will you get done TODAY?

TODAY.

Stop talking and thinking about all the cool things you'll be doing in the future.

Start talking about what you are going to do TODAY.

You won't become remarkable any other way.

Your actions today define your future.

Talk won't make your dreams real.

Only action will.

You will accomplish

Everyone always talks about what they'll accomplish in years.

Accomplishment is always some big thing years away.

“In one year, I will accomplish X”.

"In three years, I will be Y".

They always put space between themselves and the outcome.

It's all they talk about.

You keep telling yourself you'll be rich in X years.

You keep telling yourself you will be strong, smart, with a beautiful loyal woman by your side.

You don't realize that you only talk about the future to rationalize your brutal laziness of today.

Why don't you start focusing on TODAY?

What will you accomplish TODAY?

What will you get done TODAY?

TODAY.

Stop talking and thinking about all the cool things you'll be doing in the future.

Start talking about what you are going to do TODAY.

You won't become remarkable any other way.

Your actions today define your future.

Talk won't make your dreams real.

Only action will.

You will accomplish

Everyone always talks about what they'll accomplish in years.

Accomplishment is always some big thing years away.

“In one year, I will accomplish X”.

"In three years, I will be Y".

They always put space between themselves and the outcome.

It's all they talk about.

You keep telling yourself you'll be rich in X years.

You keep telling yourself you will be strong, smart, with a beautiful loyal woman by your side.

You don't realize that you only talk about the future to rationalize your brutal laziness of today.

Why don't you start focusing on TODAY?

What will you accomplish TODAY?

What will you get done TODAY?

TODAY.

Stop talking and thinking about all the cool things you'll be doing in the future.

Start talking about what you are going to do TODAY.

You won't become remarkable any other way.

Your actions today define your future.

Talk won't make your dreams real.

Only action will.

💎 Animoca Brands is hiring! 💎

Animoca Brands is a Web3 leader that leverages blockchain to deliver digital property rights to consumers around the world to help to establish the open metaverse.

Position: Financial Reporting

🕒 Full Time - 📍 On site

Position based In Hong Kong 🌍

Share this opening with your friends by clicking on the arrow on the right 👉

What Changed in the Last 30 Years? (since 1990)

Diseases or Disorders and Their Increase Rates:

▪️ ADHD (Attention-Deficit/Hyperactivity Disorder): 819% increase

▪️ Alzheimer’s Disease: 299% increase

▪️ Autism: 2,094% increase

▪️ Bipolar Disease in Youth: 10,833% increase

▪️ Celiac Disease: 1,111% increase

▪️ Chronic Fatigue Syndrome: 11,027% increase

▪️ Depression: 280% increase

▪️ Diabetes: 305% increase

▪️ Fibromyalgia: 7,272% increase

▪️ Hypothyroidism: 702% increase

▪️ Lupus: 787% increase

▪️ Osteoarthritis: 449% increase

▪️ Sleep Apnea: 430% increase

Join https://t.me/ShadowCohen

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#CardChain #TripleC #CryptoRewards #DeFi #CLC

Aloha, fellow wagecucks!

HR is a hard and predatory business, so with this channel we aim to connect companies and potential employees who are more likely to already have some joint warm connections in the 🦞 ecosystem.

• Only known projects’ job listings will be posted here, otherwise we would get flooded with scam postings with fake zoom links… you know how it goes. That happened before, was a useless exercise for everyone, so no more. Whether a project is late stage or early stage, doesn’t matter, but we need to be able to vet you somehow (so find someone who can do that for you). Send your job posting message in the format like you see all the other posts above in this channel (name/position/salary/skills/remote/etc. regular information) to @ivangbi in DMs and then ping him to forward your message here. Done, simple!

• When potential hires want to apply for your listing, your job is to check whether you at least have mutual chats with that person where they are active. If you don’t find such, who knows, it might as well be a bot responding to your post or a north korean hacker. The internet is a dark forest these days, so you gotta filter all this yourself.

• If you are in lobsterdao kingdom (info is in @lobsterdao on what it is), you can post your project open role or your individual candidacy - that's open and encouraged. Don't do that in the main @lobsters_chat, that's an immediate permamute.

If you want to check more real HR boards where teams take care of these things, here is a list for you: @jobstash, cryptojobs, @Vamivacancies, web3 career, and a few other ones open online (didn't vet all of these). In this channel, we just hope to serve the community and connect potential distantly-familiar people to start off with some level of trust from the get-go. Good luck!