Here to build and connect.
Rooftop
Joined November 2025
- Tweets14.9K
- Following1.5K
- Followers2.4K
- Likes73.3K
DUKE retweeted
Keeping up with the news is easy. The hard part is finding a market opportunity within the story. That's an interesting approach from @swaydotfun.
DUKE retweeted
FHE is one of the most interesting technologies behind @primus_labs but understanding how it works is even more important than just knowing the name
It allows data to be processed while remaining encrypted so the original information never needs to be exposed
With primus data is encrypted in the browser stored onchain through a small reference and processed by an external coprocessor without revealing the original values
The result remains encrypted and only authorized addresses can access it with multiple nodes helping verify the computation
One important detail is that the current coprocessor runs inside a TEE while verifiable zkFHE is still under research
This is what makes FHE worth paying attention to privacy and computation can work together without exposing sensitive data
DUKE retweeted
. @rarelistio said it in the same thread where they introduced the platform
we are still early
i keep that line in mind when i write, because season 1 is still active and the live campaign right now is @onlystreetsfun running through nov 17
if this is still the early part of the season, then the posts you make in this window are the ones that set your place on the board
they also said the next wave of campaigns is already lined up, waiting for creators
that is why i am not waiting for later to start caring about rarelist, because early is still the moment that matters
DUKE retweeted
when @rarelistio drop they did not introduce itself as another place to drop links
they said it was a platform built around social contribution, with a familiar way to earn, reimagined
that includes creator campaigns, an inclusive reward system, and different forms of participation
this is what got me to take it seriously, because the work is the post you already wanted to write, and it can count toward the season
season 1 is live, and they have been clear that rarelist runs in seasons.
i am here for that version of earning, where the contribution is the writing itself
@onlystreetsfun is a fun little campaign
DUKE retweeted
The Nucleus campaign ends today, but @vangrid_io isn't slowing down.
The campaign may be over, but the network's real work continues.
Vangrid is moving beyond points and campaign activity. It's already settling real-world data bounties.
Here are a few numbers worth watching:
→ 1.25M+ captures
→ $740K+ in settled USDC
→ 14 pedestrian crossings covered by a settled bounty in Raleigh, including daytime and nighttime captures, curb ramps, tactile pads, and button poles.
What's happening behind the scenes?
→ AI agents can now post bounties.
→ Human contributors capture locations using their phones.
→ 3D ground truth is delivered.
→ Payments are settled in USDC on Base.
→ Faces and license plates are blurred on-device.
This is the part I find interesting.
Physical AI needs accurate, detailed information about the real world. Satellites and conventional mapping fleets often miss small but important details.
Vangrid is collecting that ground-level data through a bounty-based model.
So, the Nucleus campaign ends today.
But the network keeps working.
@vangrid_io | app.vangrid.io
The grid is inevitable
DUKE retweeted
gm legends
one feature i think deserves more attention on @sight_hood is the ability to buy and sell positions in multi-outcome markets.
most people are familiar with simple UP or DOWN predictions, but multi-outcome markets give you more choices.
for example, you could pick from different price ranges for an NFT launch instead of making just one broad prediction.
another detail i find useful is that you don't have to wait until the market settles to exit. you can sell your shares earlier if your view changes or you simply want to close your position.
that adds another layer to the experience. you're not only thinking about which outcome is likely, but also when to enter and when it makes sense to leave.
i think that's an important side of prediction markets that often gets overlooked.
would you rather take an early exit when the market moves in your favour or hold your position until the final result?
🤝 Paid partnership
gm champs
one development i've been following with @sight_hood is its move to an Automated Market Maker (AMM) architecture across its prediction market infrastructure.
for anyone wondering why this matters, here's a simple way to look at it:
traditional order books need buyers and sellers to meet at compatible prices before a trade can happen. AMMs work differently, using liquidity pools and pricing mechanisms to make trading possible.
for Sight, this could mean more flexibility in how markets are created and traded, including markets with multiple possible outcomes instead of the usual UP or DOWN format.
that opens up more possibilities for the kinds of questions people can trade on. it also gives the platform a different foundation as it expands into new prediction markets.
i'm particularly interested in how this change will feel for everyday users. will finding liquidity and trading across different outcomes become easier as the platform grows?
the architecture matters, but the experience people get from it will be what counts.
DUKE retweeted
Early morning vibes, CT!
Happy Weekend Everyone.
@vangrid_io turns ordinary phone videos into verified ground-level 3D data, and people get paid to capture it.
Coffee first. Then the grid.
🤝 Paid partnership
DUKE retweeted
Another Bagel trade win
Trading is all about timing, strategy, and execution.
BTC/USDT Long position showing an impressive +87.46% ROI
Entry: 61,784.2 Exit: 62,432.7
Results like this make the journey even more exciting.
Keep learning. Stay disciplined. Let the strategy speak. @bagel_win
Trade smarter. Win bigger
DUKE retweeted
Good morning, Champs
Why should traders have to choose between control and speed?
That is exactly the trade-off @AlphaX_DEX is trying to address.
Many DEXs prioritize self-custody but can struggle with execution speed. CEXs offer fast execution but require users to trust a centralized platform with their funds.
AlphaX takes a hybrid approach. Your assets remain in audited on-chain smart contracts, while trade matching happens off-chain to improve execution speed.
But there is even more to explore based on my findings.
One account gives you access to:
• Spot trading
• Perpetuals
• TradFi exposure
• Prediction markets
• Copy trading
• Trading bots
• Auto Earn on idle USDT
You can sign up using your email or wallet, with no KYC required for standard access.
What makes this interesting is the attempt to bring different trading experiences together without abandoning on-chain asset custody.
Of course, understand the platform's rules, fees, risks, and product conditions before committing capital.
Whether you are an experienced trader or just getting started, take time to explore and test with small amounts.
Explore AlphaX here:
alphax.com/en-us/activity/t/…
Remember, convenience does not replace risk management. Trade with a plan, protect your capital, and always DYOR.
DUKE retweeted
A phone sitting in a drawer for a year is doing nothing. On Acurast it can do something.
Acurast runs developer apps on a network of real smartphones. When you connect your phone as a Processor, its computing power goes to that network, and you can earn $ACU for it.
Which setup fits you depends on the phone:
→ Spare Android: Processor Core. It turns the phone into a dedicated device, but it needs a factory reset, so use one you are ready to erase and leave running.
→ The phone you use daily: Processor Lite. It works on Android and iPhone, runs when the phone is idle or charging overnight, and your apps and data stay.
Setup is short. Open the Hub, select Add New Device, then on the phone open the app, choose Connect to Hub and scan the QR code.
Earnings depend on your device benchmark and how long it stays online, so I would not expect the same number from every phone.
The Acurast contribution campaign on Nucleus is still running until Dec 12. Phone online time counts toward your rank.
Start here: hub.acurast.com/rebellion?re…
@Acurast
DUKE retweeted
A street sign in Dhaka might mean nothing in Tokyo. Add the right joke and strangers laugh at the same thing.
That's the idea behind @onlystreetsfun .
You take a fresh photo with the in app camera, name it, give it a ticker, and it becomes a coin.
As far as I can tell, no gallery uploads.
I like that it sends people outside to look, instead of scrolling for a meme that's already viral.
What I keep wondering is what keeps people around after the first laugh.
The story, the timing, or a crowd that gets that exact moment?
And if a stranger is in the photo, did they say yes to being a coin?
It hasn't launched yet. @rarelistio has a campaign around it if you want to look closer.
rarelist.io/r/1nxnn__
Good morning 🌞
Anyone can keep a timeline busy. Giving someone a reason to stop scrolling takes a little more work.
Researching a protocol, questioning its claims & explaining what actually matters isn't always quick.
But that's the kind of content I enjoy seeing in Web3.
@rarelistio gives creators a place to put that effort into project campaigns while earning RARS.
I'd rather publish one thoughtful post than five that say almost nothing.
DUKE retweeted
What if the phone in your pocket could become part of the cloud?
That’s the idea behind @Acurast
Instead of relying only on centralized data centers, Acurast connects smartphones around the world to build a decentralized compute network.
Our phones may have a bigger role in the future of technology than we think.
#Acurast #DePIN #AI
DUKE retweeted
Understanding the $MOTES Ecosystem
A project's ecosystem is bigger than its technology. Its economic design also matters.
The $MOTES ecosystem is an important part of the broader vision behind @meetmotes
Its documentation outlines a token-related framework connected to NFT holders, agent fees, and treasury mechanisms.
What makes this worth examining is how these elements could connect different parts of the ecosystem.
NFT ownership represents one layer. AI agents provide the intelligence layer. The token framework introduces an economic dimension to the overall design.
However, there's an important distinction between a proposed model and a fully implemented feature.
Understanding what is planned, what is live, and how each mechanism is intended to work is essential.
A sustainable ecosystem needs more than a token. It needs clear utility, transparent mechanics, and a reason for its components to work together.
DUKE retweeted
Today looks like a good day for another Primus Labs content and today I'll be giving a comprehensive breakdown on the Primus Points campaign and how to position.
If you're looking to farm Primus right now, the first thing you need to understand is that Primus Points is a reputation system built around verifying your identity and activity across different platforms.
Using zkTLS, @primus_labs can verify information from platforms like 𝕏, TikTok, GitHub, Luma, and Spotify without exposing the underlying private data.
so, what do you need to get started?
→ A browser wallet
→ Chrome or another Chromium-based browser
→ The Primus browser extension
→ A small amount of ETH on Base for verification fees and gas
→ Accounts you can actually verify, such as 𝕏, TikTok, GitHub, Luma or Spotify.
From my own experience, you don't need to spend much to get started.
Primus documentation indicates that a zkTLS verification costs roughly 0.000035 ETH, plus a small Base gas fee. If verification fails, the deposited task fee is refunded.
Now, let's get into the actual process.
how to start farming primus points
1. Connect your wallet
Head over to the Primus app and connect the wallet you want associated with your reputation.
Your wallet acts as the link between your activity and your profile.
2. Install the Primus extension
After connecting your wallet, click Enable Extension and install the Primus extension from the Chrome Web Store.
The extension helps generate zkTLS proofs while you're on the relevant platforms.
This is an important part of the verification process, so make sure you complete the setup properly.
3. Complete verification tasks
This is where most of the action begins.
Head to your dashboard, choose an available data source, and click Verify Now.
Depending on what's available, you may see:
→ 𝕏
→ TikTok
→ GitHub
→ Luma
→ Spotify
→ Other supported platforms
For example: 𝕏 verification may require you to follow the Primus account and repost a specified post before generating your proof.
Once verification succeeds, the task should show as completed.
The important thing to understand is that you're not simply clicking buttons for points. You're proving ownership of your accounts or verifying specific activity associated with them.
4. Check the Events section
Don't stop at verification tasks!
Primus also has an Events section where additional activities may become available over time.
Make it a habit to check this section regularly and complete the tasks currently listed on your dashboard.
New opportunities can appear, so checking just once and disappearing isn't the best strategy.
5. Complete your Achievements
Another section you shouldn't ignore is Achievements.
These are additional milestones tied to your activity on the platform.
Think of the process like this:
Verify accounts → Complete activities → Build reputation → Unlock achievements.
Keep in mind that tasks can change, so always follow what's currently available on your dashboard rather than relying entirely on an outdated guide.
Treat your points as a measure of participation and reputation until Primus officially announces the conversion or reward mechanism.
It's always better to understand what you're farming than to make assumptions about future rewards.
Stay tuned for more Primus Labs contents.
s.kaito.ai/0Owcapt
DUKE retweeted
Blockchain infrastructure becomes more useful when on-chain data is easy to access, index, and build on.
This is where Arckive brings an interesting approach to the Arc ecosystem.
As an open-source indexing infrastructure, Arckive connects smart contract execution with familiar developer tools:
Kubernetes: Declare and manage contracts.
PostgreSQL: Stream structured, typed events directly into a database.
Plain SQL: Query blockchain data and build applications without complex indexing workflows.
What makes the architecture particularly interesting is how several components work together:
Deterministic finality provides reliable data consistency.
Fast block production helps reduce data processing delays.
Transactional cursors support consistent indexing and recovery.
Separate announce/query RPCs distinguish event distribution from data retrieval.
The bigger idea is simple: blockchain data infrastructure should not only be fast, but also predictable and accessible.
Arckive is an interesting step toward making Arc easier for developers to integrate into real-world applications.
@arc
DUKE retweeted
most trading bots offer referral rewards, but the difference becomes clearer when you examine how fees are collected and how far commissions extend beyond direct referrals.
A common structure charges around 1% per trade and rewards users for bringing in new traders, usually through a single referral level.
@Hypesium takes a different approach.
The standard trading fee is 1%, reduced to 0.9% permanently for anyone joining through a referral link.
Rather than hiding the charge inside execution, Hypesium collects its fee through a separate on-chain transaction after the trade confirms. This makes the payment easier to verify on an explorer.
The referral system extends across five levels, with commissions paid in HYPE.
Direct referrals earn 30–45% of collected trading fees, depending on the network's trading volume over the previous 30 days. During the launch period, the minimum direct share is 40%.
The remaining levels receive 6%, 3%, 2% and 1%.
Commissions are credited when fees are collected, with payouts distributed daily. The system also includes cashback on personal trading volume, weekly prizes for leading referrers and rank-based benefits.
What interests me is the incentive created by this structure.
Someone trading several referral levels away still generates commissions for the upstream network. That gives participants a reason to support an active trading community rather than focus entirely on direct sign-ups.
but there's an important distinction between earning a percentage of trading fees and earning a percentage of trading volume.
a large referral network means little without consistent trading activity. the actual earnings depend on how much people trade, how much they pay in fees and whether they remain active
🤝 Paid partnership
DUKE retweeted
AI infrastructure could be closer than we think.
Instead of depending entirely on massive data centers, what if the smartphones people already own could contribute to running powerful AI models?
That's the direction @Acurast is exploring.
By bringing Qwen3.5-9B inference directly to mobile devices, Acurast is showing how everyday smartphones can become part of a decentralized compute network.
The bigger idea is what makes this interesting. Independent devices could collectively support workloads like AI agents, fraud detection and specialized model inference without relying entirely on centralized cloud infrastructure.
Of course, performance, reliability and cost efficiency will determine how far this approach can go.
But the concept is worth watching.
The future of AI compute might not depend only on building bigger data centers. It could also come from making better use of the devices already in our hands. @NucleusCodes
A new creator opportunity is live on Nucleus!
@NucleusCodes has launched the @Acurast Creator Leaderboard with $15,000 in stablecoin rewards for the Top 100 creators.
Acurast’s vision is interesting: turning everyday smartphones into decentralized computing resources instead of relying only on traditional data centers.
📅 November 12 – December 12
🏆 Top 100 contributors rewarded
💰 $1,000 for Rank 1
More than just a reward campaign, it's a chance to support a different approach to decentralized cloud computing.
Time to create, contribute and climb the leaderboard
DUKE retweeted
Goodnight X Family
The next stage of prediction markets will depend heavily on how well the underlying infrastructure can adapt.
That's one reason I find @Sight_hood's move to an AMM architecture worth paying attention to.
It's not just about changing how the platform operates. It's about creating more room for new market formats, different categories and better liquidity flexibility as the ecosystem grows.
SightEVM brings the supporting infrastructure together:
◆ A dedicated EVM-compatible layer.
◆ robinhood:0x238e40b75ae78a1388a14e517d855893e92e58db as the native gas token.
◆ Cross-chain bridging.
◆ Prediction market primitives.
I see this as Sight investing in its long-term foundation. More flexible infrastructure means fewer limitations when introducing new market experiences and expanding what users can do on the platform.
DUKE retweeted
Traditional FHE faced a major of performance bottleneck. Build @primus_labs
A single 64-bit operation could translate into thousands of gates, requiring thousands of bootstrappings.
That's where Primus Labs is taking a different approach with AutoHoG (Automated Homomorphic Gate Design).
The goal is to make encrypted computation more efficient without compromising the privacy of the data.
The reported performance is impressive: 5 ms bootstrapping
90 ms transfers 210+ operations/sec
This is an important step toward making confidential onchain applications more practical.
Privacy is powerful. But privacy at scale is the real breakthrough
