๐งฉ DATA LEAD & CONTENT CREATOR @datafdn || Cinematic storyteller and short-form video creator for tech & Web3.
Joined July 2022
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Pinned Tweet
@datafdn is coming @SuiNetwork!
And hereโs everything you need to know, about TRACE 500m+ receipt on the protocol and @WalrusProtocol 471+ terabytes of data stored and encrypted๐ฅค๐ฟ
Kindly watch in 1080p graphics or higher!
#DATAonSuiQuest
DATA is coming to @SuiNetwork.
The DATA Network and Trace are joining the Sui stack, bringing a live supply of rights-cleared AI training data to infrastructure built for AI workloads.
With 250M+ receipts already recorded by Trace, AI labs will be able to source real-world data with verifiable provenance, while @WalrusProtocol provides the underlying storage layer.
Sui Foundation is investing $30 million in the DATA Network, establishing the largest institutional stake in the network, alongside the continuing holdings of PIP Labs and the DATA Foundation. Furthering the alignment, SY Lee, founder of the DATA Network and CEO of PIP Labs, joins Sui Foundation as Strategic Advisor.
In the coming months:
โธ The DATA Network will be upgraded to run as a protocol natively on Sui
โธ Walrus becomes the default storage layer for DATA Foundation apps
โธ $DATA remains the token of the DATA protocol
The next chapter of DATA starts here.
ใฝ๏ธSTONKS retweeted
Good morning Loveliesโฆ..
๐ ๐๐ฎ๐๐น๐ ๐ฑ๐ผ๐ฒ๐๐ปโ๐ ๐ณ๐ฎ๐น๐น ๐๐ต๐ฒ๐ป ๐ฎ ๐น๐ผ๐ฐ๐ธ ๐ด๐ฒ๐๐ ๐๐ฒ๐ฎ๐ธ, ๐ถ๐ ๐ณ๐ฎ๐น๐น๐ ๐๐ต๐ฒ๐ป ๐ป๐ผ๐ฏ๐ผ๐ฑ๐ ๐ฐ๐ฎ๐ป ๐ฟ๐ฒ๐ฝ๐น๐ฎ๐ฐ๐ฒ ๐ถ๐.
Every transaction on Starknet leans on 2 separate protections, and they are built on different ground.
โธ Signatures are the lock on the door and decide who is allowed in
โธ @Starknet proofs are the audit of the whole building and confirm every move followed the rules
STARK proofs are hash based, so they do not rest on the elliptic curve assumptions behind many signature schemes, which means the audit and the lock face quantum pressure in different ways.
Native account abstraction turns every account into a programmable smart contract, so the lock can be swapped for a stronger one at the account level without waiting on a network-wide upgrade.
Each account still has to make that swap itself, and that is the honest part of the story.
Underneath it all, Starknet is an L2 that settles on Ethereum, so part of its security picture follows Ethereumโs cryptography and migration timeline.
That is why Starknet is exploring an independent L1 to have more say over core security upgrades, and it is still an exploration and not a finished product.
Starknet is preparing for quantum threats and is not claiming to be finished.
The StarkWare Quantum Hub assesses 8 capabilities for changing cryptography, and its counts reflect public evidence within its defined scope.
Source and methodology, checked October 15th 2026.
[ quantum.starkware.co ]
ใฝ๏ธSTONKS retweeted
๐ ๐ฐ๐ถ๐๐ ๐ฐ๐ฎ๐ป ๐ฐ๐ต๐ฎ๐ป๐ด๐ฒ ๐ฒ๐๐ฒ๐ฟ๐ ๐น๐ผ๐ฐ๐ธ ๐ผ๐ป ๐ฒ๐๐ฒ๐ฟ๐ ๐ฑ๐ผ๐ผ๐ฟ ๐๐ถ๐๐ต๐ผ๐๐ ๐ฐ๐น๐ผ๐๐ถ๐ป๐ด ๐ฎ ๐๐ถ๐ป๐ด๐น๐ฒ ๐๐ต๐ผ๐ฝ, ๐ฏ๐๐ ๐ผ๐ป๐น๐ ๐ถ๐ณ ๐๐ต๐ฒ ๐ฑ๐ผ๐ผ๐ฟ๐ ๐๐ฒ๐ฟ๐ฒ ๐ฏ๐๐ถ๐น๐ ๐๐ผ ๐ฏ๐ฒ ๐ฐ๐ต๐ฎ๐ป๐ด๐ฒ๐ฑ.
That is the quantum question for Starknet in 1 picture, and it starts with how a transaction is secured.
โธ Signatures decide who gets through the door
@Starknet proofs verify that the rules were followed once they are inside
STARK proofs are hash-based, so they stand apart from the elliptic curve assumptions that many signature schemes depend on.
The doors are where native account abstraction matters, because every account is a programmable smart contract and can adopt a new signature method on its own terms with no network wide upgrade.
The catch is that each account has to make the move itself, so the upgrade is possible by design but it is not automatic.
The street the city sits on is the part @Starknet does not own.
As an L2 it settles on Ethereum, so a share of its security picture follows Ethereumโs cryptography & migration timeline, and Starknet is exploring an independent L1 to have more say over when core upgrades happen. For now that remains an exploration.
Starknet is preparing for quantum threats without claiming the work is done.
The StarkWare Quantum Hub assesses 8 capabilities for changing cryptography, with counts based on public evidence within its defined scope.
[ quantum.starkware.co ]
๐ฌ๐ผ๐ ๐ฐ๐ฎ๐ป ๐๐๐ฎ๐ฝ ๐ฒ๐๐ฒ๐ฟ๐ ๐๐ถ๐ฐ๐ธ๐ฒ๐ ๐๐ฐ๐ฎ๐ป๐ป๐ฒ๐ฟ ๐ฎ๐ ๐ฎ ๐๐๐ฎ๐ฑ๐ถ๐๐บ ๐ผ๐๐ฒ๐ฟ๐ป๐ถ๐ด๐ต๐ & ๐๐ต๐ฒ ๐บ๐ฎ๐๐ฐ๐ต ๐ผ๐ป ๐๐ต๐ฒ ๐ฝ๐ถ๐๐ฐ๐ต ๐ป๐ฒ๐๐ฒ๐ฟ ๐ต๐ฎ๐ ๐๐ผ ๐๐๐ผ๐ฝ.
๐ ๐ผ๐๐ ๐ฏ๐น๐ผ๐ฐ๐ธ๐ฐ๐ต๐ฎ๐ถ๐ป๐ ๐ฝ๐ผ๐๐ฟ๐ฒ๐ฑ ๐๐ต๐ฒ๐ถ๐ฟ ๐๐ฐ๐ฎ๐ป๐ป๐ฒ๐ฟ๐ ๐ถ๐ป๐๐ผ ๐๐ต๐ฒ ๐ฐ๐ผ๐ป๐ฐ๐ฟ๐ฒ๐๐ฒ, ๐๐ผ ๐ฐ๐ต๐ฎ๐ป๐ด๐ถ๐ป๐ด ๐๐ต๐ฒ๐บ ๐บ๐ฒ๐ฎ๐ป๐ ๐ฟ๐ฒ๐ฏ๐๐ถ๐น๐ฑ๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐๐ฎ๐ฑ๐ถ๐๐บ.
Every transaction on Starknet is handled by 2 separate jobs.
โธ Signatures act as the ticket scanner and decide who gets through the gate
โธ @Starknet proofs act as the officials and confirm the match was played by the rules
STARK proofs are hash-based, which means they stand on a different foundation from the elliptic curve assumptions that many signature schemes depend on.
Native account abstraction makes every account a programmable smart contract, so a new signature method can be added at the account level with no network-wide upgrade, although each account still has to make that move on its own.
The ground beneath the stadium is the part @Starknet does not own.
As an L2 it settles on Ethereum, so a share of its security picture follows Ethereumโs cryptography & migration timeline & that is the reason Starknet is exploring an independent L1 that would give it more say over when core security upgrades happen.
For now that is an exploration and not a finished product.
Starknet is preparing for quantum threats without claiming the work is done & gates that can be upgraded 1 at a time keep the match running.
The StarkWare Quantum Hub assesses 8 capabilities for changing cryptography, with counts based on public evidence within its defined scope.
Source & methodology, checked October 15th 2026.
[ quantum.starkware.co ]
ใฝ๏ธSTONKS retweeted
๐ง๐ต๐ฒ ๐ฏ๐ฒ๐๐ ๐๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ ๐๐๐๐๐ฒ๐บ ๐ถ๐ป ๐๐ต๐ฒ ๐๐ผ๐ฟ๐น๐ฑ ๐๐๐ถ๐น๐น ๐ณ๐ฎ๐ถ๐น๐ ๐๐ต๐ฒ ๐ฑ๐ฎ๐ ๐๐ต๐ฒ ๐ธ๐ฒ๐ ๐ถ๐ ๐ฟ๐ฒ๐น๐ถ๐ฒ๐ ๐ผ๐ป ๐ฐ๐ฎ๐ป ๐ฏ๐ฒ ๐ฐ๐ผ๐ฝ๐ถ๐ฒ๐ฑ, ๐๐ผ ๐๐ต๐ฒ ๐ฟ๐ฒ๐ฎ๐น ๐พ๐๐ฒ๐๐๐ถ๐ผ๐ป ๐ถ๐ ๐ต๐ผ๐ ๐ณ๐ฎ๐๐ ๐๐ผ๐ ๐ฐ๐ฎ๐ป ๐ฐ๐ต๐ฎ๐ป๐ด๐ฒ ๐ถ๐.
Picture a stadium on match day where the ticket scanners can be replaced while the game keeps playing.
That is the idea behind how @Starknet is approaching quantum threats.
Signatures work like the scanners at the gate & STARK proofs work like the officials on the pitch & because proofs are hash based they rest on a different foundation from the elliptic curve assumptions behind many signature schemes.
With native account abstraction, every account is a smart contract that can adopt a new signature method with no network-wide upgrade, although each account has to make that move itself.
The ground under the stadium is Ethereum, because as an L2 Starknet settles there and follows part of its cryptography & migration timeline, which is why an independent L1 is being explored and is not yet a finished product.
@Starknet is preparing for quantum threats without claiming the work is done.
The StarkWare Quantum Hub assesses 8 capabilities for changing cryptography, based on public evidence within its defined scope.
[ quantum.starkware.co ]
๐๐ณ ๐ฎ ๐๐ฎ๐๐ฐ๐ต ๐ต๐ฎ๐ ๐ญ ๐ณ๐๐๐ฒ๐ฑ ๐ฏ๐น๐ผ๐ฐ๐ธ ๐ถ๐ป๐๐ถ๐ฑ๐ฒ, ๐ผ๐ป๐ฒ ๐๐ผ๐ฟ๐ป ๐ด๐ฒ๐ฎ๐ฟ ๐บ๐ฒ๐ฎ๐ป๐ ๐ญ๐ฌ๐ฌ% ๐ผ๐ณ ๐๐ต๐ฒ ๐๐ฎ๐๐ฐ๐ต ๐ด๐ฒ๐๐ ๐ฟ๐ฒ๐ฝ๐น๐ฎ๐ฐ๐ฒ๐ฑ.
A watchmaker will tell you that the real test of a movement is not how long it keeps time on day 1.
But what happens when a single gear wears out on day 1,000.
In a fused design the repair costs the whole watch & in a modular design it costs exactly 1 partโฆ.
so the math is 100% against 1 part, & that gap decides which watch is still on your wrist years later.
@Starknet applies the same arithmetic to security & this thread walks through the numbers, the architecture & the reason it matters...
A [ ๐งต ]โบ
ใฝ๏ธSTONKS retweeted
๐ฌ๐ผ๐ ๐ฐ๐ฎ๐ป ๐๐๐ฎ๐ฝ ๐ฒ๐๐ฒ๐ฟ๐ ๐๐ถ๐ฐ๐ธ๐ฒ๐ ๐๐ฐ๐ฎ๐ป๐ป๐ฒ๐ฟ ๐ฎ๐ ๐ฎ ๐๐๐ฎ๐ฑ๐ถ๐๐บ ๐ผ๐๐ฒ๐ฟ๐ป๐ถ๐ด๐ต๐ & ๐๐ต๐ฒ ๐บ๐ฎ๐๐ฐ๐ต ๐ผ๐ป ๐๐ต๐ฒ ๐ฝ๐ถ๐๐ฐ๐ต ๐ป๐ฒ๐๐ฒ๐ฟ ๐ต๐ฎ๐ ๐๐ผ ๐๐๐ผ๐ฝ.
๐ ๐ผ๐๐ ๐ฏ๐น๐ผ๐ฐ๐ธ๐ฐ๐ต๐ฎ๐ถ๐ป๐ ๐ฝ๐ผ๐๐ฟ๐ฒ๐ฑ ๐๐ต๐ฒ๐ถ๐ฟ ๐๐ฐ๐ฎ๐ป๐ป๐ฒ๐ฟ๐ ๐ถ๐ป๐๐ผ ๐๐ต๐ฒ ๐ฐ๐ผ๐ป๐ฐ๐ฟ๐ฒ๐๐ฒ, ๐๐ผ ๐ฐ๐ต๐ฎ๐ป๐ด๐ถ๐ป๐ด ๐๐ต๐ฒ๐บ ๐บ๐ฒ๐ฎ๐ป๐ ๐ฟ๐ฒ๐ฏ๐๐ถ๐น๐ฑ๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐๐ฎ๐ฑ๐ถ๐๐บ.
Every transaction on Starknet is handled by 2 separate jobs.
โธ Signatures act as the ticket scanner and decide who gets through the gate
โธ @Starknet proofs act as the officials and confirm the match was played by the rules
STARK proofs are hash-based, which means they stand on a different foundation from the elliptic curve assumptions that many signature schemes depend on.
Native account abstraction makes every account a programmable smart contract, so a new signature method can be added at the account level with no network-wide upgrade, although each account still has to make that move on its own.
The ground beneath the stadium is the part @Starknet does not own.
As an L2 it settles on Ethereum, so a share of its security picture follows Ethereumโs cryptography & migration timeline & that is the reason Starknet is exploring an independent L1 that would give it more say over when core security upgrades happen.
For now that is an exploration and not a finished product.
Starknet is preparing for quantum threats without claiming the work is done & gates that can be upgraded 1 at a time keep the match running.
The StarkWare Quantum Hub assesses 8 capabilities for changing cryptography, with counts based on public evidence within its defined scope.
Source & methodology, checked October 15th 2026.
[ quantum.starkware.co ]
This is my day 5 submission..
The Art Of Focus
#trusttheprocess30days
Let's do this one last time. This is the last BTS before we finally move on.
1st didnโt make it to the final cut. For the third slide, we couldnโt regulate the light. It was so difficult that we couldnโt even color grade it.
If you havenโt seen my video yet, it's right below.
@datafdn is coming @SuiNetwork!
And hereโs everything you need to know, about TRACE 500m+ receipt on the protocol and @WalrusProtocol 471+ terabytes of data stored and encrypted๐ฅค๐ฟ
Kindly watch in 1080p graphics or higher!
#DATAonSuiQuest
Did I just discovered something?
Pls look at the third lens of my camera showing some green rays of light, when it came in direct contact with the sunโฆ
iPhone camera>>>
This Is My Day 4 Submission ..
The sun rose
#trusttheprocess30days
ใฝ๏ธSTONKS retweeted
Our very own @devrelius will be live on @TheEdgeofShow shortly.
Tap in โ
AI runs on data, but who gets to own it?
Josh Kriger with Andrea Muttoni (@devrelius) of The Data Foundation on the next Edge Live. We're getting into a topic that deserves more attention.
๐
November 5 | 1:30 PM CST
Watch live on YouTube, X & LinkedIn.
ใฝ๏ธSTONKS retweeted
Bitroot is turning 3 years old ๐
So I made a 1-minute video explaining what @Bitroot_ actually is. Here's the full breakdown ๐
โฅThe problem
On most blockchains, transactions move one by one, like people standing in a single queue. When the queue gets long, everything slows down and fees go up.
โฅ The Bitroot fix
Bitroot is a Layer 1 that runs transactions in parallel. It checks which transactions don't conflict and runs them at the same time. It's like opening many lanes on the same road instead of forcing everyone into one.
โฅ The numbers
โข Designed for 100,000+ transactions per second
โข Over 36,000 TPS in a 30-million-transaction stress test
โข Finality in about 0.3 seconds
โข Average gas fee around $0.00007
(These are Bitroot's published figures.)
โฅ The part I find most interesting
Bitroot has AI built right into the blockchain. Smart contracts can call AI models directly, so builders can create AI-powered apps fully on-chain. They're also working on ZK proofs to make that AI computation verifiable.
โฅ For developers
It's 100% EVM compatible. If your app works on Ethereum, it can work on Bitroot too, with the same Solidity contracts, the same tools and the same wallets.
โฅ Where it is now
The public V4 Testnet is live. It's the final testnet before mainnet, and the BRTSCAN Explorer, Faucet and Bridge are all open for developers to try.
Three years of building, and the best part is still coming.
Happy 3rd anniversary, Bitroot ๐
Tell me in the comments: what would YOU build on Bitroot? ๐
bitroot.co
๐จ BITROOT 3RD ANNIVERSARY โ CREATOR PROGRAM IS HERE! ๐
Our 3rd Anniversary celebration continues with Campaign 02: The Bitroot Creator Program!
Three years of building deserve more than just words. Now it's your turn to bring your creativity into the Bitroot story!
Whether you're a designer, video creator, writer, artist, or simply someone with a creative idea, we want to see what you can make.
๐ฅ Create. Share. Celebrate. Get Rewarded.
๐ REWARD POOL: 1,000 BRT
๐ 10 Selected Creators
๐ฐ 100 BRT for Each Winner
1/3 โ What Can You Create?
There are no limits to your creative format!
You can participate with:
๐จ Anniversary posters & graphic designs
๐ฌ Short videos & creative clips
๐ Infographics & educational content
๐ X threads & articles
๐ญ Memes, illustrations & animations
๐ก Any other original creative work related to Bitroot!
Need some inspiration?
Share your Bitroot journey, explore our technology, present your vision of AI + Blockchain, celebrate our community, or create something completely original.
We want to see Bitroot through YOUR creativity!
2/3 โ How to Join
1๏ธโฃ Follow @Bitroot_
2๏ธโฃ Create original content related to Bitroot or its 3rd Anniversary.
3๏ธโฃ Publish your work on X and tag @Bitroot_.
4๏ธโฃ Include #Bitroot and #Bitroot3rdAnniversary.
5๏ธโฃ Repost this campaign post and share your creation link in the repost or comments.
Make sure your account and entry are public so our team can review your work!
3/3 โ Rewards & Campaign Details
๐ 10 winners will be selected by the Bitroot team.
Each winner receives 100 BRT, with a total reward pool of 1,000 BRT.
Our selection will focus on:
โจ Creativity & Originality
โจ Relevance to Bitroot
โจ Content Quality
โจ Community Engagement
๐
Event Period: November 4, 2026, to 12:00 PM (UTC+8) on November 9, 2026
Don't just celebrate the Bitroot journey. Become part of the story.
Your creativity deserves to be seen. Let's create something memorable together!
๐ Three Years Built Together. Now, Let's Create the Next Chapter!
#Bitroot #Bitroot3rdAnniversary #BRT #CreatorProgram
ใฝ๏ธSTONKS retweeted
๐๐จ๐ฎ๐ซ ๐๐ซ๐ฒ๐ฉ๐ญ๐จ ๐๐๐ฌ๐๐ซ๐ฏ๐๐ฌ ๐ฌ๐๐๐ฎ๐ซ๐ข๐ญ๐ฒ ๐๐ง๐ ๐ฉ๐๐๐๐ ๐จ๐ ๐ฆ๐ข๐ง๐.
I believe self-custody is an important part of taking responsibility for your digital assets.
I like that Tangem makes self-custody simple, and I will also be looking into getting the physical card soon.
Thatโs #WhyTangem.
What about you? What matters most to you when choosing a crypto wallet?
@Tangem
Tangem's $10,000 Giveaway is back ๐
Moving your crypto? Tell the world why you chose to keep your keys:
1. Post with #WhyTangem & tag @Tangem. Show your Tangem Wallet or App, and share why you chose self-custody and Tangem
2. Fill out the form & QRT this post
3. Get rewarded in BTC:
๐นVideo: $30
๐งตThread with photos: $20
๐ธPhoto post: $10
72 hours only๐ฅ
You wouldnโt hand the keys to you safe to a stranger, just be they look like and handsome, so why do that to your crypto wallet?
@Tangem @earnfirstdollar
ใฝ๏ธSTONKS retweeted
Did you that some people are still waiting for the crypto they lost on a compromised exchange in 2014?
Thatโs more than twelve years!!!!!!
Mt. Gox, was once the world's largest Bitcoin exchange, and have again extended its payments deadline in October to October 2027.
โ New to crypto? Let me simplify
An exchange doesnโt stores your cryptocurrency alone, it also stores the keys, or secret codes that show the money is yours. And if it fails, itโs not always good news.
But @Tangem is built on the opposite idea.
It's a crypto wallet you can hold,
a card with a tiny safe chip inside to store your keys.
I am opening up the app, and walking through how to use it as if I'm a complete beginner.
A ๐งต
#WhyTangem @Tangem
Tangem's $10,000 Giveaway is back ๐
Moving your crypto? Tell the world why you chose to keep your keys:
1. Post with #WhyTangem & tag @Tangem. Show your Tangem Wallet or App, and share why you chose self-custody and Tangem
2. Fill out the form & QRT this post
3. Get rewarded in BTC:
๐นVideo: $30
๐งตThread with photos: $20
๐ธPhoto post: $10
72 hours only๐ฅ
POV: I shot and edited a recreation of @Kiddcard3r unleashed music โoh myโ with my friend!!!
The initial was my ideas, and he was the model
ใฝ๏ธSTONKS retweeted
Spoken Words For @gamdom
They counted me out the second the lights went dark.
But a fall is just a runway for the ones who refuse to stay down.
Gamdom went dark & came back through the flame.
And so did I, because a comeback is not a slogan, it is the whole code.
Must fight back when kicked down -
The Code is [ STEVE ]
@gamdom @stevewilldoit
#Gamdom100kRound2
ใฝ๏ธSTONKS retweeted
"Where we call home"
#trusttheprocess30days
This is my day 3 Submissionโฆ
Students on motion
#trusttheprocess30days