AI & Robotics curious š¤ | 3rd grade visual marketer | Pseudo trader | Med Radiographer | Official AMB @Scallop_io | @lofitheyeti
Sui
Joined December 2022
- Tweets45.2K
- Following978
- Followers5.8K
- Likes86.1K
Pinned Tweet
8 speakers.
One question.
"Why Sui?"
Watch what these leaders have to say about sui in the #SuiBasecamp 2026 under 60 seconds:
- @EmanAbio
- @RaoulGMI
- @EvanWeb3
- @linda_adami_xyz
- @Ivantok4
- @HilmarVeigar
- @devrelius
- @LowBeta
What @primus_labs actually did in the last two weeks:
ā¢ 13 Oct: Primus extension updated on the Chrome Web Store
ā¢ 14-15 Oct: zktls-js-sdk bumped to 0.3.15 and zktls-core-sdk to 0.3.8 on GitHub, both switching to the production signer address
ā¢ 16 Oct: "Transparency proves. Privacy protects." Data hidden by default, only what must be known becomes visible
ā¢ 22 Oct: quoted Bankless's Zcash Names episode: "Privacy matters. And so does making onchain data useful without compromising privacy."
2023: "decentralized credit."
2024: "zkFHE computation network."
2026: "confidential infra for institutional onchain finance."
@primus_labs changed the pitch three times.
The engine under it (MPC-TLS proofs + FHE) stayed the same.
Day 4
2023: "decentralized credit."
2024: "zkFHE computation network."
2026: "confidential infra for institutional onchain finance."
@primus_labs changed the pitch three times.
The engine under it (MPC-TLS proofs + FHE) stayed the same.
Day 4
Your stablecoin works 24/7.
So does everyone checking your balance š
@primus_labs fixes the second part: encrypted eU on BNB Chain.
Day 3
Weekly Robotics Dump
- @Tesla started production of Optimus on high-volume lines in Fremont.
These are the first production-quality bots theyāve built.
- @Figure_robot 04 has reached design lock.
Adcock detailed a multibillion-dollar AI push, including 37.5 million human-video uploads and a Helix 3.0 teaser.
- A @Figure_robot 03 walked 348 miles and 1.2 million steps over nine days on a treadmill. Started as a stress test.
- AGCO will pilot @agilityrobotics Digit at its Hesston, Kansas factory starting in 2027.
First tasks: sorting parts, stacking, and tote storage.
- @agilityrobotics is standardizing Digit 5 on @nvidia IGX Thor for onboard compute and human detection.
- @UnitreeRobotics H2-X claims up to 8 hours of runtime.
Demos include kung-fu style moves and security/guardian scenes.
- @GoogleDeepMind used Gemini 4 Argon to teach @Apptronik Apollo new skills by watching video.
- Mitsubishi Electric developed a physical AI system that coordinates a humanoid robot with CNC machines using natural-language instructions.
- @GenerativeBion is planning Europeās largest physical AI data factory for humanoids, starting with a site in Italy operational by Q4 2027.
- @NEURARobotics showed a 20% lighter 4NE1 Gen 4 and opened RoboGym with TUM.
- @AgileRobots unveiled the ONE SN research humanoid with tactile hands, Jetson Thor, and GR00T software. Availability early 2027.
Weekly Robotics Dump
- @BostonDynamics says it now takes about one day to build an Atlas. Target for 2027 is about one hour.
- @agilityrobotics picked @nyobolt for Digit 5ās battery. 90 minutes of work, 9 minutes to charge. Designed for more than 20 hours in a 24-hour day.
- @agilityrobotics SPAC with Churchill Capital is moving forward. SEC declared the registration effective. Merger vote set for November 2.
- @Tesla filed a patent for touch-sensitive skin that can be molded around robot fingers and palms to detect force, touch and pressure.
- @NEURARobotics released Neuron AI, a multimodal foundation model that gives robots perception and memory.
- @physical_int opened an API beta for robot model training and inference.
- @XPENG_Global says IRON enters mass production late this year, with deliveries in H1 2027 and a European rollout in H2 2027.
- Shanghai set a goal of 8,000 humanoid robots in active factory production lines by 2028.
- @IconBuild raised $200 million for its Titan multi-story construction printing robot. Valuation near $1.4 billion.
- @AGIBOTofficial is reported to be nearing a funding round at a valuation near 50 billion yuan.
- Industry Next opened a 10,000-square-foot Real2Sim2Real Arena with more than 50 robots to generate data for physical AI models. Already partnering with BMW.
- @SkildAI showed robots learning soccer through self-play, using more than 140 years of simulated practice, without human demos.
- @PromiseRobotics signed a multi-year deal with D.R. Horton to support production of 1,250+ homes through its Factory-as-a-Service platform.
Your stablecoin works 24/7.
So does everyone checking your balance š
@primus_labs fixes the second part: encrypted eU on BNB Chain.
Day 3
š¤ Made with AI
I checked @primus_labs' own scorecard against public data.
A project that sells verification should be verifiable, so I did the checking myself. Here's what holds up and what doesn't.
Primus published a 10-minute brief for creators with its own progress numbers. I went through them one by one.
The rebrand checks out.
The PADO to Primus rebrand post is dated 3 Dec 2024, and PADO originally stood for "Privacy-Preserving Attestation Data Operator."
Reserves are partly verifiable.
The brief claims $72M+ of proof-of-reserves TVL across 4 projects. That's the team's number.
The one I could check myself is Unitas: this morning its dashboard showed about $55.5M in reserves against $53.4M of USDu supply, a 1.04 backing ratio.
Primus is upfront that PoR verifies data the project provides. It's not an audit.
The user numbers need context. The brief says 1M+ total users, counting extension holders, Dev Hub builders and zkTLS app users together.
The Chrome Web Store page for the extension alone shows 60,000.
Both can be true because they measure different things, so know which one you're quoting.
Decentralization is in progress.
AlphaNet launched in Oct 2025 with attestors running in TEEs, and Succinct joined as an official attestor in Nov 2025. But the node guide still says operators have to be whitelisted by the team.
The research is solid. The zkTLS paper (Garble-Then-Prove) was published at USENIX Security 2024, and the HasteBoots zkFHE paper is accepted for USENIX Security 2026. Top security venues, both times.
PS: @UnitasLabs, the project behind the USDu stablecoin, is a Primus client.
Primus runs its proof-of-reserves dashboard using zkTLS to pull data directly from the accounts holding USDuās backing assets and prove it came unedited from those real sources.
Day 2
I checked @primus_labs' own scorecard against public data.
A project that sells verification should be verifiable, so I did the checking myself. Here's what holds up and what doesn't.
Primus published a 10-minute brief for creators with its own progress numbers. I went through them one by one.
The rebrand checks out.
The PADO to Primus rebrand post is dated 3 Dec 2024, and PADO originally stood for "Privacy-Preserving Attestation Data Operator."
Reserves are partly verifiable.
The brief claims $72M+ of proof-of-reserves TVL across 4 projects. That's the team's number.
The one I could check myself is Unitas: this morning its dashboard showed about $55.5M in reserves against $53.4M of USDu supply, a 1.04 backing ratio.
Primus is upfront that PoR verifies data the project provides. It's not an audit.
The user numbers need context. The brief says 1M+ total users, counting extension holders, Dev Hub builders and zkTLS app users together.
The Chrome Web Store page for the extension alone shows 60,000.
Both can be true because they measure different things, so know which one you're quoting.
Decentralization is in progress.
AlphaNet launched in Oct 2025 with attestors running in TEEs, and Succinct joined as an official attestor in Nov 2025. But the node guide still says operators have to be whitelisted by the team.
The research is solid. The zkTLS paper (Garble-Then-Prove) was published at USENIX Security 2024, and the HasteBoots zkFHE paper is accepted for USENIX Security 2026. Top security venues, both times.
PS: @UnitasLabs, the project behind the USDu stablecoin, is a Primus client.
Primus runs its proof-of-reserves dashboard using zkTLS to pull data directly from the accounts holding USDuās backing assets and prove it came unedited from those real sources.
Day 2
Most people describe @primus_labs as "privacy." That's only half of it.
Primus is two tools aimed at one problem: how do you use sensitive data on a public chain without exposing it?
1) zkTLS: proves that something really came from a website or API (an exchange balance, a social account, an API response) without revealing everything else.
An attestor takes part in the HTTPS session and signs what the server actually sent.
2) FHE: lets smart contracts compute on encrypted numbers.
On BNB Chain, Confidential Vault lets you shield $U into encrypted eU, then send it or earn yield without your balance or amounts showing on-chain.
What's live today:
ā¢ zkTLS SDKs + verifier contracts on multiple chains
ā¢ AlphaNet (since Oct 2025): attestors running inside Phala TEEs, task contracts on Base
ā¢ Proof-of-Reserves dashboards (e.g. Unitas USDu)
ā¢ Confidential Vault on BNB Chain
What isn't there yet:
ā¢ AlphaNet node operators are still whitelisted by the team
ā¢ staking penalties and governance aren't switched on
ā¢ FHE keys sit in a TEE-based key service today; threshold MPC is the stated long-term plan
Not a new chain. A layer that plugs into the chains we already use.
This is Day 1
Most people describe @primus_labs as "privacy." That's only half of it.
Primus is two tools aimed at one problem: how do you use sensitive data on a public chain without exposing it?
1) zkTLS: proves that something really came from a website or API (an exchange balance, a social account, an API response) without revealing everything else.
An attestor takes part in the HTTPS session and signs what the server actually sent.
2) FHE: lets smart contracts compute on encrypted numbers.
On BNB Chain, Confidential Vault lets you shield $U into encrypted eU, then send it or earn yield without your balance or amounts showing on-chain.
What's live today:
ā¢ zkTLS SDKs + verifier contracts on multiple chains
ā¢ AlphaNet (since Oct 2025): attestors running inside Phala TEEs, task contracts on Base
ā¢ Proof-of-Reserves dashboards (e.g. Unitas USDu)
ā¢ Confidential Vault on BNB Chain
What isn't there yet:
ā¢ AlphaNet node operators are still whitelisted by the team
ā¢ staking penalties and governance aren't switched on
ā¢ FHE keys sit in a TEE-based key service today; threshold MPC is the stated long-term plan
Not a new chain. A layer that plugs into the chains we already use.
This is Day 1
Having 11.46% APY on stablecoin deposit is good for a start.
Only on @HaedalProtocol š¦¦
Not to FUD
But these are 3 unbelievable facts about @Nogasonsui that you need to know
š§µā
1) $NOGAS is alpha
2) $NOGAS is alpha
3) $NOGAS is alpha
First coin on @blastdotfun isn't a joke, don't you dare FUD my bags
Silverhard retweeted
š§SCALLOP INCENTIVE PROGRAMš§
Weekly Scallop incentives have been refreshed!
Don't miss out on up to 4x Borrow Reward APR boost by staking SCA!
šsSCA Incentives: ~346,000 sSCA
Start earning with Scallop today: app.scallop.io
Silverhard retweeted
History of crypto agility. It started 10y ago.
With all the recent AI and quantum computing fears, everyone suddenly seems to be talking about cryptographic agility.
If you ever want to explore the history of cryptographic agility in decentralized ledgers and blockchains, arrange an interview with my team. We have some fascinating stories to share.
Back in 2016ā2017, my team pioneered cryptographic agility as a fundamental design principle for blockchains, starting with R3 Corda.
We supported ECDSA (both secp256k1 and secp256r1), EdDSA, RSA, and SPHINCS, marking the first-ever support for a stateless post-quantum signature scheme in the history of blockchains and decentralized ledgers. This wasnāt just about supporting different algorithms. We were already preparing blockchain infrastructure for a post-quantum future.
And thereās a great story behind why some of the worldās largest banks and financial institutions were asking us for these capabilities a decade ago.
When I moved from London (R3 Corda) to Silicon Valley (Facebookās Libra), I brought the same philosophy with me. I took cryptographic agility further, including the important architectural distinction between account addresses and authentication keys.
This separation, which makes key rotation and cryptographic upgrades much easier, subsequently became a design pattern adopted by several other blockchains. Thereās also an interesting story behind why we considered it essential.
We carried these principles forward into Sui, which was designed with cryptographic agility from day one.
That foundation enabled us to introduce native social authentication through zkLogin, support multiple signature schemes, accommodate key aliases and post-quantum cryptography, and offer native multisig without additional gas overhead. Suiās modular design from scratch allows magical things to happen.
Today, the broader blockchain community is finally recognizing how critical cryptographic agility will be in the age of AI and quantum. And while Iām genuinely happy to see this happening, I canāt help but smile.
Imagine watching an architectural principle you led almost 10 years ago suddenly become one of the industryās hottest topics.
Sometimes the most important innovations arenāt the ones that make headlines when theyāre introduced. Theyāre the ones that quietly prepare the infrastructure for a future nobody else is thinking about yet.
Hire good cryptographers, the top of the world if you can, and you will be 10y ahead waving š to the future.
Raised by Satoshi š
I hate myself for not making it to @axisrobotics X @KaitoAI LB
Why?
Because I didn't pay attention to details.
I hate being inconsistent and ignorant!
