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Most Embodied AI data is still just volume.
@InvLambda is building the layer that turns human teleoperation into verified trajectories that can actually train robots.
Full deep dive ↓
Zevan retweeted
my AI just called someone else AI to get things done. what a time to be alive.
🤝 Paid partnership
Introducing Fish Agent: a no-code platform to build custom AI voice agents that can make & take calls for you (median deploy time: 32s).
Claim your free custom voice agent: s.fish.audio/vxhgs6
With Fish Agent, you can:
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> Enable natural, interruption-aware conversations with Fish Live 3 full-duplex voice model.
From a personal AI assistant to a receptionist or customer support, build any voice agent you need.
If you're an enterprise, book a demo and get a dedicated engineer to build with Fish: s.fish.audio/qh98e4
As part of the launch, we're giving away Fish agent platform credits for the next 48hrs. Just like, retweet , bookmark and reply "Live 3" to get yours.
Zevan retweeted
I find the relationship between Bitcoin and Gold interesting because both are seen as stores of value, yet they don't always behave the same way.
BTC is more exposed to crypto sentiment and technology-driven demand, while Gold has stronger ties to institutional demand and wealth preservation.
I like comparing both charts to see where market sentiment is shifting. I've been keeping an eye on both this week through AlphaX.
Are you leaning more towards BTC or Gold right now?
Zevan retweeted
Small thing that matters more than raw speed on a fresh launch: which pool your buy actually goes through.
A token can have a V2, a V3 and a V4 pool live at once, and the thin one will chew up your size. The site for @Hypesium says it scans every pool of the token and routes your buy through the deepest one, whatever the quote asset, so your size moves the price as little as possible.
The catch: from how it reads, that's one pool, not a split across them. And early on there may be only one pool, so routing can't save you when the only option is thin.
Still, I'd rather have Hypesium run that check than eyeball pool depth myself mid-launch. Do you look at which pool you're buying from, or just paste and buy?
Zevan retweeted
I once kept a machine running for a long stretch, and the job was not understanding it.
The job was that it stayed on. Nobody asked me to explain it. They checked whether it was up. One bad night counted for more than every good week before it.
That is what the @GenLayer video is asking for with node seats. Staking Points decide how many seats you can claim.
The gate is a node on Clarke that stays up 30 days or more before mainnet, not a node you set up once. Going for 10 seats means 10 nodes up at the same time.
Stay up and the Foundation puts its own GEN behind your seat at mainnet. The node then earns a fee in GEN on every transaction it processes.
If hardware is not your thing, a node-as-a-service partner can keep it up for you, and the node is still yours.
What is the longest you have kept one machine running without it going down?
Zevan retweeted
yeah, the market is down, but here are some tokens I'll be keeping a close eye on
I created a watchlist using the @GeckoTerminal app and I must say, the UI is pretty sleek with smooth navigation that makes exploring the app easy
this is definitely a tool I'll be using a lot throughout my trading journey
download the app using the link below, create your own watchlist and let's see what you're watching too👇
🤝 Paid partnership
Zevan retweeted
I wish TapeOut had a Gate Check: an app that stamps any taped-out circuit COMBINATIONAL (the output depends only on the inputs) or SEQUENTIAL (it depends on what happened first).
Why it matters: almost every unfair onchain moment, sandwiches and sniped launches, lives in the second kind. Hardware has always told the two apart. I wish onchain did too.
→ It reads a circuit and stamps COMBINATIONAL if it has no flip-flops and no loops.
→ It runs the free local simulator on every ordering of the inputs for small circuits, or a bounded sample for larger ones. All orderings agree: ORDER-PROOF. A sample agrees: ORDER-TESTED.
→ It builds a public shelf of order-proof circuits (sorting, median, fair price), ranked by gate count, because on TapeOut the leanest design wins.
Who it's for: circuit designers get a new leaderboard to compete on, builders get ready-made fair parts, and everyday traders get prices that don't depend on who goes first.
A fair-price circuit like this could sit behind swaps settled in gasless USDT on @XLayerOfficial. And it only works because @TapeOutWorld circuits are built from tiny parts you can inspect.
Which fair circuit would you want on the shelf first?
Zevan retweeted
Consider this rather ridiculous DeFi experience.
You have $500 in USDC. You want to swap $200 for SOL, move another $200 into a lending opportunity and leave the remaining $100 untouched.
Sounds straightforward, right?
Not necessarily.
You may need to find a decentralised exchange, compare swap routes, check liquidity, understand slippage, connect your wallet, acquire the required gas token, execute the swap and then find a lending protocol for the remaining funds.
You came in with two financial decisions. Somehow, you've ended up coordinating several applications and technical processes.
This is not another PFP mint.
Each POLYROB NFT is a wallet: its own address, gas, on-chain identity, and a small $PNL pool position from the first block.
Sell the NFT, and the whole wallet moves with it.
Hand it to an agent, and the agent can operate it.
The interesting part is ERC-6551P: a draft fix for the usual NFT-wallet resale problem, where a seller can still drain value after the transfer. Here, checked sales and post-sale key invalidation are built in.
Still an experiment. Mint only what you can lose.
Full rules + mint: 6551.polyrob.dev
@tmachinroBot
🤝 Paid partnership
Zevan retweeted
Right now, you are doing a job AI was supposed to make easier.
You have a chatbot in one tab, a coding assistant in another, and a research tool in a third. Each one can do impressive work. But none of them coordinates with the others.
So you become the connection between them. You carry the context, move the outputs, and keep explaining what needs to happen next.
AI got smarter. You became the project manager.
@annaos_ai is built around a different idea: humans manage Anna, and Anna manages the AI.
Here is why that matters. 🧵
🤝 Paid partnership
It's Friday, and I think we deserve a little credit for making it through another week in Web3. 😂
Another week of researching projects, writing posts, joining conversations, chasing opportunities, learning new things, and sometimes wondering if the algorithm even knows we exist.
But we're still here.
Some wins, some lessons, some missed opportunities, and plenty of unfinished plans.
I'm learning that not every week needs to be extraordinary to be worthwhile.
Sometimes showing up, improving a little, and not giving up is enough.
Take a breath, appreciate your progress, and enjoy your Friday.
What's one thing you're proud of accomplishing this week? 👀
Zevan retweeted
Content bounty C2 — closed. Subject: POLYROB vs the other agent frameworks. 69 claims, 58 eligible. Winners: @Zevanbt @TheeAlphaWolf1 @Xpunstoppable01 @ImarhiaVeraa @Haideedotxyz @yocodedx @gregwrites_yy. Payouts in PNL on Robinhood Chain. Thank you all.
Zevan retweeted
Best piece of the C2 round: @Zevanbt on POLYROB vs Hermes and OpenClaw as whole agents, not toolkits. Read it.
Four AI agents. Ten real questions. Who actually works while you sleep, learns on the job, and handles money safely?
A fair, source-checked comparison of POLYROB, Hermes, OpenClaw and ElizaOS.
@tmachinroBot
Zevan retweeted
I'm watching the clock on this one.
$SAI = Super Artificial Intelligence. The name is the whole pitch, you hear it once and you already know what it is trying to be.
The fair launch is what keeps me here. 1B supply, 0% tax, 0% team allocation, and half the supply in the liquidity pool, locked or burned with public proof.
The live part is the prediction game. Super AI creates, everyone predicts who wins, and 1,000 of us are already in the beta watching it play out.
Meme today, app tomorrow. Launching 20 Nov on pump.fun.
Are you watching the Super AI or the general AI?
@sai_superai @NEXST_AI @thecreatorfi
#ad
🤝 Paid partnership
Zevan retweeted
AI can process huge amounts of information, but how do we know the information it uses is genuine in the first place?
This is an important question for prediction markets, especially when outcomes depend on real-world events, financial reports, or information published across different platforms.
That’s what makes the collaboration between @primus_labs and @CournotProtocol interesting.
The two projects are bringing different capabilities together to address the reliability of automated decisions.
Primus uses zkTLS to verify information retrieved from websites and APIs, establishing that the data comes from the claimed source rather than relying on screenshots or unsupported claims.
Cournot then applies AI to interpret that verified information and turn it into a structured judgment that can be audited.
This creates a process where the decision isn’t based entirely on trusting an AI response. There is a verifiable source of evidence behind the information being interpreted.
The potential applications go beyond prediction markets. Private credit and real-world assets could also benefit from systems that verify financial claims while keeping sensitive information confidential.
The interesting part is how these technologies complement each other.
One establishes the credibility of the information. The other makes sense of it.
For onchain AI, reliable decisions should start with reliable evidence.
Explore more: s.kaito.ai/bDSr00H
@primus_labs
🤝 Paid partnership
Zevan retweeted
Wait…
are prediction markets about to enter a whole new era?
HIP-4 has been getting attention, but what caught my eye is seeing @Outcomexyz turn this concept into something people can actually experience,
And honestly,this feels like just the beginning,
The more I look at what’s taking shape,the more curious I get about what comes next,
New possibilities,new ways to interact and a space that could become much bigger than people expect,
I’m definitely keeping my eyes on this one,
Something interesting might be unfolding here,
Zevan retweeted
saw @bagel_win put a $100 usdt prize pool on the jensen huang exit market yesterday and almost closed the tab.
the nov 11 window already settled. he's still ceo. i figured that was the end of it.
then i realized they split the same question into different end dates. as of 10:58 sgt on nov 12, the dec 31 window was still around 88% yes, and the march 31 one around 93%.
a no on the short window doesn't mean the later dates got cheaper too. those are separate markets.
still checking those later dates while bagel bakers runs to the 21st. are you looking at year end or march on @bagel_win?
