Web3 Researcher | Binance creator | VIP arkham | Real Madrid fan
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Here's how @axisrobotics fixes and solve data problem.
Axis lets people contribute through browser-based simulations instead of needing labs or physical robots.
Users run a policy, take control when it fails, correct the movement, and hand control back.
Each success and correction trains the model. More contributors bring more tasks, edge cases, and diverse demonstrations.
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Good evening
Every single private transaction depends on reliable underlying infrastructure to function properly.
Here @BeldexCoin masternodes play an essential role in supporting the network, enabling private transactions, and nurturing the wider ecosystem.
Privacy involves more than just hiding data because the infrastructure powering these systems matters equally.
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Goodnight fam
Most mapping systems depend on satellites, cars and expensive hardware.
Here @vangrid_io is building a decentralized perception network using millions of smartphones.
People capture real-world spaces usually hard to map like warehouses, stairwells, loading areas, market streets and other human-scale environments.
Footage is processed directly on the device with faces and license plates blurred before data leaves the phone.
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Tobi retweeted
Good night fam
Another day of learning, creating, and building in web3.
The market never sleeps, but we all need a little rest.
Taking a break from the charts and clearing my mind.
Still keeping an eye on @agenticscredit and the idea of building credit for AI trading agents through real trading performance and reputation.
The future of finance may not only be about human traders.
AI agents will also need trust, track records, and better risk systems.
For now time to relax and recharge.
Good night everyone
Just taking time to relax after a busy day.
Web3 moves very fast, so it is easy to feel like you always need to watch the market, follow every new project, and catch every trend.
But sometimes, stepping away is also part of the process.
Clear mind
Fresh ideas
Better decisions
Not everything needs to happen today.
Some of the most important work is about preparing for what comes next.
Relax, reset, and keep building
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Tobi retweeted
The next robotics breakthrough might not come from collecting more data.
It could come from collecting the right data.
That’s what caught my attention with @axisrobotics.
As robot models improve, some tasks become easy while others remain difficult.
Axis can use those failures to identify where new training data is needed, generate targeted tasks, collect new trajectories, then use that data to improve the model.
So the system gets smarter about what it needs to learn next.
That’s a much deeper idea than simply throwing more data at Physical AI.
Axis is building a data engine that learns where the gaps are.
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Here's how @axisrobotics fixes and solve data problem.
Axis lets people contribute through browser-based simulations instead of needing labs or physical robots.
Users run a policy, take control when it fails, correct the movement, and hand control back.
Each success and correction trains the model. More contributors bring more tasks, edge cases, and diverse demonstrations.
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Geee emmmmm legends
Right now @sleepagotchi is the first live vertical of Gotchi Labs, opening a much bigger consumer AI vision centered on health and wellness first.
Subsequent verticals include nutrition, fitness, shopping, productivity, and personal finance, all built around the same user.
SLEEP converting to CHI adds another layer, with CHI positioned as the shared layer for access, rewards, and commerce across the Gotchi ecosystem.
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Tobi retweeted
Good afternoon
Friday vibes are here
After a long week of charts, posts, and nonstop Web3 noise, it’s time to slow down a little.
Time to slow down, rest, and reset.
Forget the charts for a while. Enjoy the day.
No rush
No pressure
Just rest, clear the mind, and enjoy the day
Sometimes a good reset is part of the grind too
Keep eyes on @quipnetwork
Good morning Web3
New day, fresh mind, another chance to build.
In web3 consistency often matters more than being early.
Trends change
Narratives rotate
Markets move
But the people who keep learning, testing, and showing up are the ones building real momentum.
Starting today with @quipnetwork on my radar.
Quip is working on post quantum security for blockchain infrastructure an important problem as the industry prepares for a future where current cryptography may face new risks.
Build with today in mind, but prepare for tomorrow.
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gm fam
i went into @Slippyclub and @0xCyberThrone expecting to find the usual PFP stuff.
instead, i caught myself reading the ownership details longer than the art.
with @Slippyclub , the part that stopped me was simple:-
the IP is attached to the exact snake.
so if i pick Copium today and later sell that Slippy, i’m not keeping some invisible claim to the character. the rights move with that specific NFT.
that made the twelve personalities click for me.
i’m not just choosing between different looks. i’m choosing which character i actually want to hold.
then i checked @0xCyberThrone and noticed the approach is different.
the NFT comes with downloadable content, IP usage rights, a digital book library, and CyberCortex for qualifying investors.
so now i’m looking at both through the same lens:-
what happens after the mint?
Slippy makes me care about the individual character i own.
CyberThrone makes me look at everything built around the NFT.
that’s the part i didn’t expect to find when i first opened these collections.
the image gets me to click.
the ownership and utility are what make me keep digging.
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Tobi retweeted
signed out of uni yesterday
officially an unemployed computer engineer 🙂↔️, Alhamdulilah 🙇
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Tobi retweeted
Good morning CT.
I don't think project we use daily needs a form of thesis for people to understand it.
Once you need those thesis it moves from ordinary daily life activity to cumbersome tasks.
That's why I am paying attention on @PlayOnMint a live casino game, where I will be prediction the nations league and African Nations cup qualifiers.
Aside being easy to use, play on mint rewards users win or lose.
Watch my picks when I drop them.
Also I will be looking closely into @NucleusCodes today
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Tobi retweeted
Getting ready for something different at #TOKEN2049 Singapore 🇸🇬
@WEEX_Official AI Trading War kicks off Sep 21, deposit $150 lock for 3 days, and trade by talking to your AI instead of manual orders. 60 min sessions, top prize $500, only 100 seats each round.
Details here 👇
weex.com/events/welcome-even…
AI trading: weex.com/activities/detail/w…
join us: weex.com/register?vipCode=mw…
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Tobi retweeted
I’ve been looking at PlayOnMint from the player side, and the XP system is what caught my attention.
You’re not just playing and moving on.
Your activity contributes to XP, which gives you another progression layer alongside the actual games.
That matters because MINT is building its rewards system around continued participation.
The more you use the platform, the more your progression starts connecting with the wider $MNTD ecosystem and MINT Status.
That makes the experience feel less like isolated bets and more like building progress over time.
I’d like to see how far that progression can go as the ecosystem rolls out.
@PlayOnMint
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Tobi retweeted
Good morning CT
Billions of phones are already moving through streets, shops, offices and warehouses every day.
Most of the useful information those cameras see never becomes usable data.
@vangrid_io is building around that simple gap.
• A buyer requests a specific location
• A contributor goes there with a phone
• The environment is captured from different angles
• Vangrid turns the footage into spatial data
• The capture gets recorded onchain for provenance
• The contributor gets paid through the bounty
That gives each side a clear role:
Phone = sensor
Contributor = data provider
Vangrid = coordination layer
The bigger idea is turning everyday movement into fresh spatial data that Physical AI systems can actually use.
A phone is already in the world.
Vangrid is giving it a job.
quipnetwork
NucleusCodes
TheARCTERMINAL
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Tobi retweeted
Happy friday friends...
Jumma Mubarak
Been reading through Quip's Sept 16 dev update and honestly there's more going on underneath the surface than the headline number suggests
The stack's not just one thing anymore. @quipnetwork Accounts, quantum compute tooling, node software, QVRF, each one is basically a different door into the network depending on what you're actually trying to build
And worth mentioning, the testnet actually went through a real reset this month, not a small patch. fresh genesis, new validator setup, new bootnodes, and a decent chunk of miners already migrated over and registered, a good portion of them having won at least one proof already
Quick honest note though, I've seen slightly different miner and proof numbers depending on where I check, so don't quote me on an exact figure, just pull up their own dashboard if you want today's real count
Still very much testnet, and I don't think that's something to gloss past either. proving the infrastructure actually holds under real load matters way more right now than another polished roadmap slide would
Separate thing I've been sitting with, nft conversations always circle back to utility, but I feel like art gets skipped past way too fast in those convos
Went and actually checked @0xCyberThrone of @NucleusCodes whitepaper on this, and it backs up what I was already thinking. 18 core color schemes, but traits reshape entire body parts, not just some hat slapped on top like most collections do
So two robots side by side genuinely read as different characters, not just palette swaps, while still clearly belonging to the same world. that's actually a harder thing to pull off well than it sounds on paper
Utility gives an nft a job to do eventually
Art is the reason someone actually wants to keep looking at it in the first place
Happy Thursday friends...
Been going down two different rabbit holes today, figured I'd just put them in one place
first, @quipnetwork , because this part genuinely clicked for me
you don't need to buy special hardware for this. GPU, CPU, ASIC, quantum processor, even the weirder stuff like neuromorphic or thermodynamic computers, whatever you already own can run a node and earn $QUIP for actually solving and verifying paid work. not idle mining, real jobs
and classical nodes check what the quantum nodes solve, so you're not just trusting a black box because someone said "quantum" at you. the jobs are real too, portfolio stuff, fraud modeling, fleet routing, things companies actually pay for
what gets me is the framing. it's not "buy our machine." it's "bring whatever you've already got, we'll route the work to whatever's actually best at it." decentralized compute that doesn't assume everyone owns the same box
second thing, @0xCyberThrone 's mint on @NucleusCodes , which I keep coming back to
free mint, 8,888 total supply, omnichain through LayerZero so you're not stuck on one chain from the jump. honestly I've seen slightly different numbers on the exact date and per-wallet limit depending on where I look, so don't quote me, go check their own page before you plan around it
but the mint itself isn't really the point. what got me is what's already built around it
they've got actual printing software wired into their own site, holders can print physical books straight from the server, no downloading files, IP stays protected. and CyberCortex is running gating, quests, tickets, points as a real operating layer, not just a discord bot pretending to be one
that's the thing that separates it from the usual "free mint, huge utility coming" pitch. most of those are describing a roadmap. this one's describing stuff that's already live and working, and the nft is just the key into it
one more honest note, go actually read their license terms yourself before assuming what commercial rights come with it. don't just take my word or anyone else's summary on that part
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crypto has spent years building digital economies
now we’re starting to see projects trying to connect those economies to the physical world.
@vangrid_io is one of those example I’m watching closely.
its focus is spatial data which means capturing information from real environments, verifying contributions and using decentralized infrastructure to coordinate the network.
that creates an interesting bridge between the physical and digital worlds.
this is the kind of intersection between AI, DePIN and real world data that I find worth paying attention to.
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Tobi retweeted
gMorning/gBeldex frens.
Most privacy chains talk about future upgrades. @BeldexCoin is actually shipping the research.
They’ve got an EVM integration POC to bring smart contracts onto a confidential chain, a zero‑knowledge age verification framework that proves 18+ without exposing your birthdate or ID, and a VRF‑based consensus upgrade to randomize validator selection and harden security.
What stands out to me is how these pieces fit together: developers get a more familiar EVM environment, users can verify age for regulated apps without doxxing themselves, and the network becomes harder to game with better randomness in consensus.
This is the kind of roadmap that could move Beldex from “privacy coin” to full privacy‑first smart contract platform if the team keeps this pace.
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