HuuHoang88
HuuHoang88
Fl chéo
997Following
1.1Kfollowers
Feed
Feed
Another part of @vangrid_io I find interesting is the separation between raw capture and what a data buyer receives.
In its bounty workflow, buyers initially see a watermarked preview, while the raw submitted video isn’t simply made downloadable.
Only after an accepted workflow does reconstruction produce the spatial deliverables.
Data infrastructure also needs sensible access design.
There’s an important difference between:
“This 3D model exists.”
and
“This spatial capture has a verifiable history.”
@vangrid_io is working on the second problem too.
For machine datasets, provenance could become just as important as the data itself.
Especially when machines start making decisions from it. 🔍
GM morning frens! New day, full energy keep grinding and building that Web3 reputation.
Currently checking out the campaigns on @NucleusCodes where your on-chain activity + social history speak for themselves. No forms, no whitelist needed.jans này into it so we can hunt opportunities and climb the ranks together!Wishing everyone a productive day full of good luck.
Let’s go!
Most blockchain explorers show transfers.
The @vangrid_io Explorer tells a different story.
Captures.
Attestations.
Merkle roots.
Settlement activity.
It’s essentially a window into a spatial data network being recorded onchain.
That’s a much more tangible use of blockchain infrastructure than another dashboard full of token charts.
I like projects where blockchain is infrastructure rather than the whole product story.
That’s how I look at @vangrid_io.
The main product is spatial ground truth.
Blockchain helps provide provenance and an auditable record around that data.
The physical world stays at the center.
Onchain infrastructure supports it in the background.
Building in Web3 is not only about posting. It’s also about bringing the right people into an ecosystem.
The @AxisRobotics Creator Program on Kaito combines content creation with community growth.
Creators can submit up to 10 posts per epoch, with their top 6 counted toward ranking. The overall score combines Kaito Mindshare with an Axis Referral Multiplier.
The baseline multiplier starts at 1x, increasing to 1.05x at 5 qualifying Trajectories and 1.1x at 10. Referrals must complete the required tasks, pass verification, and sign on-chain to count.
The campaign reward pool is 0.25% of the $AXIS supply, with rewards scheduled for settlement after all epochs conclude at TGE. Rewards are competitive, not guaranteed.
For me, the best approach is to create useful content, bring in genuine contributors, and help more people understand Physical AI.
#AxisRobotics #Kaito #AXIS