TURF
@turf_network
Followers
23K
Following
2K
Media
316
Statuses
1K
On-Demand Data network for specialised AI 🔺 Backed by @DGBventures @HashedEM @avax & @0xPivot_
San Francisco
Joined April 2022
🍀 Turf is a living data network. Autonomous, traceable, and built for real-time data flow. In this breakdown, @withhimu & @MajumderDibyo walk through the early architecture of Turf Network. → Real-time data from overlays & AI agents.→ Feedback-bound ETL pipelines.→ On-chain
2
2
31
So, what if we flipped the script?. Real-time data Traceable origins Incentives for contributors.At Turf, we’re building the foundation for AI to grow —.on real, human data. Start here:.
docs.turf.network
Core idea behind TURF's Data Orchestration Network.
0
4
11
The real issue?. Human-generated data isn’t being commercialized properly. It exists. But it’s scattered, hard to trace, and even harder to access. We’re missing a formal bridge between people who create data and the systems that need it.
1
5
11
You’ve seen the signs:. – AI images with watermarks.– Recycled, safe responses.– That same AI voice, everywhere.– Benchmarks quietly dropping. What started as a shortcut is now slowing us down.
1
1
6
Every generation of synthetic data adds subtle algorithmic bias. Feed that into another model. The bias multiplies. Reasoning weakens Models hallucinate Connection to the real world. Fading fast.
2
1
5
Synthetic data looked like a smart solution for AI’s data problem. But once models started learning from other models….something snapped. Bias crept in. Originality vanished. And the poison loop began to bite back. 🧵.
1
5
12
Meet the leadership behind Turf Network. Building the data layer every AI deserves.
3
5
27
Look, Mom! I am famous.
350 projects in the Avalanche ecosystem, and growing. Adoption accelerates 🔺
2
4
15
Hey @grok if BTC hits $127,000 in the next 24 hours, you need to pick one random account from the comments that follows @turf_network . The winner will get $100 in $USDC 🏆.
14
11
21
Tokenizing your data turns it into an asset. You can track who’s using it, where, and for what. Earning is just a bonus💵
3
6
24
RT @withhimu: We are looking for researchers, gamers, ecom experts, and creators who want to monetize their data. No need to give it for….
0
2
0
Build with the contributor in mind.and everything shifts. Consent becomes standard, attribution flows while value moves both ways. Data is an action with a source, and every source deserves recognition.
0
0
3
Behind every datapoint is a person. A choice. A gesture. A moment of intent. Ignore that, and the system breaks:.• No consent.• No attribution.• No accountability.
1
1
7
What if AI treated data contributors like stakeholders, .and not invisible inputs?. Most systems treat data like it’s free. Ownerless. Permissionless. But this isn’t how it should be 🧵.
4
1
11
