This is Kled V3. We've solved data collection for artificial general intelligence.
Any consumer dataset that can exist, can now be collected from physical reality in under 72 hours.
All powered by the largest and most comprehensive data application layer on the planet. (Thread)
Introducing Kled Labs.
Every major AI model learned from the internet. We're betting on people instead.
One goal: train our own models to beat closed models at important human tasks, using our data alone.
All data is sourced from our data application layer and our network of 600,000+ contributors.
We're hiring: jobs.ashbyhq.com/kled-ai/6e9…
say hi to kled v3, the data collection layer for agi.
any dataset a lab can describe, collected from the real world by 500,000 people in under 72 hours.
Kled's previous home screen was built around a single upload button for photos already in a contributor's camera roll. Structured tasks lived in a separate tab that most contributors rarely opened.
This meant we could only collect the data people already had, not the data labs actually needed.
V3 replaces the home screen with a task discovery feed. Every live task is ranked for each contributor, and lab-priority tasks appear first with their pay shown upfront, so the work that matters most to the frontier is what 500,000 contributors see first.
The feed is powered by a recommendation system that learns where each contributor performs best, measured by acceptance rate across modality, task type and region, and personalizes their feed around it. Contributors can also adjust it themselves. Better matching leads to higher acceptance, higher earnings and higher-quality data.
Supply is now programmable. If a lab needs 40,000 minutes of egocentric video from Southeast Asia this week, we route contributors to it directly instead of waiting for the network to produce it.
The latest version of Kled is available today on the iOS App Store. AI labs looking for structured data can reach out or submit a dataset request at kled.ai/datasets.
Kled has registered over 15 million file records on the Trace Audit Portal in just a few days.
Four multi billion dollar frontier AI labs have already begun using Trace to verify the integrity and provenance of Kled's data before making purchases.
This is only the beginning. The Data Foundation will continue expanding the system until every file on Kled is fully auditable on chain.
Live here: trace.datafdn.org/audit/kled
Kled has officially crossed 10 million views per week across TikTok, Instagram, and more. Directly from users.
Our app has consistently remained top 100 in 20+ countries and top 10-20 in countries like Indonesia.
Our iPhone market share will soon be supplemented by our new Android app release which just did over 5,000 pre registrations in less than an hour.
Kled is coming to android. Pre-registration live today on the Google Play Store: play.google.com/store/apps/d…
The most requested addition to the company since we launched the app a few months ago.
This update should greatly increase Kled’s market share and will be followed with a Web / PC release as well.
We've received an $8 million request for anonymized financial data. Credit card reports, tax returns, w9 forms and other personal financial documents.
Users will be able to upload and get paid for these documents at their discretion directly in the Kled app. Fully anonymized with 0 personal data leaked. Expected pay is up to $50-$150 per form.
Live with our V3 update, currently being fulfilled through a network of specialized accountants with the proper legal clearance.
On another note over the next 3 days another $500,000 of $KLED will be purchased.
We’ve started and are continuing to buy back over $1 million of $KLED in the last 48 hours.
$KLED will ultimately become a fully viable reward currency for our data marketplace and human in the loop fraud detection tools we have built.
As our contracts get bigger and bigger we will continue to support our token community accordingly and to our discretion.
.@useKled is one of the largest human-powered data collection efforts, distributing rewards on Solana
Kled has just signed a $12 million non-exclusive data deal over the next 2 years making the marketplace officially profitable.
We’re now heavily expanding our team to bring Kled to android, support every global currency / payment method, increase our daily uploads and registrations on Trace by 2x in 1 month, and roll out our next fraud detection model for better data quality.
We want the best engineers in the world. All open careers can be found here: kled.ai
We are beyond excited to announce that Yash Sahay who served as the Director of Engineering at Meta Superintelligence Labs has joined Kled as an investor.
Yash will play a pivotal role in helping guide our data quality pipeline to match the needs of all the major frontier models and labs as we continue to increase the size of our data contracts.
Kled has just signed a $12 million non-exclusive data deal over the next 2 years making the marketplace officially profitable.
We’re now heavily expanding our team to bring Kled to android, support every global currency / payment method, increase our daily uploads and registrations on Trace by 2x in 1 month, and roll out our next fraud detection model for better data quality.
We want the best engineers in the world. All open careers can be found here: kled.ai











