Looking back, @SaharaLabsAI is probably one of the few projects we wanted to invest in but didn’t in the past two years.
The reason why I wanted to invest in the first half of last year was very simple - we talked about data annotation projects in 2023-2024, but didn’t make any moves in the end, because they were basically Gamefi-like “Annotation to Earn” series, and cold start was actually very difficult. Sahara's data labeling is one of the few projects in Web2 that has real customers + real income, and its customers are big customers like Microsoft and Amazon.
But at the beginning of 2025, I was actually a little worried about Sahara, because the importance of traditional labor-intensive data labeling has declined, especially after the release of DeepSeek R1, the way of playing data labeling has changed.
First, the RLHF (Reinforcement Learning from Human Feedback) used by many new generation large models requires "small but fine high-quality data" rather than "massive labeling". In other words, you need a small number of experts in a field to help AI grow, rather than a large group of ordinary people to help AI identify data.
Second, pure RL (Pure Reinforcement Learning) like Deepseek R1 does not even need "small but fine high-quality data". It only needs an initial corpus data set, and then it is completely based on the self-game of the reward function or synthetic data to continuously evolve and tune.
So at the beginning of the year, I paid attention to Sahara's dynamics again, and was relieved to find that they did not only hold on to the data labeling track, but extended several business lines around the core of data.
Sahara Data: Decentralized data market
Sahara Knowledge Agent: Personalized AI agent
Sahara AI Marketplace: AI asset trading platform
Sahara Blockchain: AI public chain Layer 1
This makes a lot of sense in both narrative and business model, with both Web2 and Web3. Building a chain by yourself is more in line with the logic of splitting the market as mentioned by @thecryptoskanda, and the "pure AI Layer1" segment in the Crypto circle is currently somewhat blank, or lacks a leader -
Near? - This cannot be considered pure AI Layer1
Vana? - This is Layer1 but more like a pure data chain
Bittensor? - This can be considered, but Bittensor is a bit like BTC's POW, and is considered the leader of "POW AI Layer1"
SaharaAI - Hopefully it will occupy the leader of the "POS AI Layer1" track
So this time @buidlpad's ICO, friends who have the conditions can choose to participate. Although it is not cheap, it is unlikely to stay at this valuation in the long run as a potential leader in the AI Layer1 track.