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In the early years of entrepreneurship, I created products related to search and accidentally came across the concept of the Semantic Web (I bought a few books that I still haven't been able to throw away). At that time, it was called Web 3.0. It's been over a decade since Web 3.0 emerged, and the concept has been constantly changing (for the second time, Gavin Wood proposed a new concept of Web 3), but nothing has been realized. Now, agents and MCPs are very popular. Looking back at the books on the Semantic Web that I bought over a decade ago, both agents and MCPs feel familiar. These things have only changed in concept; the technology has advanced. But their origins date back a long time as well.
In the early years of entrepreneurship, I created products related to search and accidentally came across the concept of the Semantic Web (I bought a few books that I still haven't been able to throw away). At that time, it was called Web 3.0. It's been over a decade since Web 3.0 emerged, and the concept has been constantly changing (for the second time, Gavin Wood proposed a new concept of Web 3), but nothing has been realized. Now, agents and MCPs are very popular. Looking back at the books on the Semantic Web that I bought over a decade ago, both agents and MCPs feel familiar. These things have only changed in concept; the technology has advanced. But their origins date back a long time as well.
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The Rising Star of Decentralized Computing Power @PrimeIntellect Selected breakthrough technology directions: 1) Decentralized AI Inference 2) Decentralized RL Post-training @PrimeIntellect has identified two directions where decentralized computing power is most likely to land. Consists of several components: 1) Prime Intellect Protocol, developed based on the base chain, currently in the testnet phase 2) On decentralized computation verification algorithms, did not take the zk direction (possibly unable to be productized and commercialized too slowly in the short term). A TOPLOC was adopted - a local-sensitive hashing scheme for trustless verifiable inference, specific paper https://t.co/DZnhUGyzG7 Plan Introduction: https://t.co/BzWvZzkrW3 3) PRIME/PRIME-RL: Decentralized Training Framework/Reinforcement Learning Framework 4) Decentralized and Aggregated Computing Coordination Platform https://t.co/TYLtlbIB9Y Financing: 5 million USD + the latest round has raised 15 million USD in funds, led by Founders Fund, with participation from Menlo Ventures, Andrej Karpathy (EurekaAI, Tesla, OpenAI), Clem Delangue (Hugging Face), Dylan Patel (SemiAnalysis), Tri Dao (https://t.co/R8lEqPuWUf), Balaji Srinivasan (Network School), Emad Mostaque (Stability AI, Intelligent Internet), Jake Medwell (Co-founder of 8VC), Brendan McCord (Cosmos Institute), Sandeep Nailwal (Polygon) and many other investors.
The Rising Star of Decentralized Computing Power @PrimeIntellect

Selected breakthrough technology directions:
1) Decentralized AI Inference
2) Decentralized RL Post-training

@PrimeIntellect has identified two directions where decentralized computing power is most likely to land.

Consists of several components:
1) Prime Intellect Protocol, developed based on the base chain, currently in the testnet phase
2) On decentralized computation verification algorithms, did not take the zk direction (possibly unable to be productized and commercialized too slowly in the short term). A TOPLOC was adopted - a local-sensitive hashing scheme for trustless verifiable inference, specific paper
https://t.co/DZnhUGyzG7
Plan Introduction: https://t.co/BzWvZzkrW3
3) PRIME/PRIME-RL: Decentralized Training Framework/Reinforcement Learning Framework
4) Decentralized and Aggregated Computing Coordination Platform https://t.co/TYLtlbIB9Y

Financing:
5 million USD + the latest round has raised 15 million USD in funds, led by Founders Fund, with participation from Menlo Ventures, Andrej Karpathy (EurekaAI, Tesla, OpenAI), Clem Delangue (Hugging Face), Dylan Patel (SemiAnalysis), Tri Dao (https://t.co/R8lEqPuWUf), Balaji Srinivasan (Network School), Emad Mostaque (Stability AI, Intelligent Internet), Jake Medwell (Co-founder of 8VC), Brendan McCord (Cosmos Institute), Sandeep Nailwal (Polygon) and many other investors.
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