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Everyone talks about AI needing more computing power, but what if its real challenge is getting enough quality human-labeled data? Trevor Koverko, co-founder of Sapien, explains why this overlooked problem could be key to AI's future.
In this episode, Trevor breaks down how Sapien is building a platform where anyone can earn money by helping create AI training datasets. We discuss real examples of data labeling needs - like doctors identifying cancer cells in medical scans or financial experts structuring market data. Trevor shares how his background in crypto led him to tackle this problem, and how blockchain technology could help ensure quality while making the work accessible to people worldwide. The conversation covers everything from how major companies are handling their private data to how regular people could earn a living by contributing their knowledge to AI development.
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KEY LINKS
GUEST:
Trevor Koverko - https://x.com/trevorkoverko
Sapien - https://x.com/playsapien
HOSTS:
Outpost - https://x.com/outpostdotai
Patrick McGimpsey - https://x.com/paddydotai
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Disclaimer: This information is provided by Outpost for general informational purposes only and may refer to products not available in your location. It does not constitute (i) investment advice or a recommendation to invest; (ii) an invitation or solicitation to buy, sell, or hold digital assets; or (iii) financial, legal, accounting, or tax advice. Digital assets, including stablecoins and NFTs, are highly volatile and carry significant risks. You should carefully assess your financial situation before deciding whether to trade or hold such assets. For advice specific to your circumstances, please consult your legal, tax, or investment adviser. All data and statistics are provided solely for general information. Outpost accepts no responsibility or liability for any errors or omissions in this information, nor for any use of or reliance upon it by others.
Want the Crypto x AI alpha delivered straight to your inbox?Subscribe for free: https://onchainoutpost.com/subscribe------"Even Amazon can't ship their next-gen Alexa due to AI hallucinations - here's how Mira Network is solving this trillion-dollar problem."In this episode of the Outpost podcast, we dive deep with Karan Sirdesai, co-founder of Mira Network, to explore how they're tackling one of AI's biggest challenges: hallucinations and bias. Learn how Mira's innovative verification system achieves 97% accuracy through a unique consensus mechanism, and why this matters for everything from financial services to healthcare. Karan shares insights on why hallucinations are both a feature and a bug of AI, how they're leveraging blockchain technology for trust, and what the future holds for autonomous AI systems. Whether you're a developer, business leader, or AI enthusiast, this conversation reveals crucial insights about the future of reliable AI.------KEY LINKSGUEST:Karan - https://x.com/karansirdesaiMira Network - https://x.com/mira_networkHOSTS:Outpost - https://x.com/outpost_aiPatrick McGimpsey - https://x.com/paddydotai------Disclaimer: This information is provided by Outpost for general informational purposes only and may refer to products not available in your location. It does not constitute (i) investment advice or a recommendation to invest; (ii) an invitation or solicitation to buy, sell, or hold digital assets; or (iii) financial, legal, accounting, or tax advice. Digital assets, including stablecoins and NFTs, are highly volatile and carry significant risks. You should carefully assess your financial situation before deciding whether to trade or hold such assets. For advice specific to your circumstances, please consult your legal, tax, or investment adviser. All data and statistics are provided solely for general information. Outpost accepts no responsibility or liability for any errors or omissions in this information, nor for any use of or reliance upon it by others.
Want the Crypto x AI alpha delivered straight to your inbox
Subscribe for free: https://onchainoutpost.com/subscribe
------ In a market flooded with AI tokens and PumpFun launches, how do you separate real value from vaporware?
Grant from Blocmates joins Patrick to break down what actually matters in the Crypto x AI landscape. From the implications of Trump's $70B token launch to why most projects need a V2 token, they dive deep into the problems with current token distribution models and where genuine value is emerging. Grant shares insights from the upcoming Blocmates 2025 thesis, including why projects like Story Protocol and Nillion could define the next wave of innovation, and why the future might be "product first, crypto second."
Essential listening for anyone trying to find signal in the noise of the AI token explosion. GUEST:
Grant - https://x.com/Grantblocmates
Blocmates - https://x.com/blocmatesdotcom
HOST:
Outpost - https://x.com/outpostdoai
Patrick McGimpsey - https://x.com/paddydotai ------ Disclaimer: This information is provided by Outpost for general informational purposes only and may refer to products not available in your location. It does not constitute (i) investment advice or a recommendation to invest; (ii) an invitation or solicitation to buy, sell, or hold digital assets; or (iii) financial, legal, accounting, or tax advice. Digital assets, including stablecoins and NFTs, are highly volatile and carry significant risks. You should carefully assess your financial situation before deciding whether to trade or hold such assets. For advice specific to your circumstances, please consult your legal, tax, or investment adviser. All data and statistics are provided solely for general information. Outpost accepts no responsibility or liability for any errors or omissions in this information, nor for any use of or reliance upon it by others.
