Illia Polosukhin: This Is The Biggest Opportunity in AI
Illia Polosukhin: This Is The Biggest Opportunity in AI
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Note: AI-generated summary based on third-party content. Not financial advice. Read more.
Quick Insights

The massive AI infrastructure build-out presents a primary investment opportunity, best played through a "picks and shovels" strategy. Consider investing in key hardware and compute providers like Oracle (ORCL), which directly benefits from the immense capital spending of major AI labs like OpenAI. For a higher-risk, alternative approach, NEAR Protocol (NEAR) is positioning itself as the foundational layer for decentralized, "user-owned AI." This investment is a bet that users will demand privacy and control, creating a market for alternatives to centralized AI. An upcoming private AI chat application could serve as a major catalyst for the NEAR ecosystem, potentially driving significant value to the token.

Detailed Analysis

Artificial Intelligence (AI) Sector

  • The current phase of AI is described not just as a supercycle, but as the "AI last cycle," suggesting that from now on, everything will be influenced or done by AI.
  • The technology's potential impact is considered larger than that of electricity, cars, or the internet.
  • The market is currently in a massive infrastructure build-out phase, characterized by huge investments in hardware and compute power. This is compared to the dot-com bubble of the late 90s, implying that while there may be froth, the underlying technology shift is real and massive.
  • Large-scale AI deals, like the one mentioned between OpenAI and Oracle, are driven by complex financial engineering, using leverage and loans against future revenue to fund the immense capital expenditure required.

Takeaways

  • Long-Term Theme: AI is presented as a foundational, long-term investment theme that will reshape the global economy. Investors should view it as a multi-decade trend, similar to the internet's adoption.
  • "Picks and Shovels" Strategy: The massive spending on infrastructure (compute, hardware, energy) suggests that companies providing these essential components are well-positioned to benefit from the overall growth of the AI sector, regardless of which specific AI models win out.
  • Financial Complexity: The high costs and financial engineering involved favor large, well-capitalized companies. This suggests that market leaders may continue to consolidate power, but it also creates opportunities for new financial instruments, potentially involving crypto, to fund this expansion.

NEAR Protocol (NEAR)

  • NEAR is positioning itself as a foundational solution for what it calls "user-owned AI," aiming to solve the problems of censorship, bias, and lack of privacy inherent in centralized AI systems like those from OpenAI or Google.
  • The protocol is building a specific technology stack for AI, which includes:
    • Decentralized Confidential Machine Learning: A network that allows for private and verifiable AI computations, ensuring user data remains confidential.
    • Chain Signatures: A feature that enables end-to-end encryption for user data (like emails or documents connected to an AI) and allows AI agents to interact with other blockchains.
    • Monetizable Models: A framework for creating AI models where the training data is verifiable, but the model weights remain encrypted. This allows developers to monetize their models while maintaining transparency. Revenue can be captured by a token specific to that model, rewarding contributors.
  • An upcoming product was teased: a fully private, end-to-end encrypted chat application designed to be a decentralized alternative to ChatGPT. This product will also serve as a developer platform, allowing other apps to securely access a user's context with their permission.

Takeaways

  • Niche Positioning: NEAR is not just another general-purpose blockchain; it is making a focused, strategic pivot to become the infrastructure layer for decentralized, user-controlled AI. This differentiates it from many other Layer 1 protocols.
  • Potential Catalyst: The upcoming launch of its private AI chat product could serve as a major catalyst. Its success would validate NEAR's technology and attract users and developers to its ecosystem, potentially driving demand for the NEAR token.
  • Long-Term Vision: An investment in NEAR is a bet on the thesis that users and businesses will eventually demand more privacy, control, and transparency from their AI systems than centralized providers are willing or able to offer. The project aims to be the core infrastructure for this alternative AI ecosystem.

Centralized AI & Big Tech (OpenAI, Google, Meta)

  • Companies like Google (GOOGL) and Meta (META) have been using AI for decades to power search results and social media feeds, and the problems of bias and censorship are already well-documented. New generative AI will only amplify these issues.
  • OpenAI is highlighted as a company with massive ambition, aiming to become a globally dominant entity on par with Apple or Google.
  • However, these centralized systems are described as "fundamentally broken" from a user perspective due to major privacy concerns:
    • They train their models on user data without explicit, ongoing consent.
    • Conversations are not private and can be reviewed by humans or even sent to law enforcement, as confirmed by OpenAI's CEO Sam Altman.
    • Users have no visibility into the models' system prompts or training data, meaning they can be subtly manipulated or biased without the user's knowledge.

Takeaways

  • Dominance with a Weakness: While Big Tech companies are leading the AI race, their centralized, data-hungry business models create a significant vulnerability. This opens the door for decentralized alternatives focused on user privacy and ownership.
  • Regulatory and Reputational Risk: These companies face growing scrutiny over data privacy and censorship. Future regulations or user backlash could negatively impact their growth and create opportunities for competitors.
  • Indirect Plays: For investors, the growth of private companies like OpenAI can be played through their public partners. Oracle (ORCL), for example, was mentioned as a key compute provider for OpenAI, making it a public-market proxy for OpenAI's infrastructure needs.
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Episode Description
In today's first episode of AI Supercycle, our premiere AI show, Illia Polosukhin, a co-creator of transformers at Google and NEAR co-founder, joins us to unveil the biggest trend in AI over the next 5 years: - Why OpenAI Reading Your Chats Is Just The Beginning - The AOL Monopoly Problem Coming to AI - How "Sleeper Agents" Hide in Your LLMs - NEAR's Private, Verifiable AI Solution - Encrypted Model Weights & User-Owned Data - Why Blockchain Is Essential for AI Trust Let’s dive in. The Rollup --- 𝗪𝗲 𝘁𝗿𝘆 𝗼𝘂𝗿 𝗯𝗲𝘀𝘁 𝘁𝗼 𝗽𝗿𝗼𝗱𝘂𝗰𝗲 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆, 𝗻𝗼𝗻-𝗯𝗶𝗮𝘀𝗲𝗱, 𝗲𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗰𝗼𝗻𝘁𝗲𝗻𝘁 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗰𝗿𝘆𝗽𝘁𝗼 𝗲𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺. 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 𝘂𝘀 𝘄𝗵𝗶𝗹𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗺𝗼𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝗶𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗰𝗼𝗻𝗰𝗲𝗽𝘁𝘀 𝗯𝘆 𝗰𝗹𝗶𝗰𝗸𝗶𝗻𝗴 𝗮𝗻𝘆 𝗼𝗳 𝘁𝗵𝗲 𝗹𝗶𝗻𝗸𝘀 𝗯𝗲𝗹𝗼𝘄 𝗳𝗼𝗿 𝗳𝗿𝗲𝗲 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀: Website: https://therollup.co/ Spotify: https://open.spotify.com/show/1P6ZeYd9vbF3hJA2n7qoL5?si=f5ab82aaf7e2428d Podcast: https://therollup.co/category/podcast Follow us on X: https://www.x.com/therollupco Follow Rob on X: https://www.x.com/robbie_rollup Follow Andy on X: https://www.x.com/ayyyeandy Join our TG group: https://t.me/+8ARkR_YZixE5YjBh The Rollup Disclosures: https://therollup.co/the-rollup-discl 𝗗𝗜𝗦𝗖𝗟𝗔𝗜𝗠𝗘𝗥: 𝘐𝘯𝘷𝘦𝘴𝘵𝘪𝘯𝘨 𝘪𝘯 𝘤𝘳𝘺𝘱𝘵𝘰𝘤𝘶𝘳𝘳𝘦𝘯𝘤𝘺 𝘢𝘯𝘥 𝘋𝘦𝘍𝘪 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮𝘴 𝘤𝘰𝘮𝘦𝘴 𝘸𝘪𝘵𝘩 𝘪𝘯𝘩𝘦𝘳𝘦𝘯𝘵 𝘳𝘪𝘴𝘬𝘴 𝘪𝘯𝘤𝘭𝘶𝘥𝘪𝘯𝘨 𝘵𝘦𝘤𝘩𝘯𝘪𝘤𝘢𝘭 𝘳𝘪𝘴𝘬, 𝘩𝘶𝘮𝘢𝘯 𝘦𝘳𝘳𝘰𝘳, 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮 𝘧𝘢𝘪𝘭𝘶𝘳𝘦 𝘢𝘯𝘥 𝘮𝘰𝘳𝘦. 𝘈𝘵 𝘤𝘦𝘳𝘵𝘢𝘪𝘯 𝘱𝘰𝘪𝘯𝘵𝘴 𝘵𝘩𝘳𝘰𝘶𝘨𝘩𝘰𝘶𝘵 𝘵𝘩𝘪𝘴 𝘤𝘩𝘢𝘯𝘯𝘦𝘭, 𝘸𝘦 𝘮𝘢𝘺 𝘦𝘢𝘳𝘯 𝘢 𝘤𝘰𝘮𝘮𝘪𝘴𝘴𝘪𝘰𝘯 𝘰𝘳 𝘧𝘦𝘦 𝘢𝘴 𝘢 𝘴𝘱𝘰𝘯𝘴𝘰𝘳𝘴𝘩𝘪𝘱, 𝘪𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴 𝘵𝘩𝘦 𝘤𝘢𝘴𝘦 𝘸𝘦 𝘸𝘪𝘭𝘭 𝘢𝘭𝘸𝘢𝘺𝘴 𝘮𝘢𝘬𝘦 𝘴𝘶𝘳𝘦 𝘪𝘵 𝘪𝘴 𝘤𝘭𝘦𝘢𝘳. 𝘞𝘦 𝘢𝘳𝘦 𝘴𝘵𝘳𝘪𝘤𝘵𝘭𝘺 𝘢𝘯 𝘦𝘥𝘶𝘤𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮, 𝘯𝘰𝘵𝘩𝘪𝘯𝘨 𝘸𝘦 𝘰𝘧𝘧𝘦𝘳 𝘪𝘴 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘢𝘥𝘷𝘪𝘤𝘦. 𝘞𝘦 𝘢𝘳𝘦 𝘯𝘰𝘵 𝘱𝘳𝘰𝘧𝘦𝘴𝘴𝘪𝘰𝘯𝘢𝘭𝘴 𝘰𝘳 𝘭𝘪𝘤𝘦𝘯𝘴𝘦𝘥 𝘢𝘥𝘷𝘪𝘴𝘰𝘳𝘴.
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