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 Letโ€™s dive in. The Rollup --- ๐—ช๐—ฒ ๐˜๐—ฟ๐˜† ๐—ผ๐˜‚๐—ฟ ๐—ฏ๐—ฒ๐˜€๐˜ ๐˜๐—ผ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐—ฒ ๐—ต๐—ถ๐—ด๐—ต-๐—พ๐˜‚๐—ฎ๐—น๐—ถ๐˜๐˜†, ๐—ป๐—ผ๐—ป-๐—ฏ๐—ถ๐—ฎ๐˜€๐—ฒ๐—ฑ, ๐—ฒ๐—ฑ๐˜‚๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฐ๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐—ณ๐—ผ๐—ฟ ๐˜๐—ต๐—ฒ ๐—ฐ๐—ฟ๐˜†๐—ฝ๐˜๐—ผ ๐—ฒ๐—ฐ๐—ผ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ. ๐—ฆ๐˜‚๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜ ๐˜‚๐˜€ ๐˜„๐—ต๐—ถ๐—น๐—ฒ ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ถ๐—บ๐—ฝ๐—ผ๐—ฟ๐˜๐—ฎ๐—ป๐˜ ๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐˜€ ๐—ฏ๐˜† ๐—ฐ๐—น๐—ถ๐—ฐ๐—ธ๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐˜† ๐—ผ๐—ณ ๐˜๐—ต๐—ฒ ๐—น๐—ถ๐—ป๐—ธ๐˜€ ๐—ฏ๐—ฒ๐—น๐—ผ๐˜„ ๐—ณ๐—ผ๐—ฟ ๐—ณ๐—ฟ๐—ฒ๐—ฒ ๐—ฟ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€: 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 ๐——๐—œ๐—ฆ๐—–๐—Ÿ๐—”๐—œ๐— ๐—˜๐—ฅ: ๐˜๐˜ฏ๐˜ท๐˜ฆ๐˜ด๐˜ต๐˜ช๐˜ฏ๐˜จ ๐˜ช๐˜ฏ ๐˜ค๐˜ณ๐˜บ๐˜ฑ๐˜ต๐˜ฐ๐˜ค๐˜ถ๐˜ณ๐˜ณ๐˜ฆ๐˜ฏ๐˜ค๐˜บ ๐˜ข๐˜ฏ๐˜ฅ ๐˜‹๐˜ฆ๐˜๐˜ช ๐˜ฑ๐˜ญ๐˜ข๐˜ต๐˜ง๐˜ฐ๐˜ณ๐˜ฎ๐˜ด ๐˜ค๐˜ฐ๐˜ฎ๐˜ฆ๐˜ด ๐˜ธ๐˜ช๐˜ต๐˜ฉ ๐˜ช๐˜ฏ๐˜ฉ๐˜ฆ๐˜ณ๐˜ฆ๐˜ฏ๐˜ต ๐˜ณ๐˜ช๐˜ด๐˜ฌ๐˜ด ๐˜ช๐˜ฏ๐˜ค๐˜ญ๐˜ถ๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ต๐˜ฆ๐˜ค๐˜ฉ๐˜ฏ๐˜ช๐˜ค๐˜ข๐˜ญ ๐˜ณ๐˜ช๐˜ด๐˜ฌ, ๐˜ฉ๐˜ถ๐˜ฎ๐˜ข๐˜ฏ ๐˜ฆ๐˜ณ๐˜ณ๐˜ฐ๐˜ณ, ๐˜ฑ๐˜ญ๐˜ข๐˜ต๐˜ง๐˜ฐ๐˜ณ๐˜ฎ ๐˜ง๐˜ข๐˜ช๐˜ญ๐˜ถ๐˜ณ๐˜ฆ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฎ๐˜ฐ๐˜ณ๐˜ฆ. ๐˜ˆ๐˜ต ๐˜ค๐˜ฆ๐˜ณ๐˜ต๐˜ข๐˜ช๐˜ฏ ๐˜ฑ๐˜ฐ๐˜ช๐˜ฏ๐˜ต๐˜ด ๐˜ต๐˜ฉ๐˜ณ๐˜ฐ๐˜ถ๐˜จ๐˜ฉ๐˜ฐ๐˜ถ๐˜ต ๐˜ต๐˜ฉ๐˜ช๐˜ด ๐˜ค๐˜ฉ๐˜ข๐˜ฏ๐˜ฏ๐˜ฆ๐˜ญ, ๐˜ธ๐˜ฆ ๐˜ฎ๐˜ข๐˜บ ๐˜ฆ๐˜ข๐˜ณ๐˜ฏ ๐˜ข ๐˜ค๐˜ฐ๐˜ฎ๐˜ฎ๐˜ช๐˜ด๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ฐ๐˜ณ ๐˜ง๐˜ฆ๐˜ฆ ๐˜ข๐˜ด ๐˜ข ๐˜ด๐˜ฑ๐˜ฐ๐˜ฏ๐˜ด๐˜ฐ๐˜ณ๐˜ด๐˜ฉ๐˜ช๐˜ฑ, ๐˜ช๐˜ง ๐˜ต๐˜ฉ๐˜ช๐˜ด ๐˜ช๐˜ด ๐˜ต๐˜ฉ๐˜ฆ ๐˜ค๐˜ข๐˜ด๐˜ฆ ๐˜ธ๐˜ฆ ๐˜ธ๐˜ช๐˜ญ๐˜ญ ๐˜ข๐˜ญ๐˜ธ๐˜ข๐˜บ๐˜ด ๐˜ฎ๐˜ข๐˜ฌ๐˜ฆ ๐˜ด๐˜ถ๐˜ณ๐˜ฆ ๐˜ช๐˜ต ๐˜ช๐˜ด ๐˜ค๐˜ญ๐˜ฆ๐˜ข๐˜ณ. ๐˜ž๐˜ฆ ๐˜ข๐˜ณ๐˜ฆ ๐˜ด๐˜ต๐˜ณ๐˜ช๐˜ค๐˜ต๐˜ญ๐˜บ ๐˜ข๐˜ฏ ๐˜ฆ๐˜ฅ๐˜ถ๐˜ค๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ๐˜ข๐˜ญ ๐˜ค๐˜ฐ๐˜ฏ๐˜ต๐˜ฆ๐˜ฏ๐˜ต ๐˜ฑ๐˜ญ๐˜ข๐˜ต๐˜ง๐˜ฐ๐˜ณ๐˜ฎ, ๐˜ฏ๐˜ฐ๐˜ต๐˜ฉ๐˜ช๐˜ฏ๐˜จ ๐˜ธ๐˜ฆ ๐˜ฐ๐˜ง๐˜ง๐˜ฆ๐˜ณ ๐˜ช๐˜ด ๐˜ง๐˜ช๐˜ฏ๐˜ข๐˜ฏ๐˜ค๐˜ช๐˜ข๐˜ญ ๐˜ข๐˜ฅ๐˜ท๐˜ช๐˜ค๐˜ฆ. ๐˜ž๐˜ฆ ๐˜ข๐˜ณ๐˜ฆ ๐˜ฏ๐˜ฐ๐˜ต ๐˜ฑ๐˜ณ๐˜ฐ๐˜ง๐˜ฆ๐˜ด๐˜ด๐˜ช๐˜ฐ๐˜ฏ๐˜ข๐˜ญ๐˜ด ๐˜ฐ๐˜ณ ๐˜ญ๐˜ช๐˜ค๐˜ฆ๐˜ฏ๐˜ด๐˜ฆ๐˜ฅ ๐˜ข๐˜ฅ๐˜ท๐˜ช๐˜ด๐˜ฐ๐˜ณ๐˜ด.
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