How AI Agents Are Replacing Hedge Fund Managers with Pei Chen of Theoriq
The Rollup20 Dec 2025

How AI Agents Are Replacing Hedge Fund Managers with Pei Chen of Theoriq

AI agents are moving from demos to managing real capital and replacing hedge fund managers in the process.

In this episode of AI Supercycle, we sit down with Pei Chen of Theoriq to explore how AI agents are transitioning from proof-of-concepts to autonomous economic agents managing real money.

Pei breaks down the trust problem around letting AI control our money and what happens when white-collar jobs get disrupted first.


We discuss:

- AI going from demos to managing real capital

- Why Gemini dominated 2025's model wars

- How AI agents are replacing hedge fund managers

- Theoriq's Alpha Vault: 25% returns through agent coordination

- The trust problem: when should we let AI control our money?

- White-collar jobs getting disrupted first

- AI building AI: the inception problem

- Future of junior engineering roles with AI


Timestamps:

00:00 Intro

01:30 Theoriq's TGE week recap

04:02 Intelligence layer architecture

09:19 One word to describe 2025 in AI

14:15 AI meeting the real economy

16:02 Bootstrapping DeFi liquidity with agents

19:48 White-collar jobs getting disrupted first

21:01 Hibachi Ad, Trezor Ad, Yeet Ad

23:09 Best AI model prediction for market analysis

27:13 Distribution vs integration in 2025

32:45 Which AI codes best?

34:33 InfiniFi Ad, Halliday Ad, Kalshi Ad

35:36 AI building AI: the inception problem

37:51 Future of junior engineering roles


Website: https://therollup.co/

Spotify: https://open.spotify.com/show/1P6ZeYd...

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/+TsM1CRpWFgk1NGZh

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.

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(722)

Nathan McCauley: Tokenized Deposits Are The Real Trojan Horse For Banks (Insider Take)

Nathan McCauley: Tokenized Deposits Are The Real Trojan Horse For Banks (Insider Take)

Nathan McCauley says most banks don't actually know how much money is in their own accounts until the end of the day, and he explains why tokenized deposits are quietly fixing that. The Anchorage Digi...

27 Sep 23min

Dragonfly's Haseeb Qureshi: The Biggest Digital Assets Bull Market Has Started (Here's How I’m Positioned)

Dragonfly's Haseeb Qureshi: The Biggest Digital Assets Bull Market Has Started (Here's How I’m Positioned)

Haseeb Qureshi joins to catch us up on his portfolio, why he's extremely bullish on perps, tokenization, and prediction markets. He explains how more than half of Hyperliquid's volume is already real-...

26 Sep 29min

Se Yong Park: Why The Trillion Dollar Opportunity Is Social (Ground Floor)

Se Yong Park: Why The Trillion Dollar Opportunity Is Social (Ground Floor)

Se Yong Park says FOMO has the first objective feedback loop in social media history: you made money, or you didn't. He frames it as social media three, the speculation graph following Facebook's soci...

24 Sep 18min

Carlos Domingo: Why Tokenization Goes From Billions To Trillions (Full Thesis)

Carlos Domingo: Why Tokenization Goes From Billions To Trillions (Full Thesis)

Carlos Domingo says what Robinhood issued are debt securities, and the industry is conflating three very different products under one word. He walks through all three models, explains why only one giv...

22 Sep 17min

Ethena CEO: The Market Just Got 60x Bigger (Everything Changes)

Ethena CEO: The Market Just Got 60x Bigger (Everything Changes)

RWA perps just expanded Ethena's addressable market from $2.5 trillion of crypto to $150 trillion of everything else. Guy Young explains why he thinks that's a bigger unlock than anything USDe has don...

20 Sep 18min

Kevin O'Leary: Crypto Becomes The 12th Sector Of The S&P (Full Thesis)

Kevin O'Leary: Crypto Becomes The 12th Sector Of The S&P (Full Thesis)

Kevin O’Leary joins us in NYC for an interview about his allocation and views on the digital asset market.Digital assets becoming the twelfth sector of the S&P was his core framing. He thinks it gets ...

19 Sep 12min

Circle CEO: The Entire Financial System Is Coming Onchain (We’re Still Early)

Circle CEO: The Entire Financial System Is Coming Onchain (We’re Still Early)

Jeremy Allaire joins us from the Arc mainnet launch event in NYC this week to discuss the explosive growth ahead of agentic finance.Mobile existed for fifteen years before iOS and Android made it actu...

18 Sep 14min

Will Peck: How WisdomTree Went From $30M To Over $1 Billion Onchain (Full Breakdown)

Will Peck: How WisdomTree Went From $30M To Over $1 Billion Onchain (Full Breakdown)

WisdomTree's Head of Digital Asset's Will Peck joins us for Episode #1 of Convergence, our new institutional product for sophisticated investors in partnership with Jacquelyn Melinek and StrataMedia.W...

16 Sep 34min

Populärt inom Teknik

natets-morka-sida
uppgang-och-fall
elbilsveckan
bilar-med-sladd
market-makers
rss-laddstationen-med-elbilen-i-sverige
rss-en-ai-till-kaffet
rss-elektrikerpodden
skogsforum-podcast
rss-technokratin
rss-ai-med-jonas-benjamin
rss-sakerhetspodcasten
rss-uppgang-och-fall
rss-veckans-ai
rss-snacka-om-ai
developers-mer-an-bara-kod
rss-powerboat-sverige-podcast
bli-saker-podden
rss-it-sakerhetspodden
rss-fabriken-2