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Industry · Week 44, 2026

Finance & banking

What the field argues about, where people say it is heading, and what those ahead of the curve are doing.

Markets, money and crypto
0.7%
Where the economy is heading
1.1%
People quoted
40

AI-generated Questions, positions and links named by an AI model from the quotes and figures on this page. Every quote is checked word for word against its source; numbers come only from the surveys shown. How subject pages are made

Finance & banking

Media

Finance & banking

Opinions

The questions the field argues about, and each side in the words of the people who hold it.

How much financial work should AI handle, and where should human control remain?

Automate the analysis

AI can handle analysis and routine work around advisors, while agents can prompt people to act.

So the role of AI at ARCA is not to replace the advisor, it is to replace all of the work around the advisor. So our clients don't really interface with AI directly.

Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

The analysis part is fully automated, but they're unable to actually execute any sort of money movement or liquidation automatically. We have a very deep integration with our custodian that actually gives us APIs to be able to do that.

Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

2 more quotes with Pro

Keep controls deterministic

Money movement and liquidation should not run automatically, and human review should remain for risky prompt changes.

The analysis part is fully automated, but they're unable to actually execute any sort of money movement or liquidation automatically. We have a very deep integration with our custodian that actually gives us APIs to be able to do that.

Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

Yeah, so all of our safety restrictions are fully deterministic and they take the decision making off the agent's hands.

Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

1 more quote with Pro

Can AI investment and borrowing expand without creating unacceptable financing risk?

AI funding is vulnerable

AI borrowing competes for finite financing, and large investment needs could expose strain before the technology's financial story plays out.

They're a proxy for a certain part of the market at large. The financial aspect of this story we're going to see play out, in my opinion, faster than the technological side.

Rob CopelandHard Fork, 23 Oct 2026 · from an automatic transcriptReport a problem

AI is not issuing debt in a vacuum. There are other verticals that need to tap financing too. And there is a finite amount, right.

Alexander 'Alty' AltmannOdd Lots, 29 Oct 2026 · from an automatic transcriptReport a problem

1 more quote with Pro

Growth remains intact

The AI story remains in place, even as the key question becomes whether growth is slowing and whether overinvestment will leave excess capacity.

But at some point in the future, one of the six recession red flags is you find the over investment in every cycle and you focus on that cycle because when demand slows down, there's way too much capacity.

Logan MohtashamiHousingWire Daily, 26 Oct 2026 · from an automatic transcriptReport a problem

Every economic cycle has an overinvestment. And when that overinvestment fades out, then you have too much supply of that sector, and then you have to lay off people.

Logan MohtashamiHousingWire Daily, 26 Oct 2026 · from an automatic transcriptReport a problem

1 more quote with Pro

Do digital assets offer useful financial infrastructure or mainly speculative narratives?

Build on-chain markets

As spot markets move on-chain, oracle information could be derived from on-chain properties rather than published separately.

This will change in the future because I think as spot markets move onto hyperliquid, you can imagine a system where the Oracle is actually no longer published, but rather derived from onchain properties.

Jeff YanOdd Lots, 15 Oct 2026 · from an automatic transcriptReport a problem

Separate token from product

A token can be mistaken for the product, and some tokens lack demonstrated demand beyond speculation or narrative.

But like, yeah, like, it's, it's tough and tokenomics are not easy. There's a lot of stakeholders, there's a lot of times people mistake the token for the product.

Jason PagoulatosUnchained, 23 Oct 2026 · from an automatic transcriptReport a problem

And a lot of times the tokens that we attach to things. It's just like a speculative Ponzi or something that hasn't demonstrated demand. And it's mostly just a narrative or whatever. Right. A lot of that has been what crypto is.

Jason PagoulatosUnchained, 23 Oct 2026 · from an automatic transcriptReport a problem

Finance & banking

Emotions

What published surveys counted when they asked people in and around the field.

US employees in technology, finance and professional services (Gallup Panel)Use AI daily in their role
  1. Technology42%
  2. Finance27%
  3. Professional services22%

Pulse

Pulse: what readers say

Readers who answered, not a representative sample.

Finance & banking

Direction

AI finance is heading toward automated analysis and proactive agents, while deterministic controls and human review retain authority over money movement and system changes.

So the role of AI at ARCA is not to replace the advisor, it is to replace all of the work around the advisor. So our clients don't really interface with AI directly.

Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

The analysis part is fully automated, but they're unable to actually execute any sort of money movement or liquidation automatically. We have a very deep integration with our custodian that actually gives us APIs to be able to do that.

Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

Finance & banking

Goals and visions

Forecasts and visions, with when they were said and when they can be checked.

  1. Openin the future

    This will change in the future because I think as spot markets move onto hyperliquid, you can imagine a system where the Oracle is actually no longer published, but rather derived from onchain properties.

    Jeff YanOdd Lots, 15 Oct 2026 · from an automatic transcriptReport a problem
  2. Openin the next five yearsCheck on 31 Mar 2031

    Private markets to insurance, private markets to wealth, digital assets, and active ETFs—we think these can all be $500 million revenue generators in the next five years.

    Larry FinkChairman and CEO, BlackRockBlackRock annual chairman's letter to investors, 23 Mar 2026Report a problem
  3. Openfaster than the technological side

    They're a proxy for a certain part of the market at large. The financial aspect of this story we're going to see play out, in my opinion, faster than the technological side.

    Rob CopelandHard Fork, 23 Oct 2026 · from an automatic transcriptReport a problem

40 more in the Pro forecast tracker

Finance & banking

Confusions

Common claims, and what the sources show instead.

Often said

AI is insulated from higher interest rates.

What the sources show

The cited view challenges that framing: AI borrowing competes with other sectors for finite financing, and its financing assumptions can change.

And there was this almost universal view that. And you guys would have heard it as well, AI was immune to higher interest rates.

Alexander 'Alty' AltmannOdd Lots, 29 Oct 2026 · from an automatic transcriptReport a problem

Often said

A token is the product.

What the sources show

The cited account distinguishes tokens from the products they are attached to and says some have not shown demand beyond speculation or narrative.

But like, yeah, like, it's, it's tough and tokenomics are not easy. There's a lot of stakeholders, there's a lot of times people mistake the token for the product.

Jason PagoulatosUnchained, 23 Oct 2026 · from an automatic transcriptReport a problem

Finance & banking

Ahead of the curve

What practitioners ahead of the curve say they do now.

  1. Automate analysis while preventing agents from executing money movement or liquidation.

    The analysis part is fully automated, but they're unable to actually execute any sort of money movement or liquidation automatically. We have a very deep integration with our custodian that actually gives us APIs to be able to do that.

    Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem
  2. Use deterministic safety restrictions and create a change log for every agent action.

    Yeah, so all of our safety restrictions are fully deterministic and they take the decision making off the agent's hands.

    Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem
  3. Keep a human engineer in the loop before shipping prompt changes.

    Today we still have a human, like a human engineer in the loop before we actually ship a prompt change. I've noticed that agents will make really nasty prompt changes if you leave them to it.

    Aman SinghLatent Space: The AI Engineer Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem
  4. Practice in advance for disruptions involving stablecoins.

    So what I'd say is that when I was running USDC at Coinbase, we and the Circle team literally practiced for moments like this.

    Nemil DalalUnchained, 31 Oct 2026 · from an automatic transcriptReport a problem

Finance & banking

Topics and industries

Where this field meets other topics, careers and industries.

Week 44, 2026 · 40 people quoted

Finance & banking

Discussion

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