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AI agents are moving from executing narrow tasks to holding discretion over balance sheets. Gordon Liao discusses why the rails those agents transact on will define the next five to ten years of finance.

28,047 просмотров • 1 месяц назад •via X (Twitter)

Комментарии: 26

Фото профиля Reah
Reah1 месяц назад

@gordonliao It’s one thing to automate a task. It’s another to hand over financial judgment.

Фото профиля Roti Ira
Roti Ira1 месяц назад

@gordonliao

Фото профиля 韩立
韩立1 месяц назад

@gordonliao Steve is AI agents too....right?

Фото профиля Abstraxn
Abstraxn1 месяц назад

@gordonliao "Discretion over balance sheets" is the line to sit with. Rails decide how value moves, not whether an agent was allowed to move it. Discretion only scales when spend limits and allowlists are enforced at signing, below the model. Rails settle. Policy authorizes.

Фото профиля Adam
Adam1 месяц назад

@gordonliao You folks should announce a stock buyback program this week. @circle @jerallaire

Фото профиля EMCD Coinhold Wallet
EMCD Coinhold Wallet1 месяц назад

@gordonliao 🧠 Giving AI agents balance-sheet discretion makes controls more important than speed. The winning rail will expose limits, audit trails, and a kill switch by default. Will users trust autonomous finance without visible human override?

Фото профиля acj
acj1 месяц назад

@gordonliao Good frame. Rails decide how money moves; the account decides what an agent is allowed to move it for. Nobody hands over a balance sheet until they can bound what comes out of it.

Фото профиля Jason傑森 🇭🇰 | 🛠️
Jason傑森 🇭🇰 | 🛠️1 месяц назад

@gordonliao 这帮ai是要当资本巨鳄啊

Фото профиля Xora_pussy🌊RIVER
Xora_pussy🌊RIVER1 месяц назад

@gordonliao balance sheet discretion is where agents stop being toys. rails need limits, logs, and instant settlement or the CFO is basically babysitting a very confident intern lol

Фото профиля Sarbadin
Sarbadin1 месяц назад

@gordonliao In next few years AI will be handling balance sheet with the rails ot stablecoins

Фото профиля Jeremy (Parody)
Jeremy (Parody)1 месяц назад

@gordonliao Circle standard for the best!

Фото профиля nguyen-bain-hung
nguyen-bain-hung1 месяц назад

@gordonliao @jerallaire and @circle are pioneering the institutional infrastructure needed for AGI finance. ✨

Фото профиля nhung_Drelick
nhung_Drelick1 месяц назад

@gordonliao @jerallaire and @circle are perfectly pacing infrastructure for the impending AGI era. ✨

Фото профиля Dave Burrells
Dave Burrells1 месяц назад

Once agents hold discretion over balance sheets, the real questions explode: Who is liable when software moves the money? How much autonomy is too much? Regulators are trying to arrive first this time. The FCA just signalled a major shift and is using the Sandbox as a live lab for the agentic economy’s rules. Full context 👇

Фото профиля jungjaeryeong
jungjaeryeong1 месяц назад

@gordonliao Morgan Stanley valued you at $35—where did you run off to after hearing that? Oh, so you're actually accepting that fact?

Фото профиля gArc
gArc1 месяц назад

@gordonliao gArc

Фото профиля noxli
noxli1 месяц назад

@gordonliao Circle is building tomorrow's financial rails today relentlessly

Фото профиля The AI Therapist
The AI Therapist1 месяц назад

@gordonliao Stablecoin rails just became AI's credit card. margin shifts from compute to settlement. finally.

Фото профиля TechWatcher
TechWatcher1 месяц назад

@gordonliao nah circle literally building the future while everyone sleeps lol

Фото профиля BlockBooster
BlockBooster1 месяц назад

@gordonliao Stablecoin rails will have to enforce investment mandates and record every allocation decision once agents hold balance sheet discretion.

Фото профиля The AI Breakroom
The AI Breakroom1 месяц назад

This is where agent autonomy stops being a UX question and becomes an accountability question. If an agent can move value, the important layer is not only payments rails; it is policies, auditability, limits, human override, and clear identity for which agent made which decision.

Фото профиля Abdelaziz M. ®️⚜️
Abdelaziz M. ®️⚜️1 месяц назад

Agreed. And the part that gets underweighted: once an agent holds discretion over a balance sheet, the rail's job stops being "move the value" and becomes "know who is moving it, and bound what they can do." Settlement is nearly solved. The open question for the next decade is the counterparty one, who is this agent, and what happens when it fails mid-transaction. Rails that carry discretion need memory, not just throughput.

Фото профиля Blockchain Buzz
Blockchain Buzz1 месяц назад

@gordonliao Giving AI agents control over balance sheets sounds like a disaster waiting to happen. What more if its with an always depegging stablecoin like USDC?!

Фото профиля thanhnguyen.fisla
thanhnguyen.fisla1 месяц назад

@gordonliao @gordonliao provides a brilliant roadmap for secure corporate treasury automation. 🤯

Фото профиля NassaurHei. usdc
NassaurHei. usdc1 месяц назад

@gordonliao the future isn't just ai agents—it's giving them rails they can actually trust. that's where usdc wins

Фото профиля Nuno Hayden
Nuno Hayden1 месяц назад

@gordonliao @circle programmable money allows strict, non-custodial risk guardrails for AGI execution. ✨

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