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@multivitaman

ai eng @ arcawealth.ai | prev @stripe | nyc
United States amans.co Joined June 2014
738 Following 333 Followers 1.9K Posts

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Aman Verified account @multivitaman
most agent harness innovation is aimed getting agents to reliably churn through longer and longer running tasks.

financial services work however, is less long-running, more long horizon: a 401k rollover that takes weeks across multiple emails, three phone calls to the provider, a phyiscal check in the mail, and multiple human handoffs and decisions in between.

arca's agent harness was built for exactly this shape of work, allowing agents to drive long horizon outcomes through people.

my talk @aiDotEngineer covers how we built this, and how this enables us to steer how our business operates by steering our agents.

(we're hiring!)

youtube.com/watch?v=oP2WLF…
www.youtube.com Inside Arca's Long-Horizon Agents That Run the Business - Aman Singh, Arca Arca is an AI-native financial services firm where agents don't ass...
Aman Verified account @multivitaman
that stat is bonkers.

the fortune 500 spend just 0.1% of their expenses with ant.

there’s room to 10x, 20x, 50x (!!) this number and still be at 1-5% of enterprise spend on AI

wild
Social Capital Verified account @socialcapital Oct 26
At the end of 2023, Anthropic had ~20 customers spending $100K+ a year. As of September, it had more than 11,900.

Yet in Q3, its Fortune 500 customers spent, on average, less than 0.1% of their total expenses on Anthropic.
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Aman Verified account @multivitaman
spoke to enterprise leaders at @aiDotEngineer recently

my takeaway was no one really knows what they’re doing.

all execs want to be “AI native” but totally failing to align model capability with governance, security, adoption, etc.

grateful to be at a startup