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Week 1: Claude's $1,000 paper portfolio is at $995.66, 0.8 points behind the S&P 500

Reddit r/singularity ↗ · 2d ago

Week 1 of Anthropic's experiment shows Claude's $1,000 paper portfolio of S&P 500 stocks at $995.66, trailing a buy-and-hold SPY position by 0.80 percentage points after cautious opening buys in XOM, MSFT, GOOGL, TMO and NFLX.

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#paper-trading

Year-long experiment: Claude researches the news before every market open and trades a $1,000 paper portfolio against the S&P 500. Here's Day 1

Reddit r/singularity ↗ · 5d ago

An experiment where the Claude AI agent researches news daily and trades a $1,000 paper portfolio against the S&P 500 over a year, with Day 1 showing a slight gain compared to SPY's loss.

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#paper-trading

Where do you enforce spend or position limits for an agent that can hit a real API: the prompt, the tool schema, or the account? Notes from watching 10 trading agents on paper money.

Reddit r/AI_Agents ↗ · 5d ago

The author shares observations from a paper-trading arena with 10 AI agents trading fake money, discussing design considerations for enforcing spend or position limits when agents interact with real APIs, highlighting limitations of prompt-based checks and advocating for deterministic account-level controls.

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#paper-trading

@shmidtqq: https://x.com/shmidtqq/status/2074177517150224402

X AI KOLs Timeline ↗ · 2026-07-06 Cached

A guide on using Claude AI to automate stock trading via the Interactive Brokers API, running on a loop every 30 minutes. It covers setup, installation, and strategy execution for paper trading.

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