Give your AI agent real SEC data (financials + insider signals) in 5 minutes
Article summary
Quick briefing — cleaned from the original RSS feed
Ask an LLM "What was Apple's revenue last quarter?" or "Are insiders buying NVIDIA right now?" and you'll often get a confident, wrong answer. Financial numbers are exactly the kind of thing models hallucinate - and the ground truth (SEC EDGAR) is not something you can just paste into a prompt. If you've tried, you know the pain: A single 10-K is megabytes of XBRL and HTML . It blows your context window instantly. Parsing XBRL by hand is a second job. Insider trades live in Form 4 XML that…
1Key Takeaways
- Ask an LLM "What was Apple's revenue last quarter?" or "Are insiders buying NVIDIA right now?" and you'll often get a confident, wrong answer.
- Financial numbers are exactly the kind of thing models hallucinate - and the ground truth (SEC EDGAR) is not something you can just paste into a prompt.
- If you've tried, you know the pain: A single 10-K is megabytes of XBRL and HTML .
- It blows your context window instantly.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that ask an LLM "What was Apple's revenue last quarter?" or "Are insiders buying NVIDIA right now?" and you'll often get a confident, wrong answer.
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