AI bubble

Assesses whether an AI project at your company pays back, from the costs and savings you paste, with a payback estimate and the weakest assumption named.

Checks a pasted ETF factsheet against ten plain questions on holdings, costs and concentration, and lists what to confirm with the fund provider.

Checks a list of your own holdings for how much rides on AI-linked companies, showing the shares as percentages and what a 30 percent fall in them would do.

Compares the AI revenue and AI spending figures you paste, shows the gap and the payback time, and says what the numbers cannot tell you.

Compares running an open-source AI model yourself with paying for a hosted one, for your own use case, with costs you enter and a verdict first.

Compares the AI boom with the dot-com bubble on five criteria, using only the facts you supply, with similarities and differences in a table.

Compares how two large tech companies earn money from AI using only the filings you paste, with a verdict first and a table of what is not stated.

Sets up a news checker that rates each AI bubble headline you paste on evidence and wording, in under 120 words per turn.

Reads a pasted series of GPU rental prices, describes the trend in numbers and lists three explanations with the evidence that would separate them.

Reviews a chart used in the AI bubble debate for misleading choices in axes, time span and comparison, and says what it can and cannot support.

Reviews your own notes on a chipmaker stock for gaps, unsupported claims and missing risks, with the biggest weakness named first.

Reviews why an AI pilot at work failed, from your account of it, and sorts the causes into five groups with one fix for each and no blame on individuals.

Sanity-checks the valuation of an AI startup from the numbers you paste, showing the revenue multiple it implies and the assumptions it needs to be fair.

Stress-tests a startup's cash runway in three funding scenarios from your own numbers, and lists the cuts and milestones that buy the most months.

Tests whether the housing bubble is a fair comparison for AI by checking five mechanisms one at a time, with a fit score for each and a short verdict.

Weighs the evidence you paste on whether AI is a bubble, with a verdict first, two columns of evidence and a list of what would change the verdict.