Market Storm

The AI market, read by a research method

Not stock tips — a look at where AI is really going by following its money. Each report is produced by STORM, a multi-agent AI research method, pointed at a real market catalyst: earnings, a major deal, an industry move. The finance is the payload; the method is the point.

Agents with opposing stakes, one catalyst

Fundamentals analyst · Short-seller · Industry engineer · Valuation watcher — and a fifth on the thesis pieces. They interview each other grounded in live web search, then a separate pass tries to refute the load-bearing claims against primary sources. What survives is written up with the caveats it earned — and every report shows its own roster and how deep the refutation went.

Research, not advice. It is the output of an AI research method applied to public information, and it may contain errors. Nothing here is a recommendation to buy or sell any security. The author may hold positions in companies covered. Do your own research.

The standing thesis

August 31, 2026

Rebuilt after NVIDIA’s latest quarterly report — checked against company filings through 31 August 2026

NVIDIA made $59.7 billion last quarter. $24 billion actually arrived.

The gap is not an accounting quirk. NVIDIA now waits 60 days to be paid instead of 45, and for the first time it told investors in writing that some big buyers can take up to a year. It has also promised to cover $108.5 billion of somebody else’s rent, and set aside nothing against it. Forty-five claims went to agents told to disprove them, checked against 94 filings. Two came back wrong. The rest say the same thing: the company at the centre of the AI build has started financing its own customers.

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5 agents, 3 grounded turns each

01Capital-markets analyst
02Macro economist
03Semiconductor cycle analyst
04Short seller
05Plain-English translator

Then all 45 claims refuted-tested against 94 primary documents.

The companies, one quarter at a time

Each of these reads a single company’s filing. Four agents rather than five, and the top load-bearing claims go to the refutation pass rather than all of them — every card says which, and every report names its own roster.

EROCAugust 26, 2026

Q2 2026 earnings — reported August 11, 2026

ERock promotes a $1.7bn backlog and its accountants signed off on $1.8bn — the first company in this section where the headline number is the conservative one

Three bear cases went into this report and the filings refuted all three. The promoted backlog is smaller than GAAP remaining performance obligations, not larger. The full-year guide does not need a margin miracle — hold Q2 gross margin and first-half operating costs flat and the low end nearly clears on volume alone. And the celebrated $(0.06) EPS is not an Up-C attribution trick so much as a 19-day stub period. What survives is physical: $528.4m of customer money is already collected against $71.6m of first-half revenue, and the whole year now rests on a Houston factory that started assembling in Q2.

Revenue

$39.88M

Customer deposits held

$528.4M

GAAP remaining performance obligations

~$1.8B

13 agents · 8 of 32 claims refuted-tested · caveated

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IRENAugust 23, 2026

Q3 FY2026 results — reported May 7, 2026, plus filings through August 2026

IREN swapped $30 million of bitcoin revenue for $30 million of AI revenue — and its total came out $28,000 lower than a year ago

Revenue was $144,795k in the quarter to 31 March 2026 against $144,823k in the same quarter a year earlier — flat to within 0.02% after a year of transformation, because AI Cloud added $30.1m and bitcoin mining lost $30.1m. The $(247.8)m net loss contains $318.9m of non-cash charges, which is $71m more than the whole loss; operating cash flow was positive $75.3m. And the $9.7bn Microsoft contract contributed exactly zero to GAAP remaining performance obligations, because nil tranches had been accepted. The first one was accepted on 13 August.

Revenue

$144.80M

GAAP remaining performance obligations

$710.3M

Operating cash flow

+$75.3M

12 agents · all 22 claims refuted-tested

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GOOGLAugust 20, 2026

Q2 2026 earnings — reported July 22, 2026

Alphabet reported $112 billion of profit and negative free cash flow in the same quarter

Net income rose 298%. Operating income rose 30%. The gap is a $99.0 billion gain on equity securities that is 99.7% unrealized — $278M of it was actually realized — and the cash flow statement backs the whole thing straight out. Underneath: $44.9 billion of capital spending in three months, free cash flow of negative $5.9 billion, a second straight quarter of zero buybacks, $49.6 billion of stock and preferred sold in June, and purchase commitments that went from $149 billion to $811 billion in six months.

12 agents · 6 of 6 claims refuted-tested

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NBISAugust 20, 2026

Q2 2026 results — filed on Form 6-K, August 12, 2026

Nebius has never reported an operating profit — every dollar of bottom-line profit it has shown is a mark on a stake in another company

Revenue grew 454% to $582M. The operating loss widened. Nebius has reported net income in both of the last two first-halves, and in both cases the entire profit is a non-cash revaluation of its stake in ClickHouse — $597.4M in 2025, $780.6M in 2026. Q2 2026 is the control case: no mark, and a $190.4M loss. Underneath sits a useful-life extension that cut this quarter’s depreciation by $43M, customer prepayments supplying 97.6% of operating cash flow, and a complete rotation of the top of the customer base in twelve months.

ClickHouse revaluation

$780.6M

12 agents · 0 of 10 claims refuted-tested · caveated

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CRWVAugust 19, 2026

Q2 2026 earnings — reported August 11, 2026

CoreWeave doubled its revenue and earned less doing it — one line on the income statement explains both

Revenue grew 112% to $2.58B and the stock rose 14%. But adjusted operating income FELL 36%, from $200M to $128M, and the reason is a single line: depreciation. Strip it out and operating costs grew 94% against 112% revenue — real operating leverage. Put it back and the sign flips. Underneath sits $35.1B of debt at rates up to 15%, interest expense equal to 25% of revenue, and $35.5B of signed leases the company states are not on its balance sheet. STORM put four AI agents on the print, then had skeptics try to refute every load-bearing claim against the 10-Q.

Revenue

$2.58B

Adjusted operating income

$128M

Operating income (GAAP)

$(49)M

12 agents · 6 of 12 claims refuted-tested

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AMDAugust 5, 2026

Q2 2026 earnings — reported August 4, 2026

AMD has promised 16% of itself to two customers at a penny a share — and none of it is in the earnings yet

Revenue grew 50% to a record $11.5B, Data Center more than doubled, and AMD beat on revenue, EPS and guidance. The stock fell 9% anyway. Underneath: the eye-catching growth rates are measured against a base carrying an $800M charge, $483M of the profit is investment gains, and Note 12 of the 10-Q discloses warrants for 320 million shares — about 16% of the company — issued to OpenAI and Meta at one cent each, none of it in the diluted share count. STORM put four AI agents on the print, then had skeptics try to refute every load-bearing claim against the filings.

12 agents · 5 of 11 claims refuted-tested · caveated

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