Research notes · September 3, 2026
Eight research notes from six publishers: Broadcom's $230B AI guide splits Wall Street, Snowflake's flywheel accelerates, and gold sits at a bull/bear fork
On 2026-09-03 six paid research publishers tracked here published eight pieces. Two were earnings reactions -- FundaAI's review of Snowflake's fiscal second quarter and TMT Breakout's morning wrap covering Broadcom, Snowflake, HPE and NetApp -- and a separate TMT Breakout close-of-day macro wrap covered the same session's broader rally. FundaAI also published a long-form enterprise-AI-adoption report built on nineteen anonymized company interviews. Simon's Substack laid out a technical bull/bear split for gold, Cassandra Unchained published a trading-diary reaction to Lululemon's post-earnings drop, James Bulltard logged an options-flow trading diary centered on Broadcom, and Capital Wars' weekly liquidity update arrived without its underlying data. Every statement below is attributed to the publisher that made it; Quant Data did not verify these numbers and takes no view.
What was published
| Publisher | Ticker | Title | Points extracted |
|---|---|---|---|
| Capital Wars | macro | Global Liquidity Watch: Weekly Update | 2 |
| Cassandra Unchained | LULU | Short Thoughts - Cassandra in Flames? | 9 |
| FundaAI | macro | Deep|LLM: Enterprise AI Application Research (Vol.2) - Growth Keeps Flowing into Production Workflows; ROI Realization Is Gated by the Hours-Saved Threshold | 30 |
| FundaAI | SNOW | Review|SNOW FY27Q2: Beyond a Single Product, a Data Flywheel That Merits a Longer Horizon | 20 |
| James Bulltard | AVGO | 9/3/26 Recap | 15 |
| Simon's Substack | GLD | Gold’s Bull & Bear Case | 12 |
| TMT Breakout | macro | TMTB EOD Wrap | 24 |
| TMT Breakout | AVGO | TMTB Morning Wrap | 36 |
"Points extracted" counts the discrete claims (numbers, theses, risks, catalysts, falsification points) pulled from each piece during ingestion. It measures how much a piece asserts, not how good it is.
What each piece said
Capital Wars — Global Liquidity Watch: Weekly Update
Capital Wars' weekly Global Liquidity Watch arrived without its data table this week; the piece that published reduces to methodology footnotes and disclaimers, with no liquidity index reading, no growth rate and no monetary-base figure. Capital Wars notes its monthly full data covers 90 countries, while weekly flash estimates derive from five central banks (Fed, PBoC, ECB, BoJ, BoE) plus G7-and-China high-grade collateral values. No directional or numeric content survived for this issue.
Cassandra Unchained · LULU — Short Thoughts - Cassandra in Flames?
Cassandra Unchained reports Lululemon fell roughly 20% after-hours following its earnings, and says the author will hold and buy aggressively below $100, citing a valuation 'well under IV15,' a new CEO arriving this month, and a hope of an eventual private-equity buyout. The author, writing in his own account, cites past portfolio rebounds in Adobe, Molina and Veeva as precedent, alongside a permanent-loss case in Tailored Brands, and flags the PE-buyout thesis as an unconfirmed, self-described fallback assumption.
FundaAI — Deep|LLM: Enterprise AI Application Research (Vol.2) - Growth Keeps Flowing into Production Workflows; ROI Realization Is Gated by the Hours-Saved Threshold
FundaAI's second round of nineteen anonymized enterprise interviews plus two advisors reports overall AI spend still growing but diverging: budgets are shifting from subscription seats toward API/token consumption, moving from roughly 90/10 a year ago to about 50/50 today. FundaAI cites a European insurer where claims-QA accuracy rose about 15 points (70% to 85%+) after a model upgrade, and describes an 'hours-saved threshold' near 30% before efficiency gains convert into reallocable capacity; below that, savings of 5-10% do not lower project cost.
FundaAI · SNOW — Review|SNOW FY27Q2: Beyond a Single Product, a Data Flywheel That Merits a Longer Horizon
FundaAI reports Snowflake's fiscal Q2 product revenue grew 37% year over year, beating sell-side consensus by 5.2 points, with full-year guidance raised from 31% to 36% -- one of the largest guidance increases in company history. FundaAI cites Cortex Code accounts above 9,100 (2,000+ net new this quarter) and CoWork accounts at 5,800, up nearly 11% sequentially, and argues the AI products now drive a cross-product 'data flywheel' rather than a standalone revenue story, meriting a longer investment horizon.
James Bulltard · AVGO — 9/3/26 Recap
James Bulltard's options-flow trading diary notes Broadcom guided 2028 EPS to $30 (about 10x the current price) yet the stock fell 6% the same day; the author flags an institutional sale of 7,000 AVGO $290 November puts at 4.28 as a bet against a breakdown. The diary also logs the author's own trades in TTD, FRVO and MDT, and admits the AGX trade was pure flow-following with no fundamental knowledge of the name.
Simon's Substack · GLD — Gold’s Bull & Bear Case
Simon's Substack lays out two Cycles-based technical paths for gold: a bear case (called more likely) where the current Daily Cycle has already 'failed' and price pulls back to its 20-day moving average, versus a bull case requiring a close above the $4,772 prior high within about 9 trading days (around September 15-17) to confirm a bullish Weekly Cycle. The author also notes silver's historical multi-month 'rest periods' typically last about 8 months, with the current one still underway.
TMT Breakout — TMTB EOD Wrap
TMT Breakout's close-of-day wrap attributes the rally to dovish Fed commentary from Governor Waller and OpenAI's Astra model release, with QQQ up about 1.2%. It reports Broadcom's combined $230B FY27/FY28 AI revenue guide lit up custom-chip suppliers (Celestica +11.5%) even as AVGO itself fell 3% on concentration concerns tied to OpenAI and Anthropic; storage names HPE, NetApp and Pure Storage all rose on results, while optical names LITE, COHR and CIEN lagged the broader AI-infrastructure rally.
TMT Breakout · AVGO — TMTB Morning Wrap
TMT Breakout's morning wrap covers Broadcom's Q3 revenue of $29.59B (+85.5% y/y) and first-ever FY27/FY28 AI revenue guidance of $115B/$230B, alongside Snowflake's 36.8% product-revenue growth and raised FY27 guide, HPE's 40.4% gross margin that management itself called a 'high-water mark,' and NetApp's beat overshadowed by guidance implying only about 9% H2 growth. It also relays a dozen-plus sell-side rating and price-target changes across CRWD, SHOP, MSFT, DASH, RDDT, UBER, ACN, TTD, HPQ, APP and CVNA.
Directional statements on the record
Each row is a dated fact: a named source expressed a direction on a named ticker. Where a publisher was relaying a broker's rating change, the originating voice is in the "via" column. None of this is a recommendation from Quant Data.
| Publisher | Via | Ticker | Stance | Statement |
|---|---|---|---|---|
| Cassandra Unchained | author's own account | LULU | Bullish | Holding and will buy aggressively below $100 after the post-earnings drop, citing valuation 'well under IV15' and a new CEO arriving this month. |
| James Bulltard | author's own account | TTD | Bullish | Added 10,000 shares at 14.76 and sold Friday $15 covered calls for .16; remains net long, below the CEO's own $25 purchase price. |
| James Bulltard | author's own account | FRVO | Bullish | Bought 3,000 more shares at 17.30 and sold September $20 covered calls for .50 after the company's Google deal. |
| James Bulltard | author's own account | MDT | Bullish | Sold 50 $90 puts expiring next week at .47, an economically bullish substitute for buying the institutional $95/$96 call flow observed that day. |
| James Bulltard | author's own account | AGX | Exited | Liquidated the position at 447 after an earnings pop, admitting it was a pure flow-follow with no fundamental knowledge of the name. |
| James Bulltard | unidentified institutional options seller | AVGO | Bullish | 7,000 $290 November puts sold at 4.28, an economically bullish bet against AVGO breaking below $290. |
| Simon's Substack | author's own account | GLD | Neutral | Trades rule-based trigger levels rather than a directional bet, though the author calls the bear case (continued weakness toward the 20-day average) more likely than the bull case. |
| TMT Breakout | Citizens | SHOP | Bullish | Market Outperform maintained, $185 price target, calling Shopify the clearest beneficiary of Anthropic's new shopping agent. |
| TMT Breakout | Bernstein | MSFT | Bullish | Outperform reiterated, $660 price target, after FY27 segment changes moved GitHub Cloud and Security Copilot out of Azure. |
| TMT Breakout | Wolfe | DASH | Bullish | Buy rating; raised 2027 EBITDA model to about $5.1B, roughly 3% above prior estimate. |
| TMT Breakout | BTIG | UBER | Bullish | Buy reiterated, $100 price target, expecting Q3 results near the high end of guidance. |
| TMT Breakout | Morgan Stanley | ACN | Neutral | Equal-weight maintained, $130 price target, despite acceleration in acquisition-driven inorganic growth. |
| TMT Breakout | Needham | TTD | Bullish | Buy maintained, $19 price target; estimates each 1% of Google AdTech share migrating to TTD is worth about $58M/2 points of growth if antitrust remedies force further divestiture. |
| TMT Breakout | BofA | HPQ | Bearish | Underperform maintained, citing near-term PC margin pressure despite an AI-PC-driven upgrade cycle. |
| TMT Breakout | William Blair | APP | Bullish | Reiterates the 20-30% long-term growth framework is still achievable, attributing the weak quarter to execution/seasonality rather than share loss. |
| TMT Breakout | Morgan Stanley | CVNA | Bullish | Overweight reiterated, $90 price target, saying unit-growth momentum (retail units +38% y/y in Q2) is underappreciated. |
| TMT Breakout | Jefferies | CRWD | Bullish | FY28 preliminary framework (NNARR +20%+, total ARR growth about 24.6%) seen roughly 2 points above street, calling Fal.Con its most impressive user conference in a decade. |
Numbers the publishers put on the record
- Cassandra Unchained · LULU: Fell roughly 20% after-hours after earnings; author's buy-aggressively threshold is below $100.
- FundaAI: Subscription/API spend split moved from roughly 90/10 a year ago to about 50/50 today, per a cross-client advisor.
- FundaAI: 'Hours-saved threshold' of about 30% needed before efficiency gains convert to reallocable capacity; 5-10% scattered savings do not lower project cost, per one professional-services firm.
- FundaAI · SNOW: Fiscal Q2 product revenue +37% y/y, beating sell-side consensus by 5.2 points; full-year guide raised from 31% to 36%; non-GAAP operating margin 15.3%, up 400bp+ y/y.
- FundaAI · SNOW: Cortex Code accounts exceed 9,100 (2,000+ net new this quarter); CoWork accounts 5,800, up nearly 11% sequentially.
- James Bulltard · AVGO: 2028 EPS guidance raised to $30, about 10x the current share price, even as the stock fell 6% the same day; 7,000 $290 Nov puts sold at 4.28.
- James Bulltard · SPY: Key level $775.30, the high from five sessions back; author wants a close above it to invalidate the current series of lower highs.
- Simon's Substack · GLD: Recent rally high $4,700; prior high (bull-case confirmation level) $4,772, unbroken for 7 months; confirmation window about 9 trading days (roughly September 15-17).
- TMT Breakout · AVGO: Q3 revenue $29.59B, +85.5% y/y; first FY27/FY28 AI revenue guidance of $115B and $230B combined; F4Q gross margin guided to 73.0%, down ~200bp q/q.
- TMT Breakout · SNOW: FQ2 product revenue +36.8% y/y (vs +33.9% prior quarter); FQ3 guide of +37-38% y/y versus ~30% street expectation.
- TMT Breakout · HPE: F3Q non-GAAP gross margin 40.4%, called a 'high-water mark' by management, who guided Cloud & AI operating margin down from 17% to about 13% in FY27.
- TMT Breakout · NTAP: FY27 guidance implies only about +9% H2 revenue growth, down from H1; all-flash-array revenue hit a record $1.31B, +47% y/y.
- TMT Breakout · CLS: Shares up 11.5% the day of AVGO's AI guide as a designated partner on OpenAI's 'Jalapeño' project, though AVGO's call disclosed no new CLS orders.
- TMT Breakout · HOOD: Shares +16%; Robinhood Chain reported $3.8M in single-day network revenue on 9/1, first among all chains and about 38% of total volume, per Messari data cited.
Reproduced as stated by each publisher. Not verified by Quant Data.
What would prove them wrong
Several publishers name the observation that would falsify their own view. Those are the most useful sentences in any research note, so they are collected here.
- Cassandra Unchained · LULU: If no private-equity buyout approach or rumor emerges within weeks to months, and if the new CEO's arrival this month brings no observable strategic or guidance turnaround, the author's fallback thesis fails.
- FundaAI: Whether the ~30% hours-saved threshold for reallocable capacity recurs across more company samples in future rounds (so far reported by only one firm).
- FundaAI · SNOW: Whether FY27Q3 product revenue lands in the 37-38% guided range (about 42% with a typical beat), and whether Core Data Warehouse's 3-4% underlying acceleration shows up as a more visible acceleration next quarter.
- James Bulltard · SPY: Whether SPY closes above the $775.30 five-session high to invalidate the current lower-highs pattern.
- James Bulltard · DELL: Whether DELL holds above $390 through the November expiry, which determines whether the author's 390/380 put spread captures its modeled 23% return.
- Simon's Substack · GLD: If gold fails to close above $4,772 within about 9 trading days (around September 15-17), the bull case is invalidated and the bear case (continued weakness) is confirmed.
- TMT Breakout · AVGO: Whether the $20-30/GW revenue-per-GW figure -- clarified on the earnings call as a general industry framework, not AVGO-specific content -- keeps getting mechanically extrapolated by analysts; also whether AVGO's F4Q gross margin comes in at or below the guided 73.0%.
- TMT Breakout · NTAP: Whether actual H2 revenue growth comes in meaningfully above the ~9% implied by guidance, given management's claim of a roughly 50/50 first-half/second-half split.
- TMT Breakout · TTD: The Google AdTech antitrust remedy ruling, expected within about 30-60 days, will determine whether TTD's estimated share-migration revenue materializes.
- TMT Breakout: The September 16 FOMC decision (currently priced near 50/50 for a hike) will confirm or reverse the dovish-Fed read from Governor Waller's comments; the CLARITY Act's Senate cloture vote on September 15 will test the crypto/fintech rally's regulatory catalyst.
Where Quant Data's own data touches the same tickers
For tickers named above that have a stock page on this site, the settled options positioning from the same period. These are Quant Data's computations from end-of-day open interest, dated to the settlement shown, and are unrelated to what any publisher said.
| Ticker | Settled | Front expiry | Max pain | Last price | Put/call OI |
|---|---|---|---|---|---|
| AVGO | 2026-09-03 | 2026-09-09 | $350.00 | $366.34 | 0.44 |
| GLD | 2026-09-03 | 2026-09-08 | $410.00 | $403.46 | 1.11 |
| MSFT | 2026-09-03 | 2026-09-09 | $502.50 | $492.07 | 0.83 |
| SPY | 2026-09-03 | 2026-09-08 | $769.00 | $766.83 | 1.42 |
| UBER | 2026-09-03 | 2026-09-11 | $76.00 | $73.62 | 0.77 |
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Common questions
What did paid research publishers publish on 2026-09-03?
8 pieces from 6 of the publishers tracked by Quant Data: Capital Wars, Cassandra Unchained, FundaAI, James Bulltard, Simon's Substack, TMT Breakout. Eight research notes from six publishers: Broadcom's $230B AI guide splits Wall Street, Snowflake's flywheel accelerates, and gold sits at a bull/bear fork.
Are these Quant Data’s numbers?
No. Every figure on this page is attributed to the publisher that stated it and is reproduced as stated. Quant Data did not verify them. The only Quant Data numbers on the page are the counts of pieces and statements, and the settled options positioning shown for tickers that have a max pain page on this site.
Is a "bullish" entry in the statements table a recommendation?
No. The table records that a named source expressed a direction on a named ticker on a dated day, the way a clippings file would. It is not a signal and not advice. It exists so that the statements can be checked against what prices did afterwards.
Sources: paid research publishers accessed through the GeoScope aggregator under a licence that permits redistribution. Statements and figures are attributed to their publishers and reproduced as stated; Quant Data has not verified them and expresses no view on them. Educational only: not investment advice, not a recommendation, not a forecast.