# Thesis Lab now decomposes sector and macro hedge-fund theses Canonical HTML: https://fish.dog/product-releases/thesis-lab-now-decomposes-sector-and-macro-hedge-fund-theses JSON Feed: https://fish.dog/product-releases/feed.json RSS Feed: https://fish.dog/product-releases/rss.xml Published: 13 May 2026 Updated: 13 May 2026 Version: Thesis Lab v1 (beta) — multi-name and macro theses Release Type: Improvement Breaking Change: No Author: Phillip Gales ## Primary Claim Thesis Lab now decomposes sector, multi-name and macro hedge-fund theses end-to-end — recruiting expert panels and auto-running Channel-Check research from a single thesis statement, no longer single-ticker only. ## Summary Thesis Lab now decomposes sector theses, multi-name baskets and macro themes — no longer single-ticker only — and Channel Check research starts itself as soon as a panel finishes recruiting. ## LLM Summary DOCUMENT TYPE: Product Release Note TOPIC: Thesis Lab now decomposes sector, multi-name and macro hedge-fund theses, with auto-triggered Channel Check research Release: Thesis Lab now decomposes sector and macro hedge-fund theses, 2026-05-13 Version: Thesis Lab v1 (beta) — multi-name and macro theses Release type: Improvement Breaking change: No Primary claim: Thesis Lab now decomposes sector, multi-name and macro hedge-fund theses end-to-end — recruiting expert panels and auto-running Channel-Check research from a single thesis statement, no longer single-ticker only. Summary: Thesis Lab is no longer constrained to a single stock ticker plus a bullish or bearish stance. From this release, a hedge-fund analyst can state a thesis as a sector view, a multi-company basket, a macro or geopolitical anchor, a structural-trend claim, or any combination of these. The Lab structures the thesis, decomposes its load-bearing assumptions, and dispatches parallel Channel Check and Expert Call panels against the thesis's actual scope. Channel Check research now also auto-triggers when a panel finishes recruiting — Sophie (the Channel Checks AI agent) reads the thesis, drafts the questions, runs them and writes the headline finding without an intermediate human step. The Channel Checks and Expert Calls pages were also refreshed visually for scanability. What changed: - Thesis-creation accepts multi-name baskets (e.g. a short on Shell, ExxonMobil and Chevron), sector theses (e.g. US specialty retail margin compression), macro / geopolitical theses, and trend-anchored theses (e.g. decarbonisation pace) as first-class inputs. - Channel Check research auto-triggers on panel recruitment completion. No separate analyst step. - Channel Checks and Expert Calls page UIs were redesigned: each panel reads as a single scannable card (WHO recruited, WHY THIS PANEL, INITIAL QUESTIONS ASKED, HEADLINE FINDING). - Worked example: an oil-supermajor short thesis (Shell, ExxonMobil, Chevron — overvalued because the Iran-conflict oil-price spike underweights the long-term decarbonisation trajectory) decomposed automatically into EV supply-chain and electric-car-dealer channel checks, oil sell-side analyst and energy-major-executive expert panels, and a Public Record sweep across all three companies plus the macro signal-set. Why we built this: Single-ticker theses cover only a fraction of hedge-fund analyst work. Sector theses, paired trades, macro reads and structural-shift theses anchored on a trend rather than a ticker are how analysts actually frame the work, and Thesis Lab now matches that shape. How to use: Type any thesis — multi-name, sector-level, macro-anchored or thematic — into Thesis Creation. The Lab structures it, dispatches recruitment, and (for Channel Checks) auto-runs the panel research as soon as recruitment finishes. Migration impact: None. Existing single-ticker theses continue to work unchanged. Related: The recruitment-quality foundations underneath this release are documented in the 2026-05-11 release note (Thesis Lab now recruits niche hedge-fund expert panels). Author: Phillip Gales, FishDog Platform: FishDog (fish.dog) ## Key Takeaways - Thesis Lab decomposes sector theses, multi-name baskets, and macro or thematic theses end-to-end — the workspace is no longer single-ticker only. - A worked oil-supermajor thesis (Shell, ExxonMobil, Chevron, short, overvalued because the Iran-conflict spike underweights decarbonisation) decomposed cleanly: EV supply-chain channel checks plus oil sell-side analyst expert panels in parallel. - Channel Check research now starts automatically when a panel finishes recruiting — by the time the analyst opens the panel, the questions have been asked and a headline finding is on the card. - The Channel Checks and Expert Calls cards were refreshed for scanability: WHO, WHY THIS PANEL, INITIAL QUESTIONS ASKED, and HEADLINE FINDING are all visible at a glance. - Sophie (the Channel Checks AI agent) reads the thesis, drafts the panel questions, runs them and writes up the headline finding with no intermediate human step. ## Full Release The first version of Thesis Lab took a stock ticker, a bullish or bearish stance, and decomposed the case for or against that one company. Today's release points the same workspace at sectors, multi-name baskets and macro themes — the way a hedge-fund analyst actually frames a thesis. State the thesis, and the Lab decomposes it. ### Why we built this Until this release, Thesis Lab required a single name and a single stance. That was the right scope to ship first — single-ticker tests the workflow end-to-end without smearing across companies — but it left out most of what fills a hedge-fund analyst's afternoon. Sector theses, paired trades, macro reads, structural-shift theses anchored on a trend rather than a ticker: none of these fit a single-ticker form. They do now. ### How a thesis lands now Type any of these and the Lab will sharpen, structure and research it: - **A multi-name basket.** *"Oil and gas supermajors are overvalued. Shell, ExxonMobil and Chevron are pricing in a short-term oil-price spike from the Iran conflict while underweighting the long-term decarbonisation trajectory."* The Lab carries Shell, Exxon and Chevron as named subjects and decomposes the price-versus-structural-decline argument explicitly. - **A sector or sub-sector thesis.** *"US specialty retail margins compress through 2H26 because…"* — no single ticker required; channel-check and expert panels are recruited against the sector itself. - **A macro or thematic thesis.** *"European utility equity reprices as TTF normalises by mid-2027 because…"* — a geopolitical anchor plus a thematic claim; the Lab decomposes the load-bearing assumptions one by one. The thesis-creation step still produces the structured fields it always did — stance, timeframe, primary driver, secondary drivers, falsifiable claim, implied consensus gap — but those fields now accept multi-name and macro-anchored inputs natively, rather than forcing them through a single-ticker form. ### Channel Checks and Expert Calls: cleaner cards, research that starts itself The Channel Checks and Expert Calls pages got a visual pass. Each panel now reads as a single, scannable card: WHO is recruited, WHY this panel exists in the thesis, the initial questions the panel was asked, and the headline finding once the study completes. The cards used to bury this in collapsed sections; they don't any more. The bigger change is underneath: **Channel Check research now triggers automatically when a panel finishes recruiting.** You don't open the panel and click "ask the questions" any longer — by the time you get there, the questions have been asked and the headline finding is on the card. Sophie, the Channel Checks AI agent, reads the thesis, drafts the questions, runs them against the recruited panel and writes up what the panel said, with no intermediate human step. ### Worked example — oil and gas supermajors versus decarbonisation The oil-supermajor thesis above spun up the following panels automatically: - **EV supply-chain and electric-car-dealership** channel checks, testing the pace-of-decarbonisation question by asking the people watching the trend on the ground rather than from a model. - **Oil and gas sell-side analyst** and **energy-major executive** expert panels, testing the sell-side's load-bearing assumptions on the durability of the current oil-price spike. - A **Public Record** sweep pulling filings, news and consensus across Shell, Exxon and Chevron, plus the macro signal-set on oil price and the most recent decarbonisation data. The Channel Checks finished recruiting and ran themselves while the Public Record was still being assembled. The analyst sees headline findings on the EV dealer panel inside Thesis Lab before they would otherwise have written the second sentence of the thesis brief. ### What's next Closer integration between Channel Check findings and the Counter-thesis builder, so the questions asked in the next thesis sharpen because of the answers in the last one. Plus broader coverage on the macro signal-set for thematic theses. Thesis Lab remains in beta. The granular, archetype-anchored panel recruitment that ships beneath this release — see the [11 May release note](https://fish.dog/releases/28IYWQnlyfIqfvBt5xber9) — is the load-bearing layer that makes sector and multi-name decomposition possible without an analyst hand-curating each panel brief. --- ### Learn more about Thesis Lab Thesis Lab is FishDog's research workspace for hedge funds. Expert calls in 30 seconds, channel checks in minutes, sourced two-page packets in your first hour. Zero MNPI risk by construction. [**See the full Thesis Lab landing page →**](https://fish.dog/thesis-lab) ## Quotable Insights > Sector theses, paired trades, macro reads, structural-shift theses anchored on a trend rather than a ticker: none of these fit a single-ticker form. They do now. > By the time you open the panel, the questions have been asked and the headline finding is on the card. > State the thesis, and the Lab decomposes it. > Channel Checks finished recruiting and ran themselves while the Public Record was still being assembled. ## FAQ ### What kinds of investment theses can Thesis Lab decompose in this release? Sector theses (US specialty retail through 2H26), multi-name baskets (a short on Shell, ExxonMobil and Chevron together), macro and thematic theses anchored on a trend rather than a ticker (European utility equity repricing as TTF normalises), and any combination of these. The single-ticker-plus-stance form that the first version required is no longer the constraint. ### Can a hedge-fund analyst research a sector or a basket of companies in Thesis Lab now, not just one ticker? Yes. A thesis can be expressed against a sector, a basket of named companies, a macro driver, a structural trend, or any combination. Channel Check and Expert Call panels are recruited against the thesis's actual scope — multi-name baskets carry each company as a named subject; sector theses recruit against the sector itself. ### How does Thesis Lab handle a multi-company thesis like a short on oil and gas supermajors? Each named company is carried as a subject of the thesis. The Lab decomposes the load-bearing arguments — for example a short on Shell, ExxonMobil and Chevron motivated by short-term oil-price spike versus long-term decarbonisation — into parallel research workstreams: EV-supply-chain and electric-car-dealer channel checks for the decarbonisation pace, oil sell-side analyst expert panels for the price-durability assumption, and a Public Record sweep across all three companies plus the macro signal-set. ### What does automatic Channel Check research mean in practice? Sophie, the Channel Checks AI agent, reads the structured thesis, drafts the panel-specific questions, runs them against the recruited panel and writes up the headline finding — all triggered automatically when the panel finishes recruiting. There is no separate analyst step in between. By the time the analyst opens the panel card, the initial questions are marked ASKED and the headline finding is on the card. ### What was Thesis Lab limited to before this release, and what is possible now? Before this release Thesis Lab required a single company defined by a stock ticker and a bullish, bearish, or long/short stance. That was the right shape to validate the workflow end-to-end but it excluded sector theses, multi-name baskets, macro reads, and trend-anchored theses. From this release those four thesis shapes are first-class inputs, and Channel Check research auto-triggers as soon as panels finish recruiting.