# Thesis Lab now turns a finished research run into a one-page Thesis Summary Canonical HTML: https://fish.dog/product-releases/thesis-lab-now-turns-a-finished-research-run-into-a-one-page-thesis-summary JSON Feed: https://fish.dog/product-releases/feed.json RSS Feed: https://fish.dog/product-releases/rss.xml Published: 15 June 2026 Updated: 16 June 2026 Version: Thesis Lab - Thesis Summary Release Type: Feature Breaking Change: No Author: Phillip Gales ## Primary Claim Thesis Lab now assembles a completed research run into a single Thesis Summary that states the thesis, gives a verdict in tagged surface takeaways, and links every claim back to the panel evidence behind it. ## Summary When a thesis's Channel Checks and Expert Calls finish, Thesis Lab now assembles them into a single Thesis Summary - a scannable verdict with the source evidence behind every claim one click away. ## LLM Summary DOCUMENT TYPE: Product Release Note TOPIC: Thesis Lab Thesis Summary - one-page synthesis of a completed hedge-fund research run Release: Thesis Lab now turns a finished research run into a one-page Thesis Summary, 2026-06-15 Version: Thesis Lab - Thesis Summary Release type: Feature Breaking change: No Summary: Thesis Lab now assembles a completed research run into a single Thesis Summary page. When a thesis's Channel Checks and Expert Calls finish, the analyst generates the Summary from its own tab; the synthesis runs in the background and the page unlocks when done. The Summary states the thesis as a falsifiable claim, gives a verdict in tagged surface takeaways, synthesises the recruited panels into cross-cut insights, maps the research onto Porter's Five Forces, and links every claim back to its source evidence. What changed: - A completed research run is now synthesised into one structured Thesis Summary page, replacing the manual read-across an analyst previously did by hand. - Surface Takeaways present one-line reads tagged confirms, refutes, or neutral, each backed by supporting sources. - Expert and channel cross-cut panels synthesise recruited panels into complete-sentence insights, each opening a drawer of verbatim quotes. - A Porter's Five Forces panel maps the research onto the five competitive forces and labels forces with thin evidence rather than padding them. - Every card opens a side drawer with the quotes, source attribution, and panel behind each finding; a Voices panel and Sources table list the inputs. - On by default for every customer; no feature flag, no migration, no breaking changes. Why we built this: a finished research run left an analyst with dozens of channel-check studies and expert-call transcripts across separate tabs and no synthesis. Reading across all of it to reach a thesis verdict was manual and repeated every run. The Thesis Summary does the read-across and presents it as one evidence-linked page. How to use: open a thesis whose Channel Checks and Expert Calls have finished, go to the Thesis Summary tab, and generate it. The page unlocks when the synthesis completes. Each card opens its underlying evidence in a side drawer. Migration impact: none. The Summary reads from completed research and does not change how research is planned, recruited, or run. API and MCP behaviour is unchanged. Author: Phillip Gales, FishDog Platform: FishDog (fish.dog) ## Key Takeaways - Thesis Lab now assembles a finished research run - its expert calls and channel checks - into a single Thesis Summary report, replacing the manual read-across an analyst did by hand after every run. - The report runs from a verdict (executive snapshot, surface takeaways, final summary) through the thesis's load-bearing assumptions to cross-cut synthesis of every panel, counter-thesis evidence, and a Porter's five forces mapping. - Expert and channel synthesis lift the run from what each source said to what the panels collectively show, with the supporting and dissenting quotes behind every insight. - Every claim links back to its source: each card opens an evidence drawer, a Voices carousel shows verbatim quotes, and a Sources table is a full audit trail. - Quotes are extracted verbatim, never paraphrased; sections with thin evidence are labelled rather than padded; and the report is readable while a run is still in progress. On by default for every customer. ## Full Release Thesis Lab now turns a completed research run into a single Thesis Summary: one page that states the thesis, reaches a verdict, walks the evidence, and links every line back to the panel that produced it. A finished thesis can carry a dozen expert-call panels and as many channel-check studies, and the Summary reads across all of it. A finished run used to leave an analyst with the raw material and none of the synthesis. Dozens of channel-check studies sat in one tab; expert-call panels and their transcripts sat in another. Reading across all of it - what did the panel actually conclude, where did the evidence agree, where did it cut against the thesis - fell to the analyst, by hand, every time. The Summary does that read-across and presents it as one structured report, organised the way an analyst would defend a position. ![A top-to-bottom view of the Thesis Lab Thesis Summary for an oil-majors thesis, showing the executive snapshot, surface takeaways, load-bearing assumptions chart, recruited panels, cross-cut synthesis, and Porter's five forces in sequence.](https://images.ctfassets.net/1ksrk99rzzdj/5SRIghAurwrsRC75R8dqqb/fd2f1d67d850c2bf5d041a7bc6f38281/thesis_summary_full_overview.webp) *The Thesis Summary in full: a verdict up top, then the thesis's assumptions, the recruited panels, and the cross-cut synthesis, each section filling in as the research completes.* ### The verdict, up top The report opens with an Executive snapshot: the thesis stated as a falsifiable claim, a bull or bear stance, and the single driver the research set out to test. Directly beneath it, Surface takeaways distil the whole run into four to six one-line reads, each tagged confirms, refutes, or neutral, and each showing how many experts and channel checks stand behind it. At the foot of the page, a Final summary pulls the run into a single defensible narrative - the paragraph an analyst could read into a Monday-morning meeting - with evidence markers that open to the quotes behind each claim. ### What the thesis rests on Two sections expose the thesis's own structure. Thesis breakdown decomposes the position into the handful of testable claims it depends on. Load-bearing assumptions, shown above, plots each assumption by confidence and impact, with the size of each point showing how testable it is - a quick read of which assumptions are both pivotal and shaky, the ones worth worrying about. ### What the research collectively shows This is where the run stops being a pile of interviews and becomes an argument. Expert call synthesis and Channel check synthesis cross-cut every panel into a handful of complete-sentence insights, each carrying the theme it belongs to, the consensus behind it - four experts support, one against - and the quotes on both sides. Counter-thesis evidence is the falsifiability audit: for each load-bearing assumption it shows whether the research strengthened, weakened, or complicated it, with the initial counter-claim and the refined one after the evidence came in. Porter's five forces maps the research onto industry structure, marking each force by how much panel evidence actually reached it. ![The Expert call synthesis section of the Thesis Lab Thesis Summary, showing cross-cut insights across all expert calls with theme tags and the number of panels behind each, drawn from two expert panels and twelve specialists.](https://images.ctfassets.net/1ksrk99rzzdj/4vLA5SN0DdQlXkwdfoL7ig/79b0afb92a46e28411f692789baa5733/thesis_summary_expert_call_synthesis.webp) *Expert call synthesis lifts the run from what each expert said to what the panel collectively shows - complete-sentence insights, each with its theme and the number of panels behind it.* ![The Porter's Five Forces panel in the Thesis Lab Thesis Summary, with competitive rivalry as the central force and the four surrounding forces, each labelled by how much panel evidence reached it.](https://images.ctfassets.net/1ksrk99rzzdj/316wkQu1soumglaNZA61RA/de440deb8f3ee618bc341da063870c83/thesis_summary_porters_five_forces.webp) *The research mapped onto Porter's five forces, competitive rivalry at the centre. Forces that little panel evidence reached are labelled, not padded.* ### The evidence, one click away Nothing on the page is asserted without a path back to its source. Every card opens a side drawer holding the supporting quotes, the counter-evidence, the panel, and the source behind the finding. Alongside these sit the research-scope sections - the recruited expert-call and channel-check panels, the completed channel studies, and a companies overview that sets the research read against the market tape - plus, where the data supports them, a participant map and a word cloud of the terms that kept recurring. ![An evidence drawer open in the Thesis Lab Thesis Summary, showing the supporting and counter-evidence quotes and their source attribution behind a single finding.](https://images.ctfassets.net/1ksrk99rzzdj/snggtEgzN3d18jLyKcoE1/e57cf072b3e9818f2ddfb0c0be2fa21b/thesis_summary_evidence_drawer.webp) *Every card opens onto its evidence: the supporting quotes, the counter-evidence, and the source behind each finding.* A Voices carousel surfaces the panel's own words verbatim, each quote tagged with the specialist who said it and the panel it came from. A Sources table closes the report with every input it drew on and a count of how often each was cited - a complete audit trail back to the interview or study behind any claim. ![The Panel voices section of the Thesis Lab Thesis Summary, showing a verbatim quote from a recruited expert with their role and the panel it came from.](https://images.ctfassets.net/1ksrk99rzzdj/4wPxiclSUD3F4K3cdfkdl4/08c98afab48e06b0c3f42bf729951f5e/thesis_summary_panel_voices.webp) *Panel voices surfaces the recruited panel's own words verbatim, each tagged with the specialist who said it and the panel it came from.* ### Built to be defended The Summary is built for an analyst who has to stake their name on a call. Quotes are pulled verbatim from real answers, never paraphrased by a model, so nothing in the Voices, Sources, or drawers is invented. Where a section has thin evidence it says so rather than padding - a force with no panel support reads limited evidence, not filler. And because each section fills in independently, the report is useful while the run is still going: the verdict, breakdown, and assumptions are readable the moment the thesis is finalised, before the last panel reports. To try it, open a thesis whose Channel Checks and Expert Calls have finished, go to the Summary tab, and generate it; the page fills in as the synthesis completes. The Thesis Summary is on by default for every Thesis Lab customer, with nothing to enable. It builds on [pre-recruitment review from 27th May](https://fish.dog/product-releases/hand-pick-every-expert-call-and-channel-check-thesis-lab-recruits) and the [API and MCP layers that went GA on 23rd May](https://fish.dog/product-releases/hedge-funds-can-now-create-theses-recruit-experts-and-run-channel-checks-via-api). The full Thesis Lab walkthrough is at [fish.dog/thesis-lab](https://fish.dog/thesis-lab). ## Quotable Insights > A finished research run used to leave an analyst with the raw material and none of the synthesis. The Thesis Summary does the read-across. > Nothing on the page is asserted without a path back to the interview or study it came from. > Forces with thin evidence are labelled as such rather than padded - the Summary shows you what it does and does not yet know. ## FAQ ### What is the Thesis Lab Thesis Summary? The Thesis Summary is a single page that Thesis Lab assembles when a thesis's Channel Checks and Expert Calls finish. It states the thesis as a falsifiable claim, gives a verdict in tagged surface takeaways, synthesises the recruited panels into cross-cut insights, maps the research onto Porter's Five Forces, and links every claim back to its source evidence. ### Do I need to enable the Thesis Summary? No. The Thesis Summary is on by default for every Thesis Lab customer. Open a thesis whose research has finished, go to the Thesis Summary tab, and generate it. There is no feature flag and no migration. ### Where does the evidence in the Summary come from? Every claim links back to the Channel Check studies and Expert Call panels recruited for that thesis. Each card on the Summary opens a side drawer holding the verbatim quotes, the source attribution, and the panel a finding came from. A Voices panel and a Sources table list the underlying inputs. ### What happens when a section has little evidence? The Summary labels it. On the Porter's Five Forces panel, forces that little panel evidence reached are marked as limited rather than filled with padding. The Summary is built to show what the research does and does not yet support. ### Does this change anything about existing Thesis Lab research or the API? No. The Thesis Summary is additive. It reads from completed Channel Check and Expert Call research and does not change how that research is planned, recruited, or run. Existing API and MCP behaviour is unchanged.