Finance
Software take-private screen
Ten US-listed software companies valued at $500M-$3B, ranked for take-private fit from their latest 10-K and 10-Q filings: growth, margins, free cash flow, debt, recurring revenue and deal signals.
Found Blackbaud’s trailing free cash flow of $276.6M is about 11% of its $2.4B market cap, and 98.2% of its Q2 2026 revenue was recurring.
Correction: Progress Software’s trailing operating margin is 17.7%, not the 18.2% in one footnote.
Hyperscaler capex guidance, last three calls
How Microsoft, Alphabet, Amazon, Meta and Oracle changed capex guidance across their three most recent earnings calls, with quarterly spend, stated drivers and management’s exact words.
Found Alphabet raised its 2026 capex range twice, from $175-185B in February to $195-205B in July. Microsoft’s lower figure reflects a lease accounting change, not a spending cut.
Stripe and Adyen FY2024 payments disclosures
Payment volume and group net revenue from two official announcements, with currencies kept separate.
Sciences
GLP-1 drugs in Alzheimer’s and Parkinson’s disease
Randomised, observational and preclinical evidence for semaglutide, liraglutide, exenatide and lixisenatide, where the field disagrees, and a CSV of 24 registered interventional trials.
Found EVOKE and EVOKE+ randomised 3,808 people and found no difference on CDR-SB at week 104. Observational results flip with the comparator: protective against DPP-4 inhibitors, worse than SGLT2 inhibitors.
Registry statuses are as of October 2026.
Sulfide solid-electrolyte conductivity dataset
44 room-temperature ionic conductivity values for LGPS-type, argyrodite and thiophosphate electrolytes, each linked to its original paper, with synthesis and measurement conditions.
Found Sintering alone more than triples conductivity for the same powder: Li6.6P0.4Ge0.6S5I goes from 5.4 mS/cm cold-pressed to 18.4 mS/cm sintered.
Densification and temperature differ between rows, so values aren’t directly comparable. The Calpa 2017 DOI should read 10.1039/c7ra09081a.
Perovskite-silicon tandem efficiency records
Efficiency results from 2020 to October 2026 across small-area cells, large-area cells and modules, with area, certifier and evidence class for each record.
Found The certified record rose from 29.15% in 2020 to 35.2% on a 1 cm² cell. A 261 cm² commercial-size cell reached 34.3%, closing the size gap to 0.9 points.
Rows marked press release only are company claims, not certified table entries.
How to read them
- Every claim is cited. Numbered markers in the report point to the source list, and each CSV row carries its source URL.
- The files come from the same run. Each CSV was generated from the research the report describes; nothing was added afterwards.
- Check before you rely on them. These show what the API returns for a well-written brief. They’re examples, not investment, medical or engineering advice, and a new run may differ as sources change.
Run one yourself
Open a card’s Request link, copy the JSON and send it with your key:deliverables. To try a cheaper version first, change mode to standard.