Method
About this repository
This is a redesigned index of the FLAME Investment Lab Speakers' Repository. It contains 1,063 items — 616 articles and interviews, 394 videos, 34 presentations, 12 books and 7 reports — from 40 speakers, together with 145 biography paragraphs.
Content integrity
Every title, biography paragraph and URL is reproduced verbatim from the source. Nothing has been rewritten, summarised, shortened or generated. The build asserts this: it compares every title and every bio paragraph against the crawl and aborts if any byte differs, so content loss becomes a build error rather than a silent regression.
Where the source provides no title for an item — 22 items, mostly multi-part article series and chapter PDFs — the existing filename is shown as a label and marked “title from filename”. No descriptive prose has been written for them.
Topics, years and relationships are derived from existing text rather than authored. Each derived value records the substring that produced it, so any assignment can be traced back to preserved content.
What is derived, and how
| Field | Source | Coverage |
|---|---|---|
| Media type | The source’s own section headings, normalised | 1,063 / 1,063 (100%) |
| Publisher | Hostname of the item URL | 1,063 / 1,063 (100%) |
| Topic | Keywords already present in the title | 677 / 1,063 (64%) |
| Year | A year already present in the title or URL | 213 / 1,063 (20%) |
| Collection | Series name appearing verbatim in the title or URL | 8 collections |
| Session | Identical URL filed under 2+ speakers | 24 sessions |
Because topic and year are partial, they are never the only route to an item. Speaker, media type, publisher and search each reach 100% of the collection.
The source's own section headings
The original repository labels the same concept in several ways. These headings are preserved on every item and normalised only for browsing.
| Heading in source | Items |
|---|---|
| Interviews and Articles | 610 |
| Videos | 388 |
| Presentations | 26 |
| Presentations / Webinars | 8 |
| Books | 8 |
| Reports | 7 |
| Interviews & Articles | 7 |
| Video | 4 |
| E-Books | 4 |
| Articles | 1 |
Publishers
Indexed from 100 outlets, including: YouTube, FLAME University, Livemint, The Economic Times, Moneycontrol, Business Standard, Forbes India, Safal Niveshak, CNBC-TV18, Morningstar India, East Lane Capital, Business Today, Outlook Business, Value Research, HDFC Fund, Morgan Stanley, The Times of India, PPFAS.
Disclaimer
Disclaimer - FLAME University is a fully philanthropic, not-for-profit university. The FLAME Investment Lab is established with the aim of providing a platform for experienced specialists to assist humble practitioners and students in acquiring knowledge about the art and science of investing. It is important to note that the courses offered, as well as the materials shared during these courses and on our website, should be regarded solely as educational resources.
Please be advised that no recommendations to buy, sell, or hold any particular investment should be anticipated from these presentations. The content provided is strictly for educational purposes and does not constitute investment advice or tips.
Reproduced verbatim from the source repository.