Academic Bio
What it does
Drafts an academic bio to your specified word count, for your specific context, in varied language you can edit into your own voice. Specific about your research, not generic. Without the stock phrases that make AI-generated bios instantly recognisable.
Every academic writes bios repeatedly: for conference panels, book chapter contributor notes, journal article contributor bios, grant applications, department webpages, invited talks. The bio problem is not that you don't know what to say. You do. The problem is that every time you type it into the blank field on the conference registration form, it comes out either too generic to distinguish you or too aggrandising to send. This agent gives you a first draft in ten minutes so you can spend the remaining time editing rather than staring at the blank field.
Who it's for
Early- and mid-career academics in the qualitative human and social sciences who need bios more often than they want to write them. Particularly useful for scholars whose research is specific enough that generic AI bios flatten it into unrecognisable field labels, for non-native English writers whose bios have been polished into stock-phrase mode, and for anyone who has been reusing the same five-year-old bio because writing a new one felt like too much work.
What you get back
- A bio drafted to your target word count, calibrated to the context you named (conference, book chapter, journal article, website, grant).
- An approximate word count with a reminder to verify. Language models cannot count words reliably.
- Two specific observations about what this draft needs from you: the phrase or sentence that needs your voice, and any place where the research description sounds generic rather than specific.
You can also run variant lengths from the same inputs in one session. A 50-word conference bio and a 200-word website bio should read differently, and it is faster to produce both from one input than to write each from scratch.
What it looks like
The agent produces openings like this:
"Gregory J. Lobo argues that nationalism presupposes a prior ontological commitment to the nation, which he calls nationism, and that this distinction resolves several problems in the philosophical literature on nationalist claims. He is Associate Professor of Cultural Studies at Universidad de los Andes..."
Not this:
"Gregory J. Lobo is a leading scholar of nationalism and cultural studies whose groundbreaking research explores the intersection of philosophy and identity. His work engages with cutting-edge questions of..."
The first tells the reader what the scholar actually argues. The second is what most AI bios produce, and any conference organiser can spot it at a glance.
Calibration
If the draft register is wrong for the context (too informal for a grant, too formal for a website, too specialised for a general-audience conference), tell the agent and it will adjust. If the research description sounds close but not quite yours, paste one sentence of how you actually describe your work and the next draft will be closer. The tool produces a first draft; two rounds of feedback usually gets it to a version you can edit into your voice in ten minutes.
What it's not for
CVs or resumes. Personal statements for job or grant applications. Cover letters. Non-academic profiles (LinkedIn work bios, media pitches, book jacket copy). Bios longer than 500 words. At that length, you are writing a personal essay, which needs different handling.
