Traditional research is deep but slow. Social listening is fast but shallow. LLMs are fluent but culturally blind. Anthropologic reads the whole internet through our 'Human Context Protocol' to uncover consumer, category and cultural truths. Nine workflows, 239 markets, 100+ languages. Research, innovation and foresight answers in minutes.
Congrats, Angad! The focus on cultural context is intriguing. Could you share an example where Anthropologic reached a different conclusion from a standard AI research tool because of that context? Would love to see what the difference looks like on a real research question.
A few come to mind: ask an anthropologist + trends + discourse + segmentation have all reached the same conclusions as offline research, multiple times. So thats a big insight for us.
On your question on "other LLMs" - since this is not technically an LLM it not fair to compare but you can ask any question on the app and compare with same question on LLM you should have your answer :D For example, I ran this on ChatGPT and on ask an anthropologist. Ask an anthropologist gave a POV. ChatGPT gave me a list. https://anthropologic.quilt.ai/pipelines/6aa8f593d1f2b842451840c7
Report
Congrats on the launch.. culture moves so fast, how do you keep the context updated, humans or the LLMs flagging what changed..?
Also taking up your challenge, here is mine: how do young urban Indian women (25-35) actually frame their skin goals online, fairness and anti-tan messaging still dominates but the conversation feels like it is shifting, and most survey I see just imports Western framing.. Would love to see what the protocol picks up..
@a_n_prasanth Great question - we are launching the white paper shortly but Tl;DR (a) Finetuning based on thinkers across anthropology, sociology, psychoanalysis (especially divergent thinkers) to understand the "essence of interpretation" - ie how the humanities function in essence (b)local market data ingestions for 239 markets (c) using (a) to interpret (b) and using that to build HCP.
Report
Eight years in and the pitch still fits in five words "zero distance consumer research platform". That's the hard part, most teams would have written three paragraphs and said less.
Upvoted. Will be sticking around with intrigue to see which questions you run live today, that's a bolder demo than any recorded walkthrough.
Congrats, Angad! The focus on cultural context is intriguing. Could you share an example where Anthropologic reached a different conclusion from a standard AI research tool because of that context? Would love to see what the difference looks like on a real research question.
Quilt & Create
@gautam_a1 Hey Gautam - many many examples.
A few come to mind: ask an anthropologist + trends + discourse + segmentation have all reached the same conclusions as offline research, multiple times. So thats a big insight for us.
On your question on "other LLMs" - since this is not technically an LLM it not fair to compare but you can ask any question on the app and compare with same question on LLM you should have your answer :D For example, I ran this on ChatGPT and on ask an anthropologist. Ask an anthropologist gave a POV. ChatGPT gave me a list. https://anthropologic.quilt.ai/pipelines/6aa8f593d1f2b842451840c7
Quilt & Create
@aditi_goyal3 Well the most important thing is that its constantly ingesting data. so its always "updated"
Ive run two jobs for you - one a survey simulation (just to react to your pov on western framing)
https://anthropologic.quilt.ai/pipelines/6aa8f768d1f2b842451840e3
More importantly one on discourse on this which is a sobering read to be frank : https://anthropologic.quilt.ai/pipelines/6aa8f6fad1f2b842451840d8
Hey Angad — how does Human Context Protocol actually work under the hood? Retrieval layer, prompting framework, or something else?
Quilt & Create
@a_n_prasanth Great question - we are launching the white paper shortly but Tl;DR (a) Finetuning based on thinkers across anthropology, sociology, psychoanalysis (especially divergent thinkers) to understand the "essence of interpretation" - ie how the humanities function in essence (b)local market data ingestions for 239 markets (c) using (a) to interpret (b) and using that to build HCP.
Eight years in and the pitch still fits in five words "zero distance consumer research platform". That's the hard part, most teams would have written three paragraphs and said less.
Upvoted. Will be sticking around with intrigue to see which questions you run live today, that's a bolder demo than any recorded walkthrough.
Congrats @angad_chowdhry!
Quilt & Create
@srinivasa_rao_chunduru Thank you so much! Yes, 8 years in and the story hasn't changed. Please do login and use the free credits!