Research Diligence
AI due diligence for every product. See the research lineage, novelty score, and competitive landscape based on shared research papers.
For investors: click any product to see its full diligence report — research lineage, founder authorship, competitors on same papers, domain trends.
Allen AI (AI2)
founder-authoredby Ali Farhadi · Seattle · 4 papers · 6 competitors
novelty
Liquid Neural Networks
by Mathias Lechner · Cambridge · 1 papers · 1 competitors
novelty
DeepMind Robotics Research
by Raia Hadsell · London · 2 papers · 0 competitors
novelty
Cleanlab
by Jeremy Nixon · Cambridge · 2 papers · 3 competitors
novelty
Thinking Machines Lab
by Mira Murati · San Francisco · 3 papers · 10 competitors
novelty
Stable Diffusion
by Emad Mostaque · London · 3 papers · 12 competitors
novelty
Sakana AI — Evolutionary Model Merging
founder-authoredby David Ha · Tokyo · 2 papers · 57 competitors
novelty
Lunit INSIGHT
by Hyun Kim · Boston · 4 papers · 13 competitors
novelty
Textio
by Suchen Zang · Seattle · 2 papers · 7 competitors
novelty
Xnor.ai (acquired by Apple)
by Rory Finnegan · Seattle · 2 papers · 8 competitors
novelty
LAION-5B Dataset
by Ludwig Schmidt · Seattle · 2 papers · 10 competitors
novelty
Covariant Brain
by Peter Chen · Berkeley · 2 papers · 6 competitors
novelty
OpenAI API Platform
by Peter Welinder · San Francisco · 3 papers · 25 competitors
novelty
OpenAI Engineering
by Greg Brockman · San Francisco · 3 papers · 24 competitors
novelty
OpenAI Cookbook & DevRel
by Logan Kilpatrick · San Francisco · 3 papers · 28 competitors
novelty
Pioneer Fund
by Daniel Gross · San Francisco · 2 papers · 24 competitors
novelty
AI Grants & Investments
by Nat Friedman · San Francisco · 2 papers · 24 competitors
novelty
Chain-of-Thought Research
by Jason Wei · San Francisco · 3 papers · 27 competitors
novelty
Neurala Brain Builder
by Marc Pare · Boston · 3 papers · 8 competitors
novelty
Runway Gen-3
by Cristóbal Valenzuela · NYC · 3 papers · 13 competitors
novelty
Snorkel AI
by Alex Ratner · Boston · 2 papers · 58 competitors
novelty
OLMo
by Dirk Groeneveld · Seattle · 3 papers · 59 competitors
novelty
Mighty AI (acquired by Uber)
by Max Friedman · Seattle · 2 papers · 8 competitors
novelty
Latent Space & smol.ai
by Swyx (Shawn Wang) · San Francisco · 3 papers · 66 competitors
novelty
Replit
by Amjad Masad · San Francisco · 3 papers · 66 competitors
novelty
llm
by Simon Willison · San Francisco · 1 papers · 22 competitors
novelty
Pinecone AI Education & Canopy
by James Briggs · London · 2 papers · 59 competitors
novelty
Perplexity AI
by Aravind Srinivas · San Francisco · 2 papers · 59 competitors
novelty
Cohere
by Aidan Gomez · Cambridge · 3 papers · 58 competitors
novelty
Hugging Face Transformers
by Clem Delangue · New York · 3 papers · 58 competitors
novelty
LangChain
by Harrison Chase · San Francisco · 3 papers · 64 competitors
novelty
timm (PyTorch Image Models)
by Ross Wightman · Vancouver · 3 papers · 15 competitors
novelty
RAG (Retrieval-Augmented Generation)
by Patrick Lewis · London · 3 papers · 59 competitors
novelty
Contextual AI RAG 2.0
by Douwe Kiela · San Francisco · 3 papers · 59 competitors
novelty
Liquid Foundation Models
by Ramin Hasani · Cambridge · 2 papers · 58 competitors
novelty
Build a Large Language Model From Scratch
by Sebastian Raschka · Austin · 2 papers · 64 competitors
novelty
Diffusers
by Sayak Paul · Bangalore · 3 papers · 13 competitors
novelty
Imbue AI Agents
by Kanjun Qiu · San Francisco · 2 papers · 64 competitors
novelty
Jasper AI
by Dave Rogenmoser · Austin · 2 papers · 64 competitors
novelty
Character.AI
by Daniel De Freitas · Palo Alto · 2 papers · 64 competitors
novelty
AssemblyAI Universal-2
by Dylan Fox · San Francisco · 2 papers · 57 competitors
novelty
Megatron-LM
by Bryan Catanzaro · Santa Clara · 2 papers · 57 competitors
novelty
ALiBi Positional Encoding
by Ofir Press · Princeton · 2 papers · 57 competitors
novelty
ML Paper Explanations (YouTube)
by Yannic Kilcher · Zurich · 3 papers · 65 competitors
novelty
v0 by Vercel
by Guillermo Rauch · San Francisco · 2 papers · 64 competitors
novelty
DocETL
by Shreya Shankar · Berkeley · 2 papers · 64 competitors
novelty
nanoGPT
by Andrej Karpathy · San Francisco · 2 papers · 64 competitors
novelty
MosaicML / DBRX
by Jonathan Frankle · Boston · 3 papers · 64 competitors
novelty
Ideogram
by Mohammad Norouzi · Toronto · 2 papers · 13 competitors
novelty
GPT-NeoX / Pythia
by Stella Biderman · NYC · 3 papers · 64 competitors
novelty
Mistral AI Models
by Arthur Mensch · Paris · 2 papers · 57 competitors
novelty
Midjourney
by David Holz · San Francisco · 2 papers · 13 competitors
novelty
Photoroom
by Matthieu Rouif · Paris · 2 papers · 13 competitors
novelty
Semantic Scholar
by Michael Schmitz · Seattle · 3 papers · 59 competitors
novelty
Lexion AI
by Ammad Ahmad · Seattle · 3 papers · 59 competitors
novelty
Stable Diffusion / FLUX
by Robin Rombach · Berlin · 2 papers · 13 competitors
novelty
Craiyon (DALL-E Mini)
by Boris Dayma · Toronto · 2 papers · 13 competitors
novelty
Hugging Face Spaces & Demos
by Apolinário Passos · Amsterdam · 2 papers · 13 competitors
novelty
Qwen
by Junyang Lin · Beijing · 3 papers · 64 competitors
novelty
Inflection Pi / Microsoft AI
by Mustafa Suleyman · London · 2 papers · 57 competitors
novelty
Deepgram Nova-2
by Scott Stephenson · San Francisco · 1 papers · 57 competitors
novelty
Run:ai
by Abid Javed · Boston · 1 papers · 57 competitors
novelty
LoRA
by Edward Hu · NYC · 2 papers · 57 competitors
novelty
bitsandbytes / QLoRA
by Tim Dettmers · Seattle · 3 papers · 57 competitors
novelty
Reka AI Models
by Yi Tay · Singapore · 2 papers · 57 competitors
novelty
PaLM Training Infrastructure
by Reiner Pope · Sydney · 2 papers · 57 competitors
novelty
Open Assistant
by Christoph Schuhmann · Hamburg · 2 papers · 57 competitors
novelty
Lil'Log
by Lilian Weng · San Francisco · 3 papers · 67 competitors
novelty
DSPy
by Omar Khattab · Stanford · 2 papers · 57 competitors
novelty
Suno AI
by Martin Camacho · Cambridge · 2 papers · 58 competitors
novelty
ElevenLabs Voice AI
by Mati Staniszewski · NYC · 2 papers · 57 competitors
novelty
Hugging Face Transformers
by Thomas Wolf · Paris · 3 papers · 64 competitors
novelty
Mamba
by Albert Gu · Pittsburgh · 2 papers · 57 competitors
novelty
Circuits / Mechanistic Interpretability
by Chris Olah · San Francisco · 2 papers · 57 competitors
novelty
sentence-transformers
by Nils Reimers · Berlin · 2 papers · 57 competitors
novelty
Weights & Biases
by Lukas Biewald · Boston · 2 papers · 60 competitors
novelty
DataRobot
by Jeremy Fiance · Boston · 2 papers · 60 competitors
novelty
Scale AI Data Platform
by Alexandr Wang · San Francisco · 2 papers · 14 competitors
novelty
TRL (Transformer Reinforcement Learning)
by Lewis Tunstall · Zurich · 2 papers · 57 competitors
novelty
Together AI Platform
by Vinicius Moens · San Francisco · 2 papers · 57 competitors
novelty
FlashAttention
by Tri Dao · Princeton · 2 papers · 57 competitors
novelty
Hugging Face Inference Endpoints
by Philipp Schmid · Berlin · 2 papers · 57 competitors
novelty
Adept ACT-1
by David Luan · San Francisco · 2 papers · 57 competitors
novelty
PyTorch
by Soumith Chintala · NYC · 3 papers · 60 competitors
novelty
openpilot
by George Hotz · San Diego · 2 papers · 15 competitors
novelty
Pika
by Demi Guo · San Francisco · 2 papers · 13 competitors
novelty
Synthesia EXPRESSIVE-1
by Victor Riparbelli · London · 2 papers · 13 competitors
novelty
Machine Learning Mastery
by Jason Brownlee · Sydney · 3 papers · 66 competitors
novelty
MIT 6.S191 — Introduction to Deep Learning
by Alexander Amini · Cambridge · 6 papers · 64 competitors
novelty
fast.ai
by Jeremy Howard · San Francisco · 3 papers · 60 competitors
novelty
tinygrad
by George Hotz · San Diego · 2 papers · 58 competitors
novelty