I've attempted to map everything in oncology in a public website and open source repo for all. The site is trying to get all cancers, products, technologies, bottlenecks, people, startup opportunities with 1000+ ideas for upgrading the field. If you have a loved one with cancer and you are technical or can engineer, go take a look, file improvement requests or bugs or help with the open repo and make this the best open and free info resource for individuals, researchers and educational use. This should save people time, aid AI oncology projects and generate positive action. If you are not technical just complain in this thread about broken or annoying or things you want and I'll fix them live. Some of the interesting pages: Treatments: A gallery of the molecules being used And targets: The technologies in oncology: 1100 ideas for helping oncology: Bottlenecks on oncology: Open questions (LETS GO RESEARCH PEOPLE) Startup requests (LETS GO STARTUP PEOPLE) Mechanics of cancer: Battlefronts: Isotope supply: Key papers: Pipeline funnels: Cancer by type: Institutional rankings: The startups: Heros and heroines : Key medical people: Here is the project roadmap: Models and data sets: There are other views as well, take a browse. Try making a PR if you have an upgrade to this on the repo here: If you are biologically/medically minded and something is wrong, file a bug as well or say on the thread and we will get it fixed live. If this is a useful project star the repo and help get it calibrated. I've tried to add some other languages but I cannot speak them so tell me if that doesnt work well. I believe we will crack oncology and having total information dominance is key to the problem. Let the feedback flow!

I'd like to announce that @Golden has been acquired by @ComplyAdvantage. This takes us on a new mission of using the knowledge graph to fight financial crime. Comply Advantage is an AML (anti-money laundering) company which performs KYC (know your customer), KYB (know your business) and general transaction monitoring. They catch the bad guys in the systems you see all around you in banking, fintech and pretty much anytime money moves around. Golden and Comply Advantage will merge their knowledge graphs and data extraction systems, putting them to use to catch bad actors, whether these be companies, legal structures or people. The merged entity of Golden and ComplyAdvantage has become a unicorn upon the transaction, and I’ll be joining the board to advise and further this mission. It has been a monumental journey for the team and I since we launched back in 2019. I'd love to thank the team members, past and present, for everything that has been built and created over the years. I'd also like to thank our investors for supporting us all the way. Comply is run by some fantastic people including their founder @delingpole and CEO @VatsaNarasimha, and is backed by great investors including @balderton @IndexVentures @GoldmanSachs If you are in need of KYC/KYB/AML or transaction monitoring, ping us! Looking to the future - I'm excited to be joining the board, and will continue to ramp up the investing I've been doing, while learning new technical fields.

Factual accuracy is going to be crucial for a positive AI future. @Golden has just launched a @OpenAI ChatGPT plugin which integrates the Golden Knowledge Graph and Query Tool into ChatGPT. Let's see what it does and how it works...

1/ I’d like to share a fun little demo we have been hacking on @golden We attempt to answer factual questions in a more accurate way using the Golden Knowledge Graph by providing a retrieval enhancement to GPT-3. Golden Retriever: Thread👇

1/ I’m proud to announce that @Golden has raised a $40m Series B led by a16z crypto to build the decentralized protocol for knowledge: Blog post: & nutshell thread concerning incentives, tokenization, data NFTs, anti gaming, mechanics and use cases👇