We're reintroducing Karma with a new website today! What was Karma GAP is now Karma, where builders get funded and ecosystems grow. Built on our proven registry and impact measurement, now with complete funding capabilities. Here's what you get 🧵

At @IFP, we’ve spent the past 3 years thinking about all the different ways the US government & philanthropy fund R&D. Until now, R&D funders haven’t had a systematic way to match the innovation problem to the right funding tool. We built THE ATLAS OF INNOVATION to fill that gap. atlasofinnovation.org Alongside @UChi_MSA, we’ve boiled down thousands of hours of research into a handful of questions covering how much the R&D funder knows about: - the problem they want to solve - the solution it should have - the team that should build the solution Why the Atlas matters: The US government spends close to $200 billion every year on R&D. And after the Anthropic and OpenAI IPOs, there will be hundreds of billions of dollars in new philanthropic giving. Choosing the correct funding approach to the social problems they’re trying to solve will mean the difference between success and failure. For example, NSF research grants have helped seed breakthroughs from MRI machines to search engines, but grants aren’t built to deliver the kind of industrial speed and scale that a project like Operation Warp Speed required. Picking the wrong funding approach can leave programs behind schedule, over budget, or without anything to show for all the money they spent. How we built the Atlas: 1. We began by creating a matrix of dozens of considerations that a thoughtful policymaker or funder would ideally weigh before deciding how to fund a project. 2. We looked at every major funding approach, from grants to R&D tax credits to advance market commitments, analyzing when they work well and when they fail to meet the mission. 3. We spent months deep in the weeds of contract theory and incentive design, looking at historical examples and the state-of-the-art research in innovation economics. 4. We then worked to turn that research into a tool that time-strapped policymakers and philanthropic funders could rely on at the start of an innovation funding cycle. 5. Three years later, we are launching just that: a new (and visually stunning) website to help funders decide how to best incentivize innovation. And all they have to know… is what they currently know about their innovation goal! The Atlas takes care of the rest. How to navigate the Atlas: Answer questions about your goal to find the funding approach aligned with the information you have. Each funding mechanism has its purpose for particular technologies and specific moments in development. There shouldn’t be an ARPA for every field, just like we don’t need a prize or AMC for every innovation. The Atlas helps you navigate those tradeoffs.

I'm doing a big refactor in our codebase, using the new /batch command in claude code. The way it's running, I'm scared to touch anything at this point, let's see how this refactor goes 😅

40 new projects joined Karma this week 🎉 From AI-powered remittance agents to on-chain savings circles, the builders keep building. Let's meet them 🧵👇

Submission for Optimism Growth Grants are now open! Our Objective: Grow DEX TVL and increase trading volume. Apply today 👇