The Generalist: “Founded in 2023, Avra runs a selective program for the world’s best growth-stage entrepreneurs. It helps the leaders of breakout businesses learn how to build an executive team, maintain shipping speed, and plan for the future. It’s a kind of doctoral program for startup CEOs, albeit one with a well-guarded curriculum and a venture fund on the back end…Avra’s program is taught by some of the startup ecosystem’s most impressive and successful founders. Sessions cover choosing the right metrics, hiring executives, scaling engineering, leveling up financial planning, and preparing for future fundraises. Each one is a tactical masterclass full of detail…Though Avra’s principal mission is to assist founders through targeted education, it monetizes as a venture firm. It is raising a reported $350 million to invest in a small fraction of the startups that pass through its program. It’s a clever strategy that reorders the traditional sequence venture capital follows. Rather than winning a deal and then adding value, Avra does the work upfront, proving its impact and building rapport ahead of a future round.”
FT: “Many economists have argued that encouraging more women to enter the paid workforce is one of the most important steps that India could undertake to turbocharge growth. The World Bank has estimated that if women’s participation in the workforce were to reach 50 per cent, India could boost its annual growth rate by 1.5 percentage points. Christine Lagarde, then IMF managing director, stated in 2015 that India’s GDP would be nearly 30 per cent larger if the participation of women were to match that of men, describing this as an “economic no-brainer”…“Gender is now macro-critical in India,” says Radhicka Kapoor, a senior specialist on employment with the International Labour Organization in New Delhi. “When you have all these targets of becoming a developed economy by 2047, you need additional drivers of growth — and addressing the gender gap is an important part of that.””
NYTimes: “OpenAI recently unveiled a new version of ChatGPT that “reasons” through math, science and computer programming problems. This technology, called OpenAI o1, requires even more computing power than previous versions of ChatGPT. OpenAI o1 did not learn skills just by analyzing internet data. It was built with something called reinforcement learning. Through this process, which can go on for months, the system can learn additional behavior through extensive trial and error. By working through various math problems, for instance, it can learn which methods lead to the right answer and which do not. OpenAI believes this kind of technology could be the future of its business. If it can get its hands on more computing power, its A.I. can learn to do more. At least, that is the theory.” FT: “[OpenAI] claims its GPT-o1 is the first model capable of breaking a complex problem down and reasoning its way to a solution. That could point to a future where AI models themselves take on more of the work in a business application, sucking value out of traditional software as they become more central to working life.”
Alex Tabarrok: “India has some of the worst air pollution in the world. India regulates pollution but it uses a command and control approach with criminal penalties, a system in tension with enforcement given low-state capacity. The result has been widespread corruption, inefficiency, and poor enforcement of pollution controls. In a very important paper, Greenstone, Pande, Ryan and Sudarshan report on an experiment with a market for particulate matter in Surat, India. In fact, this is the first particulate-matter market anywhere in the world.”
Vinod Khosla: “What I’m looking for in a founder, above all, is someone flexible in their tactics but obstinate in their vision.”
