As advanced agents move from coding to the rest of knowledge work, it takes a real amount of work and know-how to get right. You need to ensure agents have the right context and data to work with, wire up systems to agents in a safe and secure way, ensure that the agents are producing quality output, design the end-state workflow where and how humans will be in the loop, maintain the agents when there are model and system upgrades, and more. This isn’t a side project or something you can just do on nights and weekends. You need to design and develop robust agents that will be used in mission critical workflows. It’s a highly technical job, very much akin to a forward deployed engineer for internal functions. This is why, at Box, we’re starting to hire for AI automation engineering roles. This a technical role that will partner with the business directly and help augment how they work to drive even more output, and deliver better experiences for employees and ultimately customers. This is just one example of the kind of role that AI will start to open up in the future. I expect most companies will have many flavors of this going forward.

Elon Musk once revealed in 2019 that only around 5% of SpaceX resources were focused on Starship at that time The other ~95% were running Falcon 9 and Crew Dragon - one of the most successful orbital rocket programs in history A small dedicated team built Starship (starting in tents at Boca Chica), while the rest of the company kept launching astronauts and landing boosters Today, that same program has scaled massively - with roughly 3,400–4,000+ people focused on it, out of SpaceX’s ~13,000–15,000 total employees The Starship program has shifted from a “side project” to the central pillar of the SpaceX's long-term goal: making life multi-planetary Now it's like watching sci-fi become reality

Today, I’m incredibly excited to make my first proposal to Uniswap governance on behalf of @Uniswap alongside @devinawalsh and @nkennethk This proposal turns on protocol fees and aligns incentives across the Uniswap ecosystem Uniswap has been my passion and singular focus for the past 8 years. What started as a small side project is now global financial infrastructure powering thousands of applications with ~$1.8 trillion in annual trading UNI launched in 2020, but for the past 5 years Labs has been unable to meaningfully participate in Uniswap governance, and has been greatly restricted in the ways it can build value for the Uniswap community. That ends today! This restriction was in great part due to a hostile regulatory environment that cost thousands of hours and tens of millions in legal fees. Fortunately, the regulatory environment has shifted This proposal comes from a strong desire to see the Uniswap protocol win as the global decentralized exchange for tokenized value At a high level, the proposal: 1. Turns on protocol fees and uses them to burn UNI 2. Sends @unichain sequencer fees to the UNI burn 3. Burns 100M UNI from the treasury representing the protocol fees that could have been burned if fees were turned on at token launch 4. Introduces Protocol Fee Discount Auctions, a new way to improve LP outcomes and internalize MEV to the protocol 5. Introduces "aggregator hooks” which will turns Uniswap v4 into an onchain aggregator that collects protocol fees on external liquidity sources 6. Focus Labs on driving protocol growth and adoption, including a contractual agreement to only pursue initiatives that align with Uniswap governance interests ^ As part of this, Labs will stop collecting fees on its interface, wallet, and API to supercharge distribution and adoption of the Uniswap protocol 7. Moves Foundation employees to Labs with a shared goal of accelerating protocol growth, under a growth fund from the treasury 8. Move governance-owned Unisocks liquidity to v4 on Unichain and burn the LP position I believe Uniswap protocol can be the primary place tokens are traded. This proposal sets the stage for the next decade of its growth @Uniswap will ship relentlessly over the coming years and supercharge the ecosystem of developers, LPs, and traders building on top I'm so grateful to the community that has made this all possible, and excited for what's next 🦄