Core Insights - AI startups are promising to automate various tasks, but investors are cautious and prefer a limited number of genuinely useful tools [1] Group 1: AI Tools and Usage - Transcription products remain essential for investors, with estimates indicating that about half of office workers spend over five hours weekly in meetings, and the top 9% exceed 15 hours [2] - Granola, a note-taking tool founded in 2023, is highlighted for its effectiveness in summarizing important points, competing with established products like Otter, which has over 25 million users [2] - Investors emphasize the accuracy of Granola in capturing conversation nuances compared to other transcription tools [3] Group 2: Large Language Models (LLMs) - Large language models like ChatGPT and Claude are widely used in the investment sector, but investors are careful in their descriptions of these tools' capabilities [4] - The choice of model varies based on task complexity, with Claude and ChatGPT used for general information, while Specter and Harmonic are preferred for sourcing early-stage companies [5] - Some investors utilize LLMs for brainstorming and exploring new sectors, indicating their role as thought partners [6]

Core Insights - Temporal, a crypto research and development firm, is identified as the creator of HumidiFi, a significant dark exchange on the Solana blockchain that has recently dominated trading activity [1][2] Group 1: HumidiFi and Trading Activity - HumidiFi is one of several dark exchanges on Solana, handling nearly $40 billion in trades over the past month, accounting for approximately one-third of all trading on the Solana blockchain [2] - The revenue generated by HumidiFi is not publicly disclosed, but its trading volume indicates a substantial impact on the market [2] Group 2: Temporal's Role and Future Plans - The connection between Temporal and HumidiFi was confirmed by sources within the Solana developer community, although Temporal's founder, Ben Coverston, neither confirmed nor denied the association [3][4] - Temporal plans to launch a token called WET later this month, which will be offered to investors through the Decentralised Token Formation platform developed by Jupiter, a Solana exchange aggregator [5] Group 3: Temporal's Position in the Ecosystem - Temporal is a key player in the Solana developer ecosystem, having developed Nozomi, an execution layer that processes millions of transactions daily, and recently launching Harmonic, an open block-building infrastructure for Solana [7] - The firm has investments across the Solana ecosystem, including projects like DoubleZero, Backpack, and Sanctum, and has a history with MarginFi, a Solana lending protocol [8]

Solana Network Upgrade - Harmonic 是 Solana 的一项升级，引入开放的区块构建层 [1] - 构建者在每个时隙竞争，以提供最有利可图的区块 [1] - 验证者赚取更多收益，MEV 得到分配 [1] - Solana 网络保持快速和公平 [1] On-Chain Trading - Harmonic 使 Solana 更接近链上 Nasdaq 风格的交易 [1]

Solana Network Enhancement - Harmonic aims to enhance Solana's network by enabling validators to customize block building strategies [1] - This customization allows validators to prioritize factors like fee earnings, transaction blocking, or fairness and compliance [1] - Competition among multiple builders ensures system speed, fairness, and decentralization [2] - Solana's network comprises nearly 1,000 validators and $72 billion in active stake, which Harmonic aims to strengthen [2] Decentralized Finance (DeFi) Implications - Harmonic's approach brings Solana closer to Nasdaq-style on-chain trading [1] - The system empowers validators while maintaining control [2]

RT Marino (@marinonchain)Ngl, this might be one of the biggest upgrades ever launching on Solana - and it’s happening today!It’s called Harmonic. What if Solana’s blocks were built like shares on a stock exchange - open to the highest bidder, transparent, and efficient?The result: faster, fairer & more efficient transactions.That’s the value @harmonic_gg is bringing to Solana 👇1️⃣ Why It Matters✅ Today, a few builders decide:👉 Which transactions go in & in what order✅ That can mean:👉 Hidden costs, slower tr ...

Meet @harmonic_gg, a new block building system for Solana.Harmonic facilitates novel market structures, helping Solana compete with centralized exchanges including perps venues.The future is open, fast, and fair. https://t.co/lKw92kYAW4Harmonic (@harmonic_gg):Today we’re launching Harmonic, an open block building system optimized for validator revenue and throughput, built to make @solana faster, fairer, and more competitive.Solana wins with performance and open, fair markets.⤵️ https://t.co/94AFAt4g64 ...