"The Merge is Done! Now What? VC Firms Have Long Backed AI. Now, They Are Using It."
Hatched by Kazuki Nakayashiki
Sep 27, 2023
4 min read
12 views
"The Merge is Done! Now What? VC Firms Have Long Backed AI. Now, They Are Using It."
The recent merge from Proof of Work to Proof of Stake in Ethereum has brought about significant changes in the network. With a 99.5% reduction in energy consumption and a 90% lower inflation rate, Ethereum is now running more efficiently than ever before. However, the merge is only the beginning, and there are still several challenges that need to be addressed.
One of the challenges is scaling Ethereum's computing capacity without compromising security and composability. Sharding technology seems to be the solution here. By splitting the database into smaller shards and processing the information using separate machines, Ethereum can increase its computing power. The implementation of sharding strategies is still being debated, but future Ethereum Improvement Proposals (EIPs) like EIP-4844 are expected to provide valuable insights into this matter.
Another challenge that arises with a full sharding implementation is the exponential growth of Ethereum's state. As the state grows, it becomes increasingly expensive to maintain a record of it on every validator. To address this issue, Ethereum is looking to move towards a stateless network validation system. This involves shifting from the current Merkle-tree-based validation to a newer concept called "Verkle Trees." Verkle trees compress the data required to prove the validity of a block based on historical data, making stateless clients viable in practice. This shift will significantly increase processing power and allow the historical record to expand without bogging down the network.
In addition to the technical advancements, Ethereum is also focusing on improving the user experience. One such improvement is the reduction of historical data that needs to be maintained by execution clients. Instead of needing the full history, clients will only be required to maintain one year of data. This reduces the burden on clients and allows for more efficient operation.
While these advancements are crucial for the development of Ethereum, it's essential to consider the broader implications of emerging technologies. One area where technology is making a significant impact is venture capital. VC firms have long backed AI, but now they are also utilizing it in their investment decisions. Correlation Ventures, for example, uses a machine-learning tool to determine whether to invest in a company. This tool analyzes factors such as team experience and board composition to predict future investor returns. AI is projected to be involved in 75% of venture capital investment decisions by 2025, indicating a significant shift in the industry.
The integration of AI in venture capital decision-making brings a data-driven approach to an otherwise subjective process. While gut instincts will always play a role, data and analysis will now support those decisions. This shift allows for more informed investment choices and provides evidence for the effectiveness of gut feelings.
As Ethereum and venture capital continue to evolve with the integration of new technologies, it's important to consider the potential impact on users. While many of these advancements may go unnoticed by the average user, they lay the foundation for improved performance and a broader range of tools and applications. Optimistic Rollups and ZK-Rollups, for example, are expected to enhance scalability and privacy on the Ethereum network, leading to the development of innovative new tools and apps.
In conclusion, the merge to Proof of Stake in Ethereum marks a significant milestone in the network's evolution. However, it is just the beginning of a series of advancements and challenges that lie ahead. Through the implementation of sharding, stateless network validation, and other technical improvements, Ethereum aims to enhance its scalability and efficiency. Simultaneously, venture capital firms are incorporating AI into their decision-making processes, revolutionizing the industry. It is an exciting time for both Ethereum and venture capital, with the potential for transformative changes that will shape the future of these industries.
Actionable Advice:
- Stay informed about the latest developments in Ethereum and venture capital. Understanding the advancements and challenges in these industries can help you make informed decisions and seize opportunities.
- Embrace data-driven decision-making. Whether you are an investor or a business owner, incorporating AI and data analysis into your decision-making process can lead to more successful outcomes.
- Explore the emerging tools and applications being developed on platforms like Ethereum. As Optimistic Rollups and ZK-Rollups improve, there will be an influx of new and exciting tools and apps to try out. Stay curious and be open to exploring these opportunities.
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