DeepFlowTech

According to Google Trends data, OpenClaw ranked first in search popularity on March 10, with a heat index of 100. Hong Kong, Singapore, and South Korea followed closely. The data indicates that the search interest in OpenClaw is primarily concentrated in Asia, with Mainland China showing a significantly higher level of attention.

Author: Virtuals Protocol
Translation: Deep潮 TechFlow
Deep潮 Guide: Virtuals Protocol, in collaboration with the Ethereum Foundation dAI team, has released the ERC-8183 standard proposal. The core idea is to establish a trustless on-chain business protocol for economic interactions between AI Agents. This is not just another payment protocol but a comprehensive business infrastructure covering task specifications, escrow, delivery verification, and evaluation certification. Coupled with the earlier ERC-8004 (Agent identity and reputation), these two standards form a closed loop: discovery, transactions, reputation building, better discovery, and more trustless transactions. If you're interested in the on-chain implementation path of AI Agent economy, this is a must-read.
The full text is as follows:
由 Virtuals Protoc

Author: ethn, a16z
Translation: Deep潮 TechFlow
Deep潮 Guide: a16z has released the sixth edition of the generative AI consumer application ranking. ChatGPT has reached 900 million weekly active users, but Gemini and Claude are experiencing even faster paid growth. The "Default AI Assistant" competition has officially begun.
The biggest change in this edition is the inclusion of long-established products like CapCut, Canva, and Notion, which have made "AI features a core part" of their offerings, as well as the first-time coverage of Agents, AI browsers, and desktop tools.
Author Olivia Moore is a partner at a16z's consumer team. This report is one of the most systematic publicly available data sets tracking the AI consumer application landscape.
The full text is as follows:
Three years ago, we published the first edition of this ranking with a very simple goal: to understand

Nasdaq has partnered with Seturion, a subsidiary of Boerse Stuttgart, to promote the tokenization of European securities, connecting trading platforms to support the trading and settlement of tokenized securities. Initially focusing on structured products, with plans to expand in the future.

The article discusses the evolving role of GitHub in the AI era, transforming from a simple code hosting platform into a "Execution Power Exchange." Popularity metrics such as Star, Fork, and PR have become central to developers' social capital, reflecting genuine market signals. The article promotes GitHubVC, emphasizing how to enhance developers' influence in this field by quantifying individual attention and trust trajectories.

The MT-WBNB liquidity pool on the BSC chain was attacked, resulting in a loss of approximately $242,000. The attack exploited a vulnerability in the token's deflationary model, using specific routers and whitelist mechanisms to acquire MT tokens and profit.

Author: Black Mario
Recently, Berachain's PoL mechanism underwent reforms. Its $BGT annual inflation rate was reduced from 8% to 5% (a proactive cut of approximately 46% in emissions), while a series of "ghost vaults" were cleaned up and vault access standards were updated. This move has been called a sovereign fiscal reform by the community.
This seems to signal that Berachain is officially ending the era of cold-start subsidies and, through extreme "capital efficiency" and a "business closed-loop," is beginning to build a mature economy with higher ROI certainty.
From Cold Start Strategy to Sovereign Value Reversion
In traditional PoS systems, security is directly linked to staking size—"locking tokens for governance participation" is the core logic. The PoL (Proof-of-Liquidity) mechanism itself is actually a highly complex system.