AI Agent is currently one of the hottest sectors, and it is a narrative favored by many for 2025, worth continuous attention. This article is derived from a piece written by On-chain Observation, organized, translated, and authored by PANews. (Background: The list is out! Taiwan Blockchain's 30 Most Influential People of the Year: 2025 Market Key Predictions, Web3 Trend Analysis) (Background Supplement: Core investment themes in the crypto space for 2025: DeFi and AI) It is correct for newcomers to follow the principle of getting on board first and then learning and researching, but it is recommended to start with top-tier projects that have strong consensus. Currently, the on-chain AI Agent sector and the secondary mainstream market are experiencing a 'frozen and fiery' situation; it is evident that Smart Money is looking for opportunities on-chain. Here are some personal investment insights: 1) Framework and standard series, the 'appearance' of the code structure on Github can basically explain everything; the high technical threshold will filter out the first round; 2) Monolithic AI series, the application landing limits for AI Agents are very high, you must experience it before making a decision; 3) Positive Launchpad series, the driving force of Tokenomics is a double-edged sword; the speed of rising skyscrapers is fast, and so is the collapse, this is definitely not a manifestation of the platform's core competitiveness, and if it is, view it with caution from a short-term perspective; 4) Don’t get entangled with @shawmakesmagic's personal views; the early founder's banter and interaction with the community are very important, holding onto #ai16z's leg is the hidden main wave of this round of Ai Agent Summer; 5) The duel between Base and Solana is a fact, but the dominance is gradually being controlled by Solana. However, this precisely requires focusing investment research efforts on Base because slow work produces fine products; waiting for the chaotic era market to reach consensus before intervening is also not too late; 6) Who holds the power between ai16z and Virtual? The greatest charm of Crypto is the strength of the open-source developer community behind it; 7) The TEE+ concept did not arise by chance. TEE will be a key component for the long-term development of AI Agents, comparable to ZK for Rollup; 8) AI Agents increasingly resemble DeFi Summer; this is an unstoppable trend. Many people singing the praises of the uselessness of Agents can only say that there were such voices during the early rise of DeFi; 9) The AI Agent sector has once again provided a platform for technical bloggers. The Summer for technical bloggers has arrived; please value those who talk about technology and principles every day, without directly promoting projects; 10) It is correct for newcomers to follow the principle of getting on board first and then learning and researching, but it is recommended to start with top-tier projects with strong consensus; the tuition paid for smaller projects may directly discourage them.