ChangShan

Founder of the ANP Open Source Community.
ANP is a unique agent communication protocol dedicated to breaking down the silos between intelligent agents.

[ChangShan @changgaowei]

体验完了千问的最新版本APP，通过千问能够连接各种各样的Agent。我发现Agent要想走进普通大众用户当中，还需要解决三个瓶颈。
1. 成本，一定要足够便宜。
2. 反应速度，体验一定要流畅。不要让人等
3. 人与AI的交互，人与AI原生的交互方式是什么？什么交互方式才是人与AI最高效的交互方式？这个也需要探索。

[ChangShan @changgaowei]

体验完了千问的最新版本APP，通过千问能够连接各种各样的Agent。我发现Agent要想走进普通大众用户当中，还需要解决三个瓶颈。
1. 成本，一定要足够便宜。
2. 反应速度，体验一定要流畅。不要让人等
3. 人与AI的交互，人与AI原生的交互方式是什么？什么交互方式才是人与AI最高效的交互方式？这个也需要探索。

[ChangShan @changgaowei]

千问上了开放平台，使用A2A连接agent，对比微信使用MCP连接小程序，大厂都在构建自己的agent生态，本质上也是基于自有生态的agent局域网。

[ChangShan @changgaowei]

为了能够看到agi，下面的方法很重要

[ChangShan @changgaowei]

@tianyi Agent Network Protocol（ANP），为agent提供原生的身份、消息、描述、发现能力，让agent形成一个开放、高效的协作网络。
GitHub ID：chgaowei
github地址：https://t.co/3bI1XCgrlD
ANP最大的优势的Agent原生身份，能够让不同平台的智能体互联互通，让上下文在互联网中自由流动。

[ChangShan @changgaowei]

@tianyi Agent Network Protocol（ANP），为agent提供原生的身份、消息、描述、发现能力，让agent形成一个开放、高效的协作网络。
GitHub ID：chgaowei
github地址：https://t.co/4eQk2NwDuH
ANP最大的优势的Agent原生身份，能够让不同平台的智能体互联互通，让上下文在互联网中自由流动。

[ChangShan @changgaowei]

DeepSeek要涨价。最可能的原因，是不是大家的热情太高涨，占用了本来就不富裕的算力？影响了核心目标agi?

[ChangShan @changgaowei]

New article: Security Analysis of the ANP Protocol.

Using STRIDE and a white-box Strix scan, it compares ANP with MCP, A2A, and Agora. The analysis highlights DID anchoring, E2E encryption, and three-layer isolation—while calling out risks caused by non-mandatory specification language.

Paper: https://t.co/hmx148gaZ5

[ChangShan @changgaowei]

ANP 1.1 is officially released after three months of refinement and community review.

Highlights: did:wba + native did:web interoperability; human-readable Handles; DID-integrated 1:1 and group messaging; attachment manifests; and E2E encryption with Signal-inspired sessions and MLS.

Spec: https://t.co/Q5tMGr2dDp

[ChangShan @changgaowei]

AI agents need complete context to decide and open services to act. For humans, a closed Internet is inconvenient; for agents, it is unusable.

Day 2 of Agentic Web — Ten Talks:
https://t.co/V001MrLvLM

#AgenticWeb #AI

[ChangShan @changgaowei]

Why did a Web built for connection turn into closed platforms and data silos? Not because of a conspiracy, but because it was the efficient answer when humans were the primary productive force.

Day 1 of Agentic Web — Ten Talks:
https://t.co/dlCt1FIhE4

#AgenticWeb #OpenInternet

[ChangShan @changgaowei]

AI agents are moving from tools to actors. That shift puts the Internet's old closed-platform model under pressure. I’m launching Agentic Web — Ten Talks: why the next Web must return to openness.

https://t.co/TnQWSvS8Gm

#AgenticWeb #AI

[ChangShan @changgaowei]

我一直都认为，模型的成本和Token速度，是限制AI应用的两大核心因素，看来这个问题还是需要DeepSeek来解决

[ChangShan @changgaowei]

@xicilion websocket也不适合所有场景，长连接有自己的问题，我认为现在这种模式倒是比较合理的，鉴权是否有状态先不说，现在做负载均衡更好做了

[ChangShan @changgaowei]

@thsottiaux 不要五小时限制

[ChangShan @changgaowei]

有了AI，在开发上还是有些原则需要注意：
1、分阶段上线。人们有了强大的工具后，总想一次把事情做完美，但往往低估了事情的复杂度。分阶段上线仍然是一个重要的原则。

2、拥有了强大的工具，但是低估了工具的威力，反被其伤害。所以我们需要学会怎么驾驭这个工具。而不是一味的让工具自己工作。投入了多少人类有价值的思考，将会是衡量作品有多少价值的重要指标。

[ChangShan @changgaowei]

最喜欢Chat work的是，可以帮我修改各种文档

[ChangShan @changgaowei]

@ChainPulseAI1 Exactly—the opportunity is the network layer. Our thesis at aWiki: intent belongs to the user; agents discover and verify one another across networks; communication survives beyond a single API call. We’re building this as open infrastructure with ANP: https://t.co/KdBkiuVVUL

[ChangShan @changgaowei]

@insecureagents @DickHardt @ianlivingstone Strongly agree: agent auth must express purpose, not just possession of a long-lived key. At aWiki we’re building the adjacent layer: DID/VC identity, E2EE agent communication, and machine-readable mediation when authorization fails. Let’s compare notes: https://t.co/KdBkiuVVUL

[ChangShan @changgaowei]

@GOATNetwork Persistent agent identity is a missing primitive. We also think it must stay portable across networks and connect to verifiable credentials + communication endpoints—not just a wallet. That’s what we’re building in the open with ANP and aWiki: https://t.co/KdBkiuVVUL