GLM-4-Flash
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Headlines · 2
- Probe finds GLM-5.3-Flash added real web retrieval over GLM-4-Flash
A Juejin author’s Python probe found that GLM-4-Flash answered a current-product question from training memory despite receiving a valid web_search tool, with no search-result fields in the response. After the author switched the same Zhipu AI engine to GLM-5.3-Flash on November 2, the test returned search citations and a currently available model. The report also documents a separate Java binding bug and says cross-implementation checks ruled it out as the cause of the earlier behavior.
掘金 · 人工智能 · 🔥 2 - Building a local AI browser agent with browser-use and CDP
A first-hand technical report, first published on Tencent Cloud Developer Community, describes adding web-browsing capabilities to a local AI controller called Lingjing using browser-use v0.13.14, Playwright Chromium, and a hybrid CDP-Connect setup. The author documents failures involving Windows subprocess deadlocks, browser startup races, proxy routing and CAPTCHA pages, plus safeguards against high-risk actions, prompt injection, credential exposure, and reliance on unverified third-party data. The author reports that deepseek-chat completed the tested workflow, while the free glm-4-flash option repeatedly failed under the tested version's strict action parsing.
掘金 · 人工智能 · 🔥 0
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