Unverified50% confidenceEventExact time
In the initial testing of Listing Writer, Gemma 3 (4B) hallucinated, for example fabricating 'Type-C charging' as 'includes a Type-C charging cable', and inventing fake user reviews and opening lines.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedTraditional reverse engineering tools such as IDA Pro and Ghidra can restore binaries to C-like pseudocode, but the results are typically filled with auto-generated meaningless variable names and are extremely difficult to read.58% similarUnverifiedC语言编写的内核代码中类型混淆和释放后使用是高发漏洞模式，因为C语言缺乏编译期内存安全保障57% similarUnverifiedIn code generation scenarios, hallucination manifests as calling non-existent API methods, generating syntactically correct but logically erroneous code, or incorrectly referencing deprecated library versions.56% similarUnverifiedAbstractive summarization may introduce hallucinations, where the model fabricates content that does not exist in the original text.55% similarUnverifiedThe author embeds an inverted benchmark into the actual system: code deterministically builds and prints a set of boxes, lets the local small model qwen3:4b say one sentence about them, and then the code verifies every reference, citation, and number, discarding any that fail verification and replacing them with plain text written by the code itself.54% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1033998API
curl https://kongchang.com/api/v1/knowledge/claims/1033998MCP
get_claim(id=1033998)