From a1f1a9ab6e5f5bd23e6a6d997b3d95e8cfb91f89 Mon Sep 17 00:00:00 2001
From: ravenscroftj <ravenscroftj@gmail.com>
Date: Sun, 29 Jan 2023 11:15:09 +0000
Subject: [PATCH] Add 'brainsteam/content/annotations/2023/01/29/1674990082.md'

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+---
+date: '2023-01-29T11:01:22'
+hypothesis-meta:
+  created: '2023-01-29T11:01:22.509728+00:00'
+  document:
+    title:
+    - 2301.11305.pdf
+  flagged: false
+  group: __world__
+  hidden: false
+  id: RDbfNJ_EEe258oPTYQZGNA
+  links:
+    html: https://hypothes.is/a/RDbfNJ_EEe258oPTYQZGNA
+    incontext: https://hyp.is/RDbfNJ_EEe258oPTYQZGNA/arxiv.org/pdf/2301.11305.pdf
+    json: https://hypothes.is/api/annotations/RDbfNJ_EEe258oPTYQZGNA
+  permissions:
+    admin:
+    - acct:ravenscroftj@hypothes.is
+    delete:
+    - acct:ravenscroftj@hypothes.is
+    read:
+    - group:__world__
+    update:
+    - acct:ravenscroftj@hypothes.is
+  tags:
+  - chatgpt
+  - detecting gpt
+  target:
+  - selector:
+    - end: 11561
+      start: 11236
+      type: TextPositionSelector
+    - exact: "As in prior work, we study a \u2018white box\u2019 setting (Gehrmannet\
+        \ al., 2019) in which the detector may evaluate the log prob-ability of a\
+        \ sample log p\u03B8 (x). The white box setting doesnot assume access to the\
+        \ model architecture or parameters.While most public APIs for LLMs (such as\
+        \ GPT-3) enablescoring text, some exceptions exist"
+      prefix: ed samples to perform detection.
+      suffix: . While most of our ex-periments
+      type: TextQuoteSelector
+    source: https://arxiv.org/pdf/2301.11305.pdf
+  text: The authors assume white-box access to the log probability of a sample \(log
+    p_{\Theta}(x)\) but do not require access to the model's actual architecture or
+    weights.
+  updated: '2023-01-29T11:01:22.509728+00:00'
+  uri: https://arxiv.org/pdf/2301.11305.pdf
+  user: acct:ravenscroftj@hypothes.is
+  user_info:
+    display_name: James Ravenscroft
+in-reply-to: https://arxiv.org/pdf/2301.11305.pdf
+tags:
+- chatgpt
+- detecting gpt
+- hypothesis
+type: annotation
+url: /annotations/2023/01/29/1674990082
+
+---
+
+
+
+ <blockquote>As in prior work, we study a ‘white box’ setting (Gehrmannet al., 2019) in which the detector may evaluate the log prob-ability of a sample log pθ (x). The white box setting doesnot assume access to the model architecture or parameters.While most public APIs for LLMs (such as GPT-3) enablescoring text, some exceptions exist</blockquote>The authors assume white-box access to the log probability of a sample \(log p_{\Theta}(x)\) but do not require access to the model's actual architecture or weights.
\ No newline at end of file