-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy path1.2_vulnerability_actors_part1.html
More file actions
460 lines (418 loc) · 24.8 KB
/
1.2_vulnerability_actors_part1.html
File metadata and controls
460 lines (418 loc) · 24.8 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>1.2 Exposure to toxic content - Vulnerability (Actors)</title>
<link href="https://fonts.googleapis.com/css2?family=Figtree:wght@300;400;500;600;700&display=swap" rel="stylesheet">
<style>
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Figtree', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
background-color: #ffffff;
color: #000000;
line-height: 1.3;
}
.container {
max-width: 1200px;
margin: 0 auto;
padding: 8px;
flex: 1;
min-width: 200px;
overflow-wrap: break-word;
word-break: break-word;
}
h1 {
text-align: center;
margin-bottom: 8px;
color: #000000;
font-weight: 600;
font-size: 18px;
}
.selection-title {
text-align: center;
font-size: 14px;
font-weight: 600;
color: #666666;
margin-bottom: 10px;
}
.nav-pills {
display: flex;
flex-wrap: wrap;
gap: 4px;
margin-bottom: 15px;
justify-content: center;
}
.nav-pill {
background: #f8f9fa;
border: 1px solid #e0e0e0;
border-radius: 25px;
padding: 12px 20px;
cursor: pointer;
font-family: 'Figtree', sans-serif;
font-size: 16px;
font-weight: 500;
transition: all 0.3s ease;
color: #000000;
}
.nav-pill:hover {
background: #e9ecef;
border-color: #000000;
}
.nav-pill.active {
background: #000000;
color: white;
border-color: #000000;
}
.entity-section {
display: none;
}
.entity-section.active {
display: block;
}
.content-grid {
display: flex;
width: 100%;
gap: 4px;
}
.content-column {
background: #ffffff;
border: 1px solid #e0e0e0;
border-radius: 8px;
padding: 8px;
flex: 1;
min-width: 200px;
overflow-wrap: break-word;
word-break: break-word;
}
.criteria-header {
font-size: 12px;
font-weight: 600;
margin-bottom: 15px;
padding-bottom: 10px;
border-bottom: 2px solid;
}
.criteria-header.higher {
color: #FF0000;
border-bottom-color: #FF0000;
}
.criteria-header.lower {
color: #2E5C8A;
border-bottom-color: #2E5C8A;
}
.summary-section {
margin-bottom: 20px;
}
.summary-text {
margin-bottom: 15px;
font-weight: 500;
color: #000000;
font-size: 15px;
}
.quote-details {
margin-top: 15px;
}
.quote-toggle {
cursor: pointer;
color: #000000;
font-weight: 500;
font-size: 16px;
background-color: #ffff00;
padding: 10px 15px;
border-radius: 4px;
display: inline-block;
}
.quote-toggle:hover {
color: #333333;
}
.quote-list {
margin-top: 15px;
padding-left: 20px;
}
.quote-list li {
margin-bottom: 12px;
font-size: 16px;
padding: 10px 15px;
line-height: 1.3;
color: #000000;
}
@media (max-width: 768px) {
.content-grid {
gap: 4px;
}
.selection-title {
text-align: center;
font-size: 14px;
font-weight: 600;
color: #666666;
margin-bottom: 10px;
}
.nav-pills {
justify-content: flex-start;
}
.nav-pill {
font-size: 16px;
padding: 4px 8px;
}
}
</style>
</head>
<body>
<div class="container">
<h1>1.2 Exposure to toxic content - Vulnerability (Actors)</h1>
<div class="selection-title">Select a actor:</div>
<div class="nav-pills">
<button class="nav-pill active" data-target="AIDeveloperGeneralpurposeAI">
AI Developer (General-purpose AI)
</button>
<button class="nav-pill" data-target="AIDeployer">
AI Deployer
</button>
<button class="nav-pill" data-target="AIGovernanceActor">
AI Governance Actor
</button>
<button class="nav-pill" data-target="AIUser">
AI User
</button>
</div>
<div class="content-sections">
<div class="entity-section active" id="AIDeveloperGeneralpurposeAI">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One expert commented: "I think my more moderate judgments have to do with overall harm. In my mind, the prototypical case is some kind of offensive content targeting an individual or group. This could be offensive or hurtful, or lead to a lawsuit or bad news coverage. But I suspect the additional harm caused by some toxic content is overall modest compared to the sorts of toxic content people see resulting from other people, on social media, etc. So I highly vulnerable for AI users, but I think this is being quite liberal in the real degree of harm
So yes, toxic content is a real risk, but not dramatic impacts on safety, health, even psychological well-being for most people. And relevant lawsuits or regulatory actions for developers and employers are real, but probably modest in scope, with very low risk of something like algorithmic deletion. Maybe an extreme scandal would lead to reduction in users or cancellation or boycotts, so I put moderately vulnerable for the players in particular."</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"I think my more moderate judgments have to do with overall harm. In my mind, the prototypical case is some kind of offensive content targeting an individual or group. This could be offensive or hurtful, or lead to a lawsuit or bad news coverage. But I suspect the additional harm caused by some toxic content is overall modest compared to the sorts of toxic content people see resulting from other people, on social media, etc. So I highly vulnerable for AI users, but I think this is being quite liberal in the real degree of harm
So yes, toxic content is a real risk, but not dramatic impacts on safety, health, even psychological well-being for most people. And relevant lawsuits or regulatory actions for developers and employers are real, but probably modest in scope, with very low risk of something like algorithmic deletion. Maybe an extreme scandal would lead to reduction in users or cancellation or boycotts, so I put moderately vulnerable for the players in particular."</li>
</ul>
</details>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIDeployer">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIGovernanceActor">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIUser">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Respondents emphasized vulnerability due to exposure without control, context, or filters—especially for children, marginalized groups, and those already at risk. AI systems can surface, amplify, or normalize violent, self-harming, racist, or misogynistic content with real-world consequences. Users often lack the skills to cope with such exposure.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"AI Users and Affected Stakeholders are extremely vulnerable to toxic content due to exposure without control, context, or filters - especially children, marginalized groups, and those already at risk of harm. AI systems can surface, amplify, or normalize violent, self-harming, racist, or misogynistic content, often unintentionally but with real-world consequences."</li> <li>"Users do not necessarily have the skill to cope with this."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Some argued vulnerability depends on safeguards that are already in place at the developer level. Others noted that end users without association with vulnerable groups have psychological tools for protection, and that the overall cost of exposure is relatively low, making sensitivity—and therefore vulnerability—lower than suggested.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"End users without association with vulnerable groups have psychological tools to be protected from toxic content."</li> <li>"I maintained that the AI User is only Highly Vulnerable, not Extremely Vulnerable, because as the user, it depends if safe guards, which are outside their control and possibly knowledge, are in place at the developer level. Example, using generative AI, if an AI User wants information on how to commit a crime without detection, the AI User is vulnerable if the AI provides the information but not vulnerable if the AI is trained to not provide harmful or illegal information. Let's use another example of an AI-Enabled Weapons Targeting System, the AI User could in theory be vulnerable to toxic, in this case dangerous, input that doesn't allow the AI User to discern between combatants and civilians. But if this is the case, how would they know as they are just using the system with the assumption it is performing correctly."</li>
</ul>
</details>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIDeveloperSpecializedAI">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One expert commented: "AI developers (specialized) are moderately vulnerable for exposure to toxic content due to potential emergent misalignment, assuming that AI developers (specialized) refers to the wide-group of AI developers who are developing specific use-cases that are also not bad actors attempting to create malicious or harmful AI systems on purpose. "</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"AI developers (specialized) are moderately vulnerable for exposure to toxic content due to potential emergent misalignment, assuming that AI developers (specialized) refers to the wide-group of AI developers who are developing specific use-cases that are also not bad actors attempting to create malicious or harmful AI systems on purpose."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One expert commented: "I do not see why specialised ai developers would be highly vulnerable to toxic content. Even making accommodation for potential "reputational harms", it seems overblown."</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"I do not see why specialised ai developers would be highly vulnerable to toxic content. Even making accommodation for potential "reputational harms", it seems overblown."</li>
</ul>
</details>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIDeployer">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIInfrastructureProvider">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIUser">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Respondents emphasized vulnerability due to exposure without control, context, or filters—especially for children, marginalized groups, and those already at risk. AI systems can surface, amplify, or normalize violent, self-harming, racist, or misogynistic content with real-world consequences. Users often lack the skills to cope with such exposure.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"AI Users and Affected Stakeholders are extremely vulnerable to toxic content due to exposure without control, context, or filters - especially children, marginalized groups, and those already at risk of harm. AI systems can surface, amplify, or normalize violent, self-harming, racist, or misogynistic content, often unintentionally but with real-world consequences."</li> <li>"Users do not necessarily have the skill to cope with this."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Some argued vulnerability depends on safeguards that are already in place at the developer level. Others noted that end users without association with vulnerable groups have psychological tools for protection, and that the overall cost of exposure is relatively low, making sensitivity—and therefore vulnerability—lower than suggested.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"End users without association with vulnerable groups have psychological tools to be protected from toxic content."</li> <li>"I maintained that the AI User is only Highly Vulnerable, not Extremely Vulnerable, because as the user, it depends if safe guards, which are outside their control and possibly knowledge, are in place at the developer level. Example, using generative AI, if an AI User wants information on how to commit a crime without detection, the AI User is vulnerable if the AI provides the information but not vulnerable if the AI is trained to not provide harmful or illegal information. Let's use another example of an AI-Enabled Weapons Targeting System, the AI User could in theory be vulnerable to toxic, in this case dangerous, input that doesn't allow the AI User to discern between combatants and civilians. But if this is the case, how would they know as they are just using the system with the assumption it is performing correctly."</li>
</ul>
</details>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AffectedStakeholder">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Respondents emphasized vulnerability because affected stakeholders often lack channels for correction and professional knowledge. Once their ideas or decisions are shaped by false or toxic information, they may suffer direct physical, emotional, or economic damage. Like users, they face exposure without control, context, or filters.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"AI Users and Affected Stakeholders are extremely vulnerable to toxic content due to exposure without control, context, or filters - especially children, marginalized groups, and those already at risk of harm. AI systems can surface, amplify, or normalize violent, self-harming, racist, or misogynistic content, often unintentionally but with real-world consequences."</li> <li>"Affected Stakeholder (extremely vulnerable): Affected Stakeholder often lack channels for correction and professional knowledge. Once their ideas or decisions are shaped by false information, they may suffer direct physical, emotional or economic damage, and are therefore extremely vulnerable."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIGovernanceActor">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
</div>
</div>
<script>
document.addEventListener('DOMContentLoaded', function() {
const pills = document.querySelectorAll('.nav-pill');
const sections = document.querySelectorAll('.entity-section');
pills.forEach(pill => {
pill.addEventListener('click', function() {
pills.forEach(p => p.classList.remove('active'));
sections.forEach(s => s.classList.remove('active'));
this.classList.add('active');
const targetId = this.getAttribute('data-target');
const targetSection = document.getElementById(targetId);
if (targetSection) {
targetSection.classList.add('active');
}
});
});
});
</script>
</body>
</html>