<div dir="auto"><div dir="auto">Hi All,</div><div dir="auto"><br></div><div dir="auto"><p>Although the HotStorage CFP does not include any specific comments on the use of AI, I believe it would be reasonable to handle this case in accordance with the ACM Publication Policy. Many good suggestions have already been made, so I would like to add my thoughts on the following three points.</p><ol start="1"><li><p><strong>Use of AI detectors</strong></p></li></ol><p>According to the ACM policy, authors are not required to disclose the use of AI tools merely to assist with writing. However, when AI tools are used in conducting the research, their use must be described in the paper.</p><p>Therefore, when a paper does not disclose any such use but there are substantive reasons to suspect that AI was used in conducting the research, further investigation may be necessary. Due to false-positive problems, detector outputs should be followed by manual examination by the PC chairs and/or reviewers. Desk rejection should be considered only when this manual review identifies concrete evidence of an undisclosed or problematic use of AI that substantially affects the research or its conclusions.</p><ol start="2"><li><p><strong>Hallucinated references</strong></p></li></ol><p>If fabricated, nonexistent, or materially inaccurate references play a significant role in supporting the paper’s main claims, I believe desk rejection would be appropriate. Minor citation errors may be handled differently, but references that are essential to the technical argument and cannot be verified raise a clear content-integrity concern.</p><ol start="3"><li><p><strong>Limiting the number of submissions</strong></p></li></ol><p>It is not obvious to me what an appropriate submission limit would be. In some respects, receiving multiple submissions from the same authors may make problematic patterns easier to identify. For example, the chairs and reviewers may be able to compare the submissions and detect substantial similarities in structure, concepts, terminology, technical claims, or flaws. However, similarities among papers could not be treated as proof of AI use. They may instead provide a reason for closer manual examination. If that examination identifies a material violation, desk rejection may then be appropriate.</p><p>In all three cases above, before making a desk-rejection decision, I believe the authors should be given a short period—perhaps a few days—to provide an explanation or supporting evidence.</p><p>In addition, as others mentioned, we should have a more detailed discussion about what scope of AI use should be permitted during the research lifecycle.</p><p><br></p><p>best,</p><p>Joo-young</p></div></div><br><div class="gmail_quote gmail_quote_container"><div dir="ltr" class="gmail_attr">2026년 7월 16일 (목) 오전 5:19, Xiaosong Ma via Hotstorage-sc <<a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu">hotstorage-sc@fsl.cs.sunysb.edu</a>>님이 작성:<br></div><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
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I agree with many of the points raised in the two threads of discussion on the topic. </div>
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While having an “AI-mostly” track sounds interesting, the major challenge perhaps is to decide what makes a paper “AI-mostly”. We perhaps couldn’t rely on the authors’ self-declaration. </div>
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Given the short form of HotStorage papers and focus on presenting preliminary ideas, would it be OK to assume that all papers are to some extent “AI-assisted” and have a round of preliminary (AI-assisted too) review to desk-reject papers that are clearly low-quality? </div>
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Xiaosong</div>
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<div style="line-height:1.3;font-family:"Big Caslon""><span style="font-family:Arial;font-size:12pt"><b>Xiaosong Ma </b></span><span style="font-size:11pt"><br>
</span><span style="font-family:Arial;font-size:11pt">Department Chair and Professor of Computer Science </span><span style="font-size:11pt"><br>
</span><span style="font-family:Arial;font-size:11pt">Computing and Mathematical Sciences Division</span></div>
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<b>From: </b>Hotstorage-sc <<a href="mailto:hotstorage-sc-bounces@fsl.cs.sunysb.edu" target="_blank" rel="noreferrer">hotstorage-sc-bounces@fsl.cs.sunysb.edu</a>> on behalf of Marcos K. Aguilera via Hotstorage-sc <<a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" target="_blank" rel="noreferrer">hotstorage-sc@fsl.cs.sunysb.edu</a>><br>
<b>Date: </b>Wednesday, 15 July 2026 at 11:32 PM<br>
<b>To: </b>André Brinkmann <<a href="mailto:andre.brinkmann@uni-saarland.de" target="_blank" rel="noreferrer">andre.brinkmann@uni-saarland.de</a>><br>
<b>Cc: </b><a href="mailto:hotstorage-sc@hotstorage.org" target="_blank" rel="noreferrer">hotstorage-sc@hotstorage.org</a> <<a href="mailto:hotstorage-sc@hotstorage.org" target="_blank" rel="noreferrer">hotstorage-sc@hotstorage.org</a>><br>
<b>Subject: </b>Re: [Hotstorage-sc] [EXTERN] Input regarding AI generated submissions to HS '26<br>
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I believe AI-mostly-generated papers have a role (e.g., OpenAI recently solved an Erdos conjecture) but they need to be treated separately, and we need to get authors to cooperate. Here's a perhaps crazy proposal. Conferences should create an AI-mostly track,
limit the number of acceptances of such papers (say, 20% of all accepted papers), ask authors to mark their papers as AI mostly, use AI to assist in the review of such papers, and ensure the proceedings show the paper as mostly AI (e.g., must add "(AI paper)"
to the title).</div>
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<div class="gmail_attr" style="direction:ltr">On Wed, Jul 15, 2026 at 11:41 AM André Brinkmann via Hotstorage-sc <<a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" target="_blank" rel="noreferrer">hotstorage-sc@fsl.cs.sunysb.edu</a>>
wrote:</div>
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<div class="gmail_quote">Hi Vasily,</div>
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<div class="gmail_quote">regarding your point 2), you raise a very important point, and I think we have all asked ourselves this question. After reviewing far too many AI-generated papers this year, my own answer is no. I do not believe such papers benefit
a conference, because in many cases they have been written without being properly thought through. The main value of a conference, discussing with the authors and gaining insights beyond what the paper offers, is then most likely lost.</div>
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<div class="gmail_quote">The difficulty, of course, is that distinguishing AI-generated content from genuine research has become nearly impossible. So I cannot offer a real answer. What I can say is that when one set of authors submits ten papers including
similar techniques, I am rather pessimistic that they are really interested in research, and I doubt I would get much out of a discussion with them.</div>
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<div class="gmail_quote">I look forward to discussing this with many of you in Prague, and I hope you have more optimistic answers than I do.</div>
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<div class="gmail_quote">Best regards,</div>
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<div class="gmail_quote">André</div>
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<div class="gmail_quote">On 15. Jul 2026, at 18:53, Vasily Tarasov <<a href="mailto:vtarasov@us.ibm.com" target="_blank" rel="noreferrer">vtarasov@us.ibm.com</a>> wrote:</div>
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Lots of reasonable suggestions in the replies.</div>
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<span style="font-size:12pt" role="presentation">Do the 10 papers have evaluation section? Do the reviewers/chairs think that the evaluation sections – i.e., experimental results – were synthesized w/ AI (no actual experiments were run)?</span></li></ol>
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<span style="font-size:12pt" role="presentation">One important question, IMHO, is how we view the following case. A paper was *largely* generated with AI (far beyond polishing the text or writing some sub sections). The system prototype was actually built
(w/ AI or not) and experiments were run for evaluation (AI took those results in and generated eval section). The authors did the due diligence reviewing and revising the paper before submission. The paper turned out to satisfy all requirements of a solid
HotStorage paper (novel, clear, topic appropriate, evaluation shows strong impact, etc.). Are we fine with accepting such paper?<br>
I think the answer is yes. (Don’t know if we want to add AI as co-author – that’s what many code commits have nowadays
</span><span style="font-family:"Segoe UI Emoji",sans-serif;font-size:12pt" role="presentation">😉</span><span style="font-size:12pt" role="presentation">)</span></li></ol>
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Best,</div>
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<b>Vasily Tarasov</b></div>
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Manager, Principal Research Scientist</div>
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<a href="mailto:vtarasov@us.ibm.com" style="color:rgb(70,120,134)" target="_blank" rel="noreferrer"><u>vtarasov@us.ibm.com</u></a></div>
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<b>IBM Data Platform / GPU</b></div>
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<b>From:</b> Hotstorage-sc <<span style="color:blue"><a href="mailto:hotstorage-sc-bounces@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc-bounces@fsl.cs.sunysb.edu</u></a></span>>
<b>On Behalf Of </b>Sudarsun Kannan via Hotstorage-sc<br>
<b>Sent:</b> Wednesday, July 15, 2026 8:06 AM<br>
<b>To:</b> Gala Yadgar <<span style="color:blue"><a href="mailto:gala@cs.technion.ac.il" style="color:blue" target="_blank" rel="noreferrer"><u>gala@cs.technion.ac.il</u></a></span>>; Ali Anwar <<span style="color:blue"><a href="mailto:aanwar@umn.edu" style="color:blue" target="_blank" rel="noreferrer"><u>aanwar@umn.edu</u></a></span>><br>
<b>Cc:</b> Andre Brinkmann <<span style="color:blue"><a href="mailto:andre.brinkmann@uni-saarland.de" style="color:blue" target="_blank" rel="noreferrer"><u>andre.brinkmann@uni-saarland.de</u></a></span>>;
<span style="color:blue"><a href="mailto:hotstorage-sc@hotstorage.org" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@hotstorage.org</u></a></span><br>
<b>Subject:</b> [EXTERNAL] Re: [Hotstorage-sc] Input regarding AI generated submissions to HS '26</div>
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Hi all, I agree on previous comments and having some bounds on the number of papers per author, and maybe this could be mentioned in the future CFPs. Besides higher-level policies, some thoughts: Given that there is no clear consensus across</div>
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Hi all,</div>
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I agree on previous comments and having some bounds on the number of papers per author, and maybe this could be mentioned in the future CFPs. Besides higher-level policies, some thoughts:</div>
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Given that there is no clear consensus across most of the conferences on what form of AI use is acceptable or not, we could come up with more precise description (and examples) for HS paper during one of the SC meetings.</div>
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Regarding deciding on the 10 papers, unless all the 10 papers are solving the same problem or proposing similar design, a few questions we could ask are whether each of the submissions (1) advances storage research and systems research in general, (2) solves
or proposes to solve a challenging and an important problem, and (3) helps realize the goals of the "hot" storage workshop and only accept papers that meet the bar. </div>
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<div style="margin:0in;font-family:Calibri,sans-serif;font-size:12pt">Best,</div>
<div style="margin:0in;font-family:Calibri,sans-serif;font-size:12pt">Suda (Sudarsun)</div>
<div style="margin:0in;font-family:Calibri,sans-serif;font-size:12pt">Associate Professor</div>
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<div style="margin:0in;font-family:Calibri,sans-serif;font-size:11pt"><b>From:</b> Hotstorage-sc <<span style="color:blue"><a href="mailto:hotstorage-sc-bounces@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc-bounces@fsl.cs.sunysb.edu</u></a></span>>
on behalf of Ali Anwar via Hotstorage-sc <<span style="color:blue"><a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@fsl.cs.sunysb.edu</u></a></span>><br>
<b>Sent:</b> Wednesday, July 15, 2026 10:20 AM<br>
<b>To:</b> Gala Yadgar <<span style="color:blue"><a href="mailto:gala@cs.technion.ac.il" style="color:blue" target="_blank" rel="noreferrer"><u>gala@cs.technion.ac.il</u></a></span>><br>
<b>Cc:</b> Andre Brinkmann <<span style="color:blue"><a href="mailto:andre.brinkmann@uni-saarland.de" style="color:blue" target="_blank" rel="noreferrer"><u>andre.brinkmann@uni-saarland.de</u></a></span>>;
<span style="color:blue"><a href="mailto:hotstorage-sc@hotstorage.org" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@hotstorage.org</u></a></span> <<span style="color:blue"><a href="mailto:hotstorage-sc@hotstorage.org" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@hotstorage.org</u></a></span>><br>
<b>Subject:</b> Re: [Hotstorage-sc] Input regarding AI generated submissions to HS '26</div>
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<p class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none">
<span style="font-family:Helvetica;font-size:12pt">I agree that if the submissions are substantially similar in content, we should reject all of them, whether on the basis of self-plagiarism or another appropriate policy ground.</span></p>
<p class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none">
<span style="font-family:Helvetica;font-size:12pt">However, if the submissions are meaningfully different, then the approach Erez suggested earlier makes more sense. Even in that case, I support limiting the number of submissions per author. OSDI has also
introduced a submission limit this year. Such a rule would discourage authors from attempting this type of exploit in the future.</span></p>
<p class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none">
<span style="font-family:Helvetica;font-size:12pt">Reviewing workloads have increased significantly, and we should not ask reviewers to evaluate multiple AI-generated papers that differ only in minor ways. More importantly, we should develop a systematic
method for identifying related cohorts of submissions, either with support from the submission platform or through another tool. This would allow us to apply the same policy consistently and fairly to everyone.</span></p>
<p class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none">
<span style="font-family:Helvetica;font-size:12pt">Regards,<br>
-Ali</span></p>
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On Wed, Jul 15, 2026 at 7:03<span style="font-family:Arial,sans-serif"> </span>AM Gala Yadgar via Hotstorage-sc <<span style="color:blue"><a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@fsl.cs.sunysb.edu</u></a></span>>
wrote:</div>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:11pt">
I share Anrdé's sentiment. </div>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:11pt">
Submitting the same (or very similar) work as 10 different papers (or even two, for that matter) is abusing the system. AI makes it easier but is not necessarily the major problem in this case. I hope the PC can find an assertive way to send the message that
this is unacceptable. </div>
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If the scenario is as extreme as I understand it, then I think that accepting even one of those papers is problematic, because it would mean that the trick worked and that there was no penalty for the abuse.</div>
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Best,</div>
<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:11pt">
Gala</div>
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<b>From:</b> =?utf-8?q?Brinkmann=2C_Prof=2E_Dr=2E_Andr=C3=A9_via_Hotstorage-sc?= <<span style="color:blue"><a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@fsl.cs.sunysb.edu</u></a></span>><br>
<b>Sent:</b> Wednesday, July 15, 2026 13:35<br>
<b>To:</b> Angela Demke Brown <<span style="color:blue"><a href="mailto:demke@cs.toronto.edu" style="color:blue" target="_blank" rel="noreferrer"><u>demke@cs.toronto.edu</u></a></span>><br>
<b>Cc:</b> Andre Brinkmann <<span style="color:blue"><a href="mailto:andre.brinkmann@uni-saarland.de" style="color:blue" target="_blank" rel="noreferrer"><u>andre.brinkmann@uni-saarland.de</u></a></span>>;
<span style="color:blue"><a href="mailto:hotstorage-sc@hotstorage.org" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@hotstorage.org</u></a></span><br>
<b>Subject:</b> Re: [Hotstorage-sc] Input regarding AI generated submissions to HS '26</div>
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<span style="letter-spacing:revert;color:rgb(33,33,33)">Sie erhalten nicht häufig E-Mails von
</span><span style="letter-spacing:revert;color:blue"><a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@fsl.cs.sunysb.edu</u></a></span><span style="letter-spacing:revert;color:rgb(33,33,33)">.
</span><span style="letter-spacing:revert;color:blue"><a href="https://cas5-0-urlprotect.trendmicro.com:443/wis/clicktime/v1/query?url=https%3a%2f%2furldefense.proofpoint.com%2fv2%2furl%3fu%3dhttps%2d3A%5f%5faka.ms%5fLearnAboutSenderIdentification%26d%3dDwMGaQ%26c%3dBSDicqBQBDjDI9RkVyTcHQ%26r%3d9ACgIpHPMvCLl2qNt6CDPIeSyoMUMdgz6SufhRu4R5Q%26m%3dAHwDRsTwKDFwAObY6Uqg2wkG6I0leKz%5f3bZz%5fWvOFVapMZ6M47UsrfQFbszh7r9Z%26s%3d6mcR0iqoiPSb7tHog7ji7%5f80GIX%5fzeWGDtMVN%2dgKQIU%26e%3d&umid=11d28bbb-0dec-4015-b657-6fd5086794f4&rct=1784143954&auth=2558bcdb84e02b0c27cd7aa4822a24989cb4e596-a23cae65449079fe13c5f0a8a06cf0e84f00c1b8" style="color:blue" target="_blank" rel="noreferrer"><u>Erfahren
Sie, warum dies wichtig ist</u></a></span></div>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
Dear All, </div>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
Reviewing is not much fun at the moment, and I assume that nearly any submitted paper uses some kind of AI support ... The difference here, from my perspective, is that the authors have submitted so many papers with similar techniques. They are therefore speculating
that, statistically, some of these papers will be accepted, which is an unfair advantage compared to other authors. I would therefore desk reject for "self-plagiarism".</div>
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Best regards,</div>
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</div>
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André</div>
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</p>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
On 15. Jul 2026, at 03:43, Angela Demke Brown via Hotstorage-sc <<span style="color:blue"><a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@fsl.cs.sunysb.edu</u></a></span>>
wrote:</div>
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</div>
<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
We ran into something similar with SOSP. In our case it was 9 papers from one company/pair of authors and 6 papers from another company and pair of authors, which on investigation appeared to be the same authors using different first names.</div>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
Given the lack of policy in the CFP on generative AI use, and the ACM authorship policies, we felt we couldn't do anything other than (a) ask the authors to explain their use of AI and (b) let the papers be rejected on the basis of their quality. The authors
in our case claimed AI use only to polish their writing, which is generally allowed.</div>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
I have no solutions to offer to HotStorage, unfortunately. </div>
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All the best, </div>
<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
Angela </div>
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</div>
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On Tue, Jul 14, 2026, 7:50<span style="font-family:Arial,sans-serif"> </span>p.m. Ashvin Goel via Hotstorage-sc <<span style="color:blue"><a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>hotstorage-sc@fsl.cs.sunysb.edu</u></a></span>>
wrote:</div>
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<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
The 10 papers were submitted by the same set of authors. </div>
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</div>
<div class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in;font-family:Aptos,sans-serif;font-size:12pt">
Ashvin</div>
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</div>
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On Tue, Jul 14, 2026 at 8:28<span style="font-family:Arial,sans-serif"> </span>PM Erez Zadok <<span style="color:blue"><a href="mailto:ezk@fsl.cs.sunysb.edu" style="color:blue" target="_blank" rel="noreferrer"><u>ezk@fsl.cs.sunysb.edu</u></a></span>>
wrote:</div>
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<p class="gmail_quote" style="text-align:left;text-indent:0px;text-transform:none;margin:0in 0in 12pt;font-family:Aptos,sans-serif;font-size:12pt">
That is a hotly debated topic nowadays among ACM EiCs and multiple conferences. We just had heated debates about this on the ACM ATC SC too. Different people are trying different things to varying degrees of success, from requiring disclosure by authors,
to automated tools, etc. No perfect solutions. ACM seems to have given up on getting an AI-detection tools but are looking into cite-checking tools.<br>
<br>
ACM recently loosened their AI policy: they no longer prohibit it outright but ask authors to disclose AI use if wanted, then ask the reviewers to decide what, if, and how much AI use is ok or not ok. IOW, ACM now shifted the burden onto reviewers. Some are
ok with this change, others less so.<br>
<br>
One problem with any AI detectors is that actual text can easily be flagged as AI-generated even if the authors use AI to spell check, polish the text, or ask AI to shrink the text size: these are considered valid uses of AI that shouldn’t result in rejection.<br>
<br>
That said, the easiest way to catch bad AI use is via citation checks. At TOS, we now validate each citation of a submission before sending it off to be reviewed. Even with search tools, that’s more work but we have no choice: recently we caught several papers
with bad/hallucinated cites deep into the reviewing process (thus wasting reviewers’ precious time). Any paper with obviously bad/hallucinated cites gets desk-rejected, but we also email the authors to see if they can explain themselves first.<br>
<br>
So my suggestions are:<br>
<br>
1. Papers with obviously large portions of AI text should be rejected with minimal reviews. If authors didn’t spend any significant effort to develop the paper, then our reviewers shouldn’t waste their time either. “You get what you paid for” principle.<br>
<br>
2. Papers with too many hallucinated cites should be rejected right away without review. 1-2 cites max may be considered a silly mistake that students sometimes make (I’d ask the authors), but any more should be rejected.<br>
<br>
3. I don’t think we should limit the number of submissions per author. While rare, it’s possible to see 2-3 papers submitted by a subset of the same authors. Now, when you say “a set of authors had submitted 10 papers,” *how many* are in the set?! Is it
the same exact authors who submitted 10 separate papers?<br>
<br>
Thanks,<br>
Erez.<br>
<br>
> On Jul 14, 2026, at 2:18<span style="font-family:Arial,sans-serif"> </span>PM, Ashvin Goel via Hotstorage-sc <<span style="color:blue"><a href="mailto:hotstorage-sc@fsl.cs.sunysb.edu" style="color:blue;margin-top:0px;margin-bottom:0px" target="_blank" rel="noreferrer"><u>hotstorage-sc@fsl.cs.sunysb.edu</u></a></span>>
wrote:<br>
> <br>
> Hi all,<br>
> <br>
> The HS '26 PC chairs (Young-ri and Bryan) are asking for input from us regarding a set of paper submissions that have likely been AI generated. Two reviewers expressed concerns to the chairs. They found several papers with similar concepts applied to different
areas, following a similar structure, language (including hard to understand or strange words) and flaws. The chairs found that a set of authors had submitted 10 papers (13% of the 79 submissions). The reviewers are currently leaning negative on several of
these papers, pointing out that the papers are difficult to understand, describe concepts vaguely, and use unfamiliar language. The positive-leaning papers will be discussed at the PC meeting.<br>
> <br>
> The chairs are looking for input about the best course of action to handle this case of suspected AI-generated papers. On the one hand, ACM allows the use of undisclosed AI. Thus, rejections should be grounded on the paper's technical contribution and novelty,
rather than AI use, which is hard to detect accurately using current AI detection tools. On the other hand, such AI-generated papers will overwhelm reviewers in the future.<br>
> <br>
> Let me know if you have any specific suggestions regarding handling the current case with the 10 submissions. More broadly, we should discuss if HS should put in place any policies for AI generated papers. Here are some examples I have seen:<br>
> <br>
> 1. Using multiple detectors and letting reviewers know so they can decide<br>
> 2. Desk rejecting papers with hallucinated references<br>
> 3. Limiting number of submissions by authors<br>
> <br>
> Thanks<br>
> Ashvin<br>
> -- <br>
> Hotstorage-sc mailing list<br>
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