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@frueheneuzeit<p>Are there any data on inter-annotator agreement for all the treebanks and other linguistic data used to train <a href="https://fedihum.org/tags/nlp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nlp</span></a> models? <a href="https://fedihum.org/tags/linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>linguistics</span></a></p>
Agustin V. Startari<p>🧾 New paper out:<br>When Grammar Fails the Audit: How One Bad Sentence Can Cost Your Company Millions</p><p>🔍 Solution: fair-syntax transformation → reduces errors by 15%.</p><p>📄 Read: <a href="https://zenodo.org/records/16322760" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">zenodo.org/records/16322760</span><span class="invisible"></span></a><br>✍️ Agustin V. Startari<br><a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://mastodon.social/tags/MedicalNLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MedicalNLP</span></a> <a href="https://mastodon.social/tags/LegalTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LegalTech</span></a> <a href="https://mastodon.social/tags/MedTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MedTech</span></a> <a href="https://mastodon.social/tags/AIethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIethics</span></a> <a href="https://mastodon.social/tags/AIgovernance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIgovernance</span></a> <a href="https://mastodon.social/tags/cryptoreg" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cryptoreg</span></a> <a href="https://mastodon.social/tags/healthcare" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>healthcare</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://mastodon.social/tags/aifutures" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>aifutures</span></a> <a href="https://mastodon.social/tags/LawFedi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LawFedi</span></a> <a href="https://mastodon.social/tags/lawstodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lawstodon</span></a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://mastodon.social/tags/finance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>finance</span></a> <a href="https://mastodon.social/tags/business" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>business</span></a> <a href="https://mastodon.social/tags/agustinvstartari" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>agustinvstartari</span></a> <a href="https://mastodon.social/tags/medical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medical</span></a> <a href="https://mastodon.social/tags/linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>linguistics</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/LRM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LRM</span></a> <a href="https://mastodon.social/tags/ClinicalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClinicalAI</span></a> <a href="https://mastodon.social/tags/politics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>politics</span></a> <a href="https://mastodon.social/tags/regulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>regulation</span></a></p>
Agustin V. Startari<p>🚨 New paper: Whitepaper Syntactics: Persuasive Grammar in AI-Generated Crypto Offerings</p><p>Full text:<br>🔗 SSRN: <a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5356876" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">papers.ssrn.com/sol3/papers.cf</span><span class="invisible">m?abstract_id=5356876</span></a><br>🔗 Zenodo: <a href="https://zenodo.org/records/16044858" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">zenodo.org/records/16044858</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://mastodon.social/tags/MedicalNLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MedicalNLP</span></a> <a href="https://mastodon.social/tags/LegalTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LegalTech</span></a> <a href="https://mastodon.social/tags/MedTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MedTech</span></a> <a href="https://mastodon.social/tags/AIethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIethics</span></a> <a href="https://mastodon.social/tags/AIgovernance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIgovernance</span></a> <a href="https://mastodon.social/tags/cryptoreg" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cryptoreg</span></a> <a href="https://mastodon.social/tags/healthcare" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>healthcare</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://mastodon.social/tags/aifutures" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>aifutures</span></a> <a href="https://mastodon.social/tags/LawFedi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LawFedi</span></a> <a href="https://mastodon.social/tags/lawstodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lawstodon</span></a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://mastodon.social/tags/finance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>finance</span></a> <a href="https://mastodon.social/tags/business" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>business</span></a> <a href="https://mastodon.social/tags/agustinvstartari" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>agustinvstartari</span></a> <a href="https://mastodon.social/tags/agustinvstartari" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>agustinvstartari</span></a> <a href="https://mastodon.social/tags/medical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medical</span></a> <a href="https://mastodon.social/tags/linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>linguistics</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/LRM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LRM</span></a> <a href="https://mastodon.social/tags/ClinicalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClinicalAI</span></a> <a href="https://mastodon.social/tags/politics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>politics</span></a> <a href="https://mastodon.social/tags/regulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>regulation</span></a> <a href="https://mastodon.social/tags/HealthAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthAI</span></a></p>
Joana Grah<p>Das ist großartig gemacht und sollte sich eigentlich jede*r mal anschauen um die Funktionalität von LLMs besser zu verstehen und dem KI-Hype &amp; gefährlicher Anthropomorphisierung nicht zu verfallen. 🧡</p><p><a href="https://youtu.be/_80pKGuyKWc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/_80pKGuyKWc</span><span class="invisible"></span></a></p><p><a href="https://det.social/tags/KI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KI</span></a> <a href="https://det.social/tags/K%C3%BCnstlicheIntelligenz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KünstlicheIntelligenz</span></a> <a href="https://det.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://det.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://det.social/tags/DieMaus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DieMaus</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Why AI is moving from chatbots to the browser« <a href="https://www.theverge.com/command-line-newsletter/710313/ai-moves-chatbots-to-web-browser-chatgpt-agent-perplexity-comet" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/command-line-news</span><span class="invisible">letter/710313/ai-moves-chatbots-to-web-browser-chatgpt-agent-perplexity-comet</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
Arthur Amalvy<p>Just read BOOKCOREF: Coreference Resolution at Book Scale (<a href="http://www.diag.uniroma1.it/navigli/pubs/ACL_2025_Martinellietal.pdf" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://www.</span><span class="ellipsis">diag.uniroma1.it/navigli/pubs/</span><span class="invisible">ACL_2025_Martinellietal.pdf</span></a>), accepted at ACL 2025. Coreference at book scale is very challenging, and the paper makes good progress. Their new book scale dataset, while of mixed quality (a silver and a gold subset), seems able to improve the performance of existing coref models. Very cool work! <a href="https://fosstodon.org/tags/nlp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nlp</span></a></p>
Agustin V. Startari<p>🚨 New article: Protocol Without Prognosis</p><p>We introduce HCC &amp; RLI—two novel indicators of hedging collapse and responsibility leakage in diagnostic AI.</p><p>📘🔗 <a href="https://papers.ssrn.com/abstract=5348251" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">papers.ssrn.com/abstract=53482</span><span class="invisible">51</span></a><br>🔗 <a href="https://zenodo.org/records/15864937" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">zenodo.org/records/15864937</span><span class="invisible"></span></a><br>🔗 <a href="https://www.agustinvstartari.com/article-protocolwithoutprognosis" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">agustinvstartari.com/article-p</span><span class="invisible">rotocolwithoutprognosis</span></a></p><p><a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://mastodon.social/tags/ClinicalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClinicalAI</span></a> <a href="https://mastodon.social/tags/MedicalNLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MedicalNLP</span></a> <a href="https://mastodon.social/tags/AIethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIethics</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/Linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Linguistics</span></a> <a href="https://mastodon.social/tags/medical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medical</span></a> <a href="https://mastodon.social/tags/health" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>health</span></a> <a href="https://mastodon.social/tags/healthcare" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>healthcare</span></a> <a href="https://mastodon.social/tags/legal" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>legal</span></a> <a href="https://mastodon.social/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>technology</span></a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/LRM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LRM</span></a> <a href="https://mastodon.social/tags/finance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>finance</span></a> <a href="https://mastodon.social/tags/business" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>business</span></a> <br><a href="https://mastodon.social/tags/agustinvstartari" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>agustinvstartari</span></a> <a href="https://mastodon.social/tags/AIgovernance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIgovernance</span></a> <a href="https://mastodon.social/tags/LawFedi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LawFedi</span></a> <a href="https://mastodon.social/tags/lawstodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lawstodon</span></a> <a href="https://mastodon.social/tags/politics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>politics</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Can AI really code? Study maps the roadblocks to autonomous software engineering« <a href="https://news.mit.edu/2025/can-ai-really-code-study-maps-roadblocks-to-autonomous-software-engineering-0716" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">news.mit.edu/2025/can-ai-reall</span><span class="invisible">y-code-study-maps-roadblocks-to-autonomous-software-engineering-0716</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Mistral releases Voxtral, its first open source AI audio model« <a href="https://techcrunch.com/2025/07/15/mistral-releases-voxtral-its-first-open-source-ai-audio-model/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/07/15/mist</span><span class="invisible">ral-releases-voxtral-its-first-open-source-ai-audio-model/</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
HabileData<p>Data Annotation vs Data Labelling- Find the right for you</p><p>Key takeaways:</p><p>• Understand the core difference between annotation and labeling<br>• Explore use cases across NLP, computer vision &amp; more<br>• Learn how each process impacts model training and accuracy</p><p>Read now to make smarter data decisions: </p><p><a href="https://www.hitechbpo.com/blog/data-annotation-vs-data-labeling.php?utm_medium=referral&amp;utm_campaign=group-sharing" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">hitechbpo.com/blog/data-annota</span><span class="invisible">tion-vs-data-labeling.php?utm_medium=referral&amp;utm_campaign=group-sharing</span></a></p><p><a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/Annotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Annotation</span></a> <a href="https://mastodon.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mastodon.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputerVision</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»A robot stole my internship: How Gen Z’s entry into the workplace is being affected by AI« <a href="https://theconversation.com/a-robot-stole-my-internship-how-gen-zs-entry-into-the-workplace-is-being-affected-by-ai-260381" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">theconversation.com/a-robot-st</span><span class="invisible">ole-my-internship-how-gen-zs-entry-into-the-workplace-is-being-affected-by-ai-260381</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
Benjamin Han<p><span class="h-card" translate="no"><a href="https://sigmoid.social/@vojtechcahlik" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>vojtechcahlik</span></a></span> We also explored grounding generation with reasoning in our “think while you write” paper: <a href="https://arxiv.org/abs/2311.09467" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2311.09467</span><span class="invisible"></span></a></p><p><a href="https://sigmoid.social/tags/genAi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genAi</span></a> <a href="https://sigmoid.social/tags/nlp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nlp</span></a> <a href="https://sigmoid.social/tags/nlproc" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nlproc</span></a> <a href="https://sigmoid.social/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>llm</span></a> <a href="https://sigmoid.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>reasoning</span></a></p>
Vojtech Cahlik<p>The paper, code, and data are available here:<br><a href="https://cahlik.net/reasoning-grounded-explanations-paper/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">cahlik.net/reasoning-grounded-</span><span class="invisible">explanations-paper/</span></a></p><p><a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/genAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genAI</span></a> <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://sigmoid.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://sigmoid.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExplainableAI</span></a> <a href="https://sigmoid.social/tags/AIsafety" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIsafety</span></a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://sigmoid.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a></p>
Vojtech Cahlik<p>Our PoC experiments show that this approach leads to logical alignment between answers and explanations, while improving their overall quality.</p><p><a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/genAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genAI</span></a> <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://sigmoid.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://sigmoid.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExplainableAI</span></a> <a href="https://sigmoid.social/tags/AIsafety" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIsafety</span></a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://sigmoid.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a></p>
Vojtech Cahlik<p>The core idea is that answers and explanations only extract information from the output of a reasoning process, which does not need to be human-readable. To improve faithfulness, explanations do not depend on answers, and vice versa.</p><p><a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/genAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genAI</span></a> <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://sigmoid.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://sigmoid.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExplainableAI</span></a> <a href="https://sigmoid.social/tags/AIsafety" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIsafety</span></a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://sigmoid.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a></p>
Vojtech Cahlik<p>I'm happy to speculate that our general technique for grounding explanations in LLM reasoning, presented at last week's XAI 2025 conference, could pave the way for finally cracking natural language explanations.<br><a href="https://arxiv.org/abs/2503.11248" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2503.11248</span><span class="invisible"></span></a></p><p><a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/genAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genAI</span></a> <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://sigmoid.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://sigmoid.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExplainableAI</span></a> <a href="https://sigmoid.social/tags/AIsafety" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIsafety</span></a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://sigmoid.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p><a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/chatbots" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>chatbots</span></a>, designed to be agreeable and validating, may rob <a href="https://defcon.social/tags/children" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>children</span></a> of crucial lessons in human interaction. While AI can be useful for <a href="https://defcon.social/tags/education" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>education</span></a> and <a href="https://defcon.social/tags/creativity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>creativity</span></a>, AI companions lack the friction and emotional labour of real relationships, hindering <a href="https://defcon.social/tags/social" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>social</span></a> and <a href="https://defcon.social/tags/emotional" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>emotional</span></a> <a href="https://defcon.social/tags/development" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>development</span></a>. <a href="https://www.theatlantic.com/family/archive/2025/07/ai-companion-children-frictionless-friendship/683493/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theatlantic.com/family/archive</span><span class="invisible">/2025/07/ai-companion-children-frictionless-friendship/683493/</span></a> <a href="https://www.theatlantic.com/family/archive/2025/07/ai-companion-children-frictionless-friendship/683493/?AIagents.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theatlantic.com/family/archive</span><span class="invisible">/2025/07/ai-companion-children-frictionless-friendship/683493/?AIagents.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p><a href="https://defcon.social/tags/SpaceX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SpaceX</span></a> will <a href="https://defcon.social/tags/invest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>invest</span></a> $2 billion in <a href="https://defcon.social/tags/ElonMusk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ElonMusk</span></a>’s <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> company <a href="https://defcon.social/tags/xAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xAI</span></a>, nearly half of its recent equity raise. This investment is part of Musk’s strategy to leverage his business empire to support xAI’s growth and catch up with OpenAI. Or is it just another <a href="https://defcon.social/tags/bailout" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bailout</span></a> by SpaceX after xAI already had to help XTwitter? <a href="https://www.wsj.com/tech/spacex-to-invest-2-billion-into-elon-musks-xai-413934de?AIagents.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">wsj.com/tech/spacex-to-invest-</span><span class="invisible">2-billion-into-elon-musks-xai-413934de?AIagents.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»A Republican state attorney general is formally investigating why AI chatbots don’t like Donald Trump« <a href="https://www.theverge.com/news/704851/missouri-ag-andrew-bailey-investigation-ai-chatbots-trump-ranking" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/news/704851/misso</span><span class="invisible">uri-ag-andrew-bailey-investigation-ai-chatbots-trump-ranking</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
FIZ Karlsruhe<p>At <a href="https://wisskomm.social/tags/ESWC2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESWC2025</span></a>, the 3rd <a href="https://wisskomm.social/tags/SemTech4STLD25" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SemTech4STLD25</span></a> workshop tackled how <a href="https://wisskomm.social/tags/SemanticWeb" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SemanticWeb</span></a>, <a href="https://wisskomm.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> &amp; <a href="https://wisskomm.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> can make complex scientific, technical &amp; legal data more usable.</p><p>FIZ Karlsruhe played a key role — with strong contributions to the orga &amp; review process.<br>Keynote by @pgroth on evaluating generative AI in scientific domains sparked great discussion.</p><p>📚 Proceedings: <a href="https://ceur-ws.org/Vol-3979/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">ceur-ws.org/Vol-3979/</span><span class="invisible"></span></a></p><p><a href="https://wisskomm.social/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://wisskomm.social/tags/KnowledgeGraph" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KnowledgeGraph</span></a> <a href="https://wisskomm.social/tags/LegalTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LegalTech</span></a> <a href="https://wisskomm.social/tags/DigitalScholarship" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalScholarship</span></a> <a href="https://wisskomm.social/tags/FIZKarlsruhe" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FIZKarlsruhe</span></a></p>