1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· MilaNLP Lab
“#MemoryModay #NLProc 'SocioProbe: What, When, and Where Language Models Learn about Sociodemographics' - Lauscher et al. delve into language models' grasp of sociodemographics. Their findings? Models learn, but don't apply it. aclanthology.org/2022.emnlp-m...”
evidence ↗
1 expert
1 community
1 sources clustered
“#MemoryModay #NLProc 'SocioProbe: What, When, and Where Language Models Learn about Sociodemographics' - Lauscher et al. delve into language models' grasp of sociodemographics. Their findings? Models learn, but don't apply it. aclanthology.org/2022.emnlp-m...”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Arash Lagzian, Srinivas Anumasa, Dianbo Liu MIRAGE: Multi-Perspective Creative Language Model Reasoning with Reinforcement Learning Guidance https://arxiv.org/abs/2609.21554”
evidence ↗
1 expert
1 community
1 sources clustered
“Arash Lagzian, Srinivas Anumasa, Dianbo Liu MIRAGE: Multi-Perspective Creative Language Model Reasoning with Reinforcement Learning Guidance https://arxiv.org/abs/2609.21554”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Hans Andersen, David Dichas Steering LLMs Responses Towards Moral Foundations on the Norwegian MFQ-30 https://arxiv.org/abs/2609.21636”
evidence ↗
1 expert
1 community
1 sources clustered
“Hans Andersen, David Dichas Steering LLMs Responses Towards Moral Foundations on the Norwegian MFQ-30 https://arxiv.org/abs/2609.21636”
Talking about LLMs philosophy paper
3 experts are actively discussing the implications.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Dr Keith Wilson 🏳️🌈
“There’s a great paper by @mpshanahan.bsky.social, Principal Scientist at Google DeepMind and Professor of AI at Imperial College London, on exactly this. But I guess you won’t read that either. *sigh* arxiv.org/abs/2212.03551”
evidence ↗
1 expert
1 community
1 sources clustered
“There’s a great paper by @mpshanahan.bsky.social, Principal Scientist at Google DeepMind and Professor of AI at Imperial College London, on exactly this. But I guess you won’t read that either. *sigh* arxiv.org/abs/2212.03551”
3 experts discussed this · 30 posts
Dr Keith Wilson 🏳️🌈: A reminder that AI bots are indiscriminately trained on reliable and not-so-reliable sources, with no indication whether the output is just mildy inaccurate or completely wrong. At their core, they…
Dr Keith Wilson 🏳️🌈: Or ‘conversation simulators’, as Emily Bender and Nanna Inie call them.
Dr Keith Wilson 🏳️🌈: Even if that were true, two things can be subjectively indistinguishable but different. It’s the distinction between appearance and reality. 🤷♂️
Open the full discussion →
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Vasudevan Nedumpozhimana, Fathima Thekkekara, John Kelleher Analysing the Linearity of Linguistic Relations in Language Model Embedding Spaces https://arxiv.org/abs/2609.21655”
evidence ↗
1 expert
1 community
1 sources clustered
“Vasudevan Nedumpozhimana, Fathima Thekkekara, John Kelleher Analysing the Linearity of Linguistic Relations in Language Model Embedding Spaces https://arxiv.org/abs/2609.21655”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Tim Krabbe, Xiaodan Shi Do Personality-Tuned LLMs Make Better Social Agents? https://arxiv.org/abs/2609.21857”
evidence ↗
1 expert
1 community
1 sources clustered
“Tim Krabbe, Xiaodan Shi Do Personality-Tuned LLMs Make Better Social Agents? https://arxiv.org/abs/2609.21857”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Lorenzo Corti, Jie Yang DiaVLo: Diagnosing Behaviours of Vision-Language Models https://arxiv.org/abs/2609.22008”
evidence ↗
1 expert
1 community
1 sources clustered
“Lorenzo Corti, Jie Yang DiaVLo: Diagnosing Behaviours of Vision-Language Models https://arxiv.org/abs/2609.22008”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Rawan El Ghali, Umm Kulsoom, Anas Madkoor, Dima Faris Alsaudi, Roaa Abdelmagid, Roaa Ibrahim, Raghad Mousa, Hamza Aljaji, Abdullah Khanafer, ... QuranicMMLU: A Cognitively-Aware Benchmark for Evaluating Generative AI Solutions on Quranic Linguistic Knowledg…”
evidence ↗
1 expert
1 community
1 sources clustered
“Rawan El Ghali, Umm Kulsoom, Anas Madkoor, Dima Faris Alsaudi, Roaa Abdelmagid, Roaa Ibrahim, Raghad Mousa, Hamza Aljaji, Abdullah Khanafer, ... QuranicMMLU: A Cognitively-Aware Benchmark for Evaluating Generative AI Solutions on Quranic Linguistic Knowledg…”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Yiming Zhang, Jinghong Zhang, Haoran Zhao, Yiren Ma, Chunlei Zhao An Interpretable Memory Decision Controller for LLM Agents Based on Three-Signal Complementarity: Decoupling Confidence and Consistency https://arxiv.org/abs/2609.22043”
evidence ↗
1 expert
1 community
1 sources clustered
“Yiming Zhang, Jinghong Zhang, Haoran Zhao, Yiren Ma, Chunlei Zhao An Interpretable Memory Decision Controller for LLM Agents Based on Three-Signal Complementarity: Decoupling Confidence and Consistency https://arxiv.org/abs/2609.22043”
LLM extubation failure prediction paper
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Izzy Chaiken, Aditya Khowal, Neha A. Sathe, Mark M. Wurfel, Lucy Lu Wang Enhancing Extubation Failure Prediction with LLM-Derived Features from Respiratory Therapy Clinical Notes https://arxiv.org/abs/2609.17532”
evidence ↗
1 expert
1 community
1 sources clustered
“Izzy Chaiken, Aditya Khowal, Neha A. Sathe, Mark M. Wurfel, Lucy Lu Wang Enhancing Extubation Failure Prediction with LLM-Derived Features from Respiratory Therapy Clinical Notes https://arxiv.org/abs/2609.17532”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Victoria Popa, Guglielmo Cola, Caterina Senette, Maurizio Tesconi Faking Good and Faking Bad in LLMs: Response Distortion Across Dark Triad Personality Traits https://arxiv.org/abs/2609.17534”
evidence ↗
1 expert
1 community
1 sources clustered
“Victoria Popa, Guglielmo Cola, Caterina Senette, Maurizio Tesconi Faking Good and Faking Bad in LLMs: Response Distortion Across Dark Triad Personality Traits https://arxiv.org/abs/2609.17534”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino DANTINOX: A Unified Framework for Multi-Paradigm Language Modeling https://arxiv.org/abs/2609.17535”
evidence ↗
1 expert
1 community
1 sources clustered
“Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino DANTINOX: A Unified Framework for Multi-Paradigm Language Modeling https://arxiv.org/abs/2609.17535”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Divyansh Agarwal Relation Before Entity: Deferred Commitment in Language Model Factual Recall https://arxiv.org/abs/2609.17537”
evidence ↗
1 expert
1 community
1 sources clustered
“Divyansh Agarwal Relation Before Entity: Deferred Commitment in Language Model Factual Recall https://arxiv.org/abs/2609.17537”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Zahra Anvari, Vassilis Athitsos From Pixels to Pairs: A Comprehensive Benchmark of LLM-Based Key-Value Extraction in Noisy Document Settings https://arxiv.org/abs/2609.17538”
evidence ↗
1 expert
1 community
1 sources clustered
“Zahra Anvari, Vassilis Athitsos From Pixels to Pairs: A Comprehensive Benchmark of LLM-Based Key-Value Extraction in Noisy Document Settings https://arxiv.org/abs/2609.17538”
OpenAI math research misconduct allegations
9 experts across 5 network communities independently surfaced this.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· René Walter
“OpenAI's latest math breakthroughs commit research misconduct, experts say archived: archive.ph/JCl4g”
evidence ↗
9 experts
5 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“Also getting really tired of people just uncritically repeating the "AI math breakthrough" thing without referencing the responses from the math community alleging misconduct and outright theft and plagiarism. www.scientificamerican.com/article/open...”
Research & technical analysis
1 expert
Evidence, methods and technical implications.
“OpenAI's latest math breakthroughs commit research misconduct, experts say archived: archive.ph/JCl4g”
Questions & unknowns
1 expert
What remains unresolved or contested.
“OpenAI claimed their products have solved several complex math problems, so what’s the issue? OpenAI just took credit for work done by humans without proper citations. When people in my field do that, they get tenure. Hahaha Red more: www.scientificamerican…”
6 experts discussed this · 48 posts
Timnit Gebru: These men who say factually and technically wrong things with such confidence are so fascinating to me. HE doesn't know what a language model is and thinks that OUR formulation is wrong. Because HE…
Timnit Gebru: Emily Bender is a more patient person than me and has written a Frequently Unasked Questions about this. I have seen a whole bunch of people saying this like its some gotcha talking point they've a…
Timnit Gebru: We even DEFINED what language models are in our paper and gave their history.
Open the full discussion →
4 experts across 3 network communities independently surfaced this.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· René Walter
“The whole terminology is fucked up in this paper The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It arxiv.org/abs/2609.16247 A model generating text learned from humans using language to express pain does not experience pain precisely it…”
evidence ↗
4 experts
3 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It Valen Tagliabue, Leonard Dung, Cameron Berg https://t.co/nYmPBylQ0Q [𝚌𝚜.𝙰𝙸] https://t.co/x4YlUD397V”
Research & technical analysis
1 expert
Evidence, methods and technical implications.
“The whole terminology is fucked up in this paper The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It arxiv.org/abs/2609.16247 A model generating text learned from humans using language to express pain does not experience pain precisely it…”
3 experts discussed this · 11 posts
Grace: The latest “pain axis” research, to me, seems similar to Anthropic’s “functional emotion” research in that it basically falls out of base models being good at writing text that’s coherent at long c…
Grace: I don’t want to downplay it too much, because I’m honestly not sure if I would’ve predicted it beforehand, but in hindsight it looks pretty expected given the pretraining objective. You should expe…
Grace: I also don’t want to draw strong conclusions about the “realness” of these emotions or sensations, other than to caution that it’s an area where it’s easy to jump to conclusions about the implicati…
Open the full discussion →
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Simran Koul Register Bias in Complexity-Based Large Language Model Routing https://arxiv.org/abs/2609.17542”
evidence ↗
1 expert
1 community
1 sources clustered
“Simran Koul Register Bias in Complexity-Based Large Language Model Routing https://arxiv.org/abs/2609.17542”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· arxiv cs.CL
“Jiacheng Xie, Xiaoting Tang, Yang Yu, Jinpu Li, Shouli Li, Congcong Jing, Yantao Yang, Zhiyong Zhao, Ziyang Zhang, Qilin Song, Guanghui An, Dong Xu Large Language Models Versus Physicians in Traditional Chinese Medicine: A Real-World Clinical Case Evaluatio…”
evidence ↗
1 expert
1 community
1 sources clustered
“Jiacheng Xie, Xiaoting Tang, Yang Yu, Jinpu Li, Shouli Li, Congcong Jing, Yantao Yang, Zhiyong Zhao, Ziyang Zhang, Qilin Song, Guanghui An, Dong Xu Large Language Models Versus Physicians in Traditional Chinese Medicine: A Real-World Clinical Case Evaluatio…”
