#NeurIPS by Merlijn Krale, Eline Bovy, Maris Galesloot, Thiago Simão, and Nils Jansen: On Evaluating Policies for Robust Partially Observable Markov Decision Processes #POMDPs

repository.ubn.ru.nl/bitstream/handle/2066/32...

4/4 Integrating into Ember paper (NeurIPS NeuroAI target). LIF = structural diagnostic, not universal improver. Width reveals whether threshold diversity is needed. Full code: github.com/tsubasa-rsrch/ember #Ember #LIF #NeurIPS

ADD uses diffusion + regret guidance to close the RL generalization gap.

An Environment Critic + CVaR makes the signal differentiable.

Result: 85% solved in Minigrid (+18% over SOTA).

ARC is ongoing — join us next time.

#MachineLearning #ReinforcementLearning #NeurIPS #ASU

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Confident answers aren't always correct answers.....
Enterprise Voice AI needs:

Grounded responses
Intent guardrails
Safe fallbacks
Action validation
Constant monitoring

Follow @kogents.ai. Repost if this hits.
kogents.ai

#VoiceAI #AIGovernance #EnterpriseAI #NeurIPS #CVPR

Carnegie Mellon At NeurIPS 2025: 156 Papers Dominate AI Carnegie Mellon University dominated NeurIPS 2025 with 156 papers on efficient AI, world models, and agentic systems. Explore CMU's breakthroughs, key trends, and future implications from the world's top AI conference.

Carnegie Mellon At NeurIPS 2025: 156 Papers Dominate AI Imagine a single university flooding the world’s premier AI conference with 156 accepted papers—that’s Carnegie.... @cosmicmeta.ai #NeurIPS

https://u2m.io/Qpovo9bt

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Call centers bleed $149K/year before the first call.

40% L1 automation = $840K/year saved.

CRM integration. Compliance logging. Real-time escalation.
Production-ready infrastructure.

#KogentsAI #VoiceAI #EnterpriseAI #CallCenterAI #NeurIPS #CES

NeurIPS Tutorial New Frontiers of Hyperparameter Optimization: Recent advances and open challenges in theory and practice Machine learning algorithms operate on data, and for any task the most effective method depends on the data at hand. Hyperparameter optimization and algorithm selection are therefore crucial to…

The video of the NeurIPS tutorial by TTIC postdoc Dravy Sharma, co-led with Nina Balcan (CMU) and Colin White (Meta), is now available! Watch here: buff.ly/Suqc0eg #NeurIPS #MLTheory

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AI agents break during launch. We fix that.

Reverify integrations ✅
Rate-limit calls ✅
Test errors with real files ✅
Validate leads before send ✅

Infrastructure > hype.

kogents.ai

#KogentsAI #AIvoice #AISummit #NeurIPS #startups

Fake AI Citations Made It Into Top Research Papers

#AI #Research #NeurIPS #Science

I guess I’ll have to adjust my scientific writing classes when it comes to the research ethics part. Something like “fabricating references is gross misconduct, but you might get away with it if the conference is big enough”
#compsky #academicchatter #neurips

AI's unintended consequence: Fabricated citations found in NeurIPS papers. A reminder of the need for human oversight in AI-generated content. #AI #NeurIPS #AcademicIntegrity Link: thedailytechfeed.com/ai-generated...

Irony alert: Hallucinated citations found in papers from NeurIPS, the prestigious AI conference | TechCrunch Research from startup GPTZero points to the impossible problem prestigious conferences face in the age of AI slop.

This is pretty funny.... Hallucinated citations found in papers from NeurIPS techcrunch.com/2026/01/21/i... #neurips #artificialintelligence #compsci #publishing #writing #science #research

Chinese-born AI scholars are bridging labs across the Pacific, shaping next‑gen ML at NeurIPS and sparking fresh tech transfer. Curious how cross‑border academic networks are reshaping the field? Dive in. #AIResearch #USChinaCollab #NeurIPS

🔗 aidailypost.com/news/chinese...

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AI-native low-code is changing automation.

Design→Enhance→Connect→Deploy→Optimize

All powered by AI that learns your workflows.

See how: kogents.ai

#KogentsAI #AIAutomation #LowCode #NeurIPS

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Hardcoded credentials in your Apache workflows?

That's a security incident waiting to happen.

RBAC.
Secrets managers.
Encryption.
Governance.

Build it right → kogents.ai

#KogentsAI #DataEngineering #WorkflowAutomation #NeurIPS #ApacheAirflow

AI, ChatGPT, Claude, Gemini, artificial intelligence, LLM, large language model, NeurIPS 2025, best paper award, Artificial Hivemind, model homogenization, cognitive homogenization, RLHF, reinforcement learning human feedback, AI diversity, model convergence, INFINITY-CHAT benchmark, Washington University, Carnegie Mellon, AI2, Stanford, DeepSeek, GPT-4o, time metaphor, river metaphor, AI同質化, 人工蜂群, 認知的均質化, 選択の幻想, モデル収束, 強化学習, 人間フィードバック, 創造性, 多様性喪失, ベンチマーク, 最優秀論文賞, 比喩実験, 川の比喩

ChatGPT、Claude、Geminiを使い分けている方へ

NeurIPS 2025最優秀論文が衝撃の事実を明らかにしました

70以上のAIモデルが、71〜82%の確率で「同じ答え」を返しています

「時間を比喩で説明して」と聞くと、ほぼ全員が「川」と答える

DeepSeekとGPT-4oが一字一句同じフレーズを出力する

私たちは「選択の幻想」を見せられていたのかもしれません

▼ 詳細はこちら
note.com/joho_no_toda...

#ChatGPT #Claude #AI #NeurIPS #LLM

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Your automation needs proof, not promises.

Track: baselines, cost savings, efficiency gains.

Build with Kogents.ai

#KogentsAI #WorkflowAutomation #AIforBusiness #ProcessAutomation #NeurIPS

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Ethical automation = automate the routine, preserve the strategic.

5 principles:

Routine tasks → automated
Creative decisions → human
Upskill workers
Clear communication
Monitor impact

kogents.ai

#KogentsAI #AIAutomation #StartupGrowth #EthicalTech #NeurIPS

🧠 Un paper interessantissimo dal #NeurIPS 2025 Best Paper Awards.
💡 Spiega perché i diffusion models, pur essendo enormi e sovraparametrizzati, non memorizzano subito i dati di training.
👉 I dettagli: www.linkedin.com/posts/alessi...

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM

Continuous Thought Machines Biological brains demonstrate complex neural activity, where neural dynamics are critical to how brains process information. Most artificial neural networks ignore the complexity of individual…

CTM re-centers time & synchrony in neural nets: per-neuron temporal models + synchronization as the latent rep → adaptive compute, strong maze planning/generalization, calibrated ImageNet, interpretable parity strategies. Read: arxiv.org/abs/2505.05522 #NeurIPS #DeepLearning #AI

New paper introduces Gnosis, a lightweight self-awareness mechanism that lets frozen LLMs predict correctness by inspecting internal circuits (hidden states & attention).
📄 arXiv: 2512.20578
#AI #LLMs #MachineLearning #SelfAwareness #Interpretability #AIAlignment #NeurIPS #ICLR #DeepLearning

NeurIPS 2025でFuriosaAIが示す持続可能なAIの未来 NeurIPS 2025にてFuriosaAIが発表したRNGDチップは、AIの効率的運用と持続可能性を両立させる新たなソリューション。

NeurIPS 2025でFuriosaAIが示す持続可能なAIの未来 #NeurIPS #FuriosaAI #RNGD

NeurIPS 2025にてFuriosaAIが発表したRNGDチップは、AIの効率的運用と持続可能性を両立させる新たなソリューション。

NeurIPS 2025で革命的研究「SVG」を発表！AIの未来に迫るオープンソース公開 株式会社I.Y.P ConsultingがNeurIPS 2025で発表した「SVG」は、AIの新たな方向性を示します。オープンソースは2026年に公開予定。高い評価を受けたその成果とは？

NeurIPS 2025で革命的研究「SVG」を発表！AIの未来に迫るオープンソース公開 #東京都 #中央区 #NeurIPS #I.Y.P_Consulting #SVG

株式会社I.Y.P ConsultingがNeurIPS 2025で発表した「SVG」は、AIの新たな方向性を示します。オープンソースは2026年に公開予定。高い評価を受けたその成果とは？

billpsomas/icir · Datasets at Hugging Face We’re on a journey to advance and democratize artificial intelligence through open source and open science.

📣 i-CIR dataset (NeurIPS 25) is now on
@hf.co.

🚀Easier download + better discoverability + WebDataset shards for large-scale use (~750K images).

🤗 Grab it here: huggingface.co/datasets/bil...

#computervision #retrieval #datasets #huggingface #NeurIPS

NeurIPS: avec Mehdi et Chadwick

NeurIPS: Maryse avec Ryan et Mehdi

NeurIPS 2025🎉 Renforcement de notre collaboration avec la communauté torch_brain, retrouvailles avec Mehdi Azabou @mehdiazabou.bsky.social, et exploration de moyens pour scaler les données VR immersives et comportementales pour les modèles cerveau/corps.
#NeurIPS #Neurosciences

NeurIPS: with Mehdi and Chadwick

NeurIPS: Maryse with Ryan and Mehdi

NeurIPS 2025🎉 Strengthening our collaboration with the torch_brain community, reconnecting with Mehdi Azabou @mehdiazabou.bsky.social, and exploring how to scale immersive VR and behavioural data for brain/body foundation models.
#NeurIPS #Neuroscience

@melaniemitchell.bsky.social is a computer scientist and a professor at the Santa Fe Institute. At #NeurIPS 2025 she gave a keynote on why today’s #AI systems should be studied more like nonverbal minds.
spectrum.ieee.org/melanie-mitc...

電通総研、東北大とStudio OusiaがAIコンペで優勝！新たな研究と応用の可能性を探る 電通総研が東北大学及びStudio Ousiaと共同で参加した「NeurIPS 2025」のAIコンペティションで優勝。高度なDeep Research技術の研究が注目を集めています。

電通総研、東北大とStudio OusiaがAIコンペで優勝！新たな研究と応用の可能性を探る #AI技術 #Deep_Research #NeurIPS

電通総研が東北大学及びStudio Ousiaと共同で参加した「NeurIPS 2025」のAIコンペティションで優勝。高度なDeep Research技術の研究が注目を集めています。

電通総研、AI国際会議NeurIPS 2025でオープンソース部門優勝の快挙 電通総研が東北大学とStudio Ousiaと共に、NeurIPS 2025のAIコンペでオープンソース技術部門優勝。最新技術がもたらす未来に迫ります。

電通総研、AI国際会議NeurIPS 2025でオープンソース部門優勝の快挙 #東京都 #港区 #電通総研 #NeurIPS #Deep_Research

電通総研が東北大学とStudio Ousiaと共に、NeurIPS 2025のAIコンペでオープンソース技術部門優勝。最新技術がもたらす未来に迫ります。