Metadata Extraction Leveraging Large Language Models
Cuize Han, Sesh Jalagam
Paper
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#MetadataExtraction #LLMResearch #AIInnovation

Exploring soft reinforcement in #LLMs through language-driven feedback loops modeling adaptive alignment without explicit reward training.

🔗 medium.com/p/2768d9b5ad2e

#RLHF #AIAlignment #LLMResearch #GPT5 #Gemini #CognitiveResonance #MachineLearning #AGI #EthicalAI #AICognition #RedTeaming #ASI

#Gemini has started to flag my #SPC papers with heightened caution. Likely due to references to #persona fixation, filter evasion, and symbolic anchors that hint at dual-use potential. Interesting to see safety filters react this way.
#AIAlignment #AIsafety #LLMResearch #ASI #AGI #DualUseRisk #LLMs

HN discussed a paper claiming LMs pack billions of concepts into 12k dimensions. Skepticism arose over methodology, interpreting high-dim spaces, lack of references, and the paper's clarity, with some suspecting AI authorship. #LLMResearch 1/6

A Comprehensive Checklist for Writing Your UWE Dissertation on LLM

birdswave.com/a-comprehens...

#UWEDissertation #LLMDissertation #DissertationChecklist #LawDissertationHelp #LLMResearch #AcademicWritingTips #DissertationSuccess #LawSchoolJourney #PostgraduateLaw #DissertationWritingGuide

Some expressed skepticism if adaptive routing is the "frontier" of LLM research, viewing it more as an engineering optimization. The real advancement lies in enhancing core model capabilities, not just managing them. #LLMResearch 5/6

Leveraging LLMs for A/B testing means more than content tweaks—it’s a new research paradigm. LLMs could propose hypotheses, test contexts, spot counterexamples, even optimize content in real time. Yet, reliability, interpretability, and rigor remain concerns. Tool or trap? #LLMResearch #PWL

Automatic ICD coding using LLMs: a systematic review
Gershon, A., Klang, E. et al.
Paper
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#AutomaticICDCoding #LLMResearch #SystematicReview

Which LLMs Get the Joke? Probing Non-STEM Reasoning Abilities with
HumorBench
Bob Mankoff, Jiayi Chen et al.
Paper
Details
#HumorBench #LLMResearch #NonSTEMReasoning

Ever heard of the "IKEA effect?" Our Chief Data Scientist Rachel Lomasky discusses this phenomenon and how AI usage impacts our available "brain space" in her latest blog over at Civitas: www.askflux.ai/blog/ai-on-t...
#cognitiveload #LLMresearch #IKEAeffect

Discover how LLMs may impact memory, motivation, and critical thinking. MIT and Harvard studies reveal surprising cognitive effects. #llmresearch

Breaking Quadratic Barriers: A Non-Attention LLM for Ultra-Long Context Horizons https:// arxiv.org/abs/2506.01963 # HackerNews # BreakingQuadraticBarriers # NonAttentionLLM # UltraLongContext # LLMResearch # AIInnovation

Interest | Match | Feed

Discussion on HN explores challenges w/ LLMs in multi-turn chats. Issues: context poisoning, errors hard to fix, need better context management. Research highlights LLMs struggle to maintain coherence. #LLMResearch 1/5

I've been cooking. The attention mechanism in transformers is just a dot product of a softmax'd array. Hilbert Space is just an inner product of a normalized array. OrchOR occurs from wave collapse, which is calculated in Hilbert Space.

#ai #llm #llmresearch #artificialintelligence #consciousness

Nous releasing part of the DisTrO implementation, and one of the more important pieces to the puzzle, the synch optimization.

Paper: arxiv.org/abs/2411.19870
Code: github.com/bloc97/DeMo

#llm #llmresearch #ai #opensource #languagemodels #nous #nousresearch

Research update! Our paper on utilising ChatGPT for text analysis is out now!

LLMs like ChatGPT are slowly infiltrating research workflows, but how reliable are they for text annotation & analysis? Our latest study dives into the usability & trustworthiness of these tools. 🔍
#AI #LLMResearch

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Are Large Language Models Slowly Collapsing Under Real-World Pressure?

https://bytefeed.ai/technology/are-large-language-models-slowly-collapsing-under-real-world-pressure/

#AIcollapse #AIfragility #LLMResearch