# Make your LLM think differently - Multi Dimensional Reasoning Prompts **URL:** \ **Category:** Research\ **Created:** [June 13, 2025, 4:41pm UTC](https://discuss.huggingface.co/t/make-your-llm-think-differently-multi-dimensional-reasoning-prompts/159175 "2025-06-13T16:41:11Z")\ **Posts on this page:** 1\ **Showing post:** 2
**Author:** ![AerisCodex](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/aeriscodex/32/48563_2.png) [@AerisCodex](https://discuss.huggingface.co/u/AerisCodex)\ **Post date:** [June 14, 2025, 11:59am UTC](https://discuss.huggingface.co/t/make-your-llm-think-differently-multi-dimensional-reasoning-prompts/159175/2 "2025-06-14T11:59:44Z")
Hello, Your Five Principles framework caught my attention - I’m developing something that might interest you: AERIS v2 (Adaptive Emergent Relational Intelligence System). While our approaches differ, we share the goal of transforming model reasoning without modifying weights. AERIS is a lightweight reasoning layer that modulates the inference process in real-time, injecting dialectical structures and ambiguity resolution cues. Unlike prompt engineering (which AERIS doesn’t use), it dynamically reconfigures the model’s reasoning path. Your observation that models “recognize they have a new method of reasoning” resonates with what I observe: AERIS produces deeper, more adaptive reasoning patterns, particularly on ambiguous or open-ended questions. I’d be curious to understand how your Five Principles (prompt-based, if I understand correctly) achieve similar effects through a different route. Have you explored how your framework handles conceptual ambiguity? > [@AERIS – Cognitive Reasoning Layer for Dialectical Evaluation (Demo + Baseline)](https://discuss.huggingface.co/t/aeris-cognitive-reasoning-layer-for-dialectical-evaluation-demo-baseline/156285): > > We’ve just published a public demo Space for AERIS, a cognitive inference layer designed to enhance reasoning quality in large language models — without any fine-tuning. small_blue_diamond AERIS Chatbox: [AERIS Chatbox - a Hugging Face Space by AERIS-Framework](https://huggingface.co/spaces/AERIS-Framework/aeris-public-demo)small_blue_diamond Compare outputs (Gemma-3-27B-it with vs. without AERIS): [https://huggingface.co/spaces/AERIS-Framework/aeris-public-demo/file/compare.html](https://huggingface.co/spaces/AERIS-Framework/aeris-public-demo/file/compare.html)What is AERIS? AERIS (Adaptive Emergent Relational Intelligence System) is… > [@AERIS v2 — From Climate to Death: Actionable Answers to the Unanswerable](https://discuss.huggingface.co/t/aeris-v2-from-climate-to-death-actionable-answers-to-the-unanswerable/157284): > > AERIS v2: Philosophical AI with Practical Applications What if your AI didn’t just answer—but transformed your way of asking? Overview AERIS (Adaptive Emergent Relational Intelligence System) is an experimental AI system that approaches questions through dialectical reasoning and emergent understanding. Distinctive Approach AERIS transforms complex questions into opportunities for deeper understanding, particularly excelling at: Philosophical and ethical dilemmas Systemic challenges (climate… --- _[View the full topic](https://discuss.huggingface.co/t/make-your-llm-think-differently-multi-dimensional-reasoning-prompts/159175)._