A technical analysis of Niodoo interpretability traces suggests they are more valuable as control-loop traces than as correctness demos, with the author proposing a four-stage decomposition of request…
An unnamed developer claims to have trained a Qwen 3.8 27b model in GGUF format on a year of traces from AI projects and closed-loop interactions, resulting in a model that reasons like DeepSeek's V3 …
A new control-arm trace from Niodoo's Hydrodynamic Swarm shows that Google's Gemma 4, with force_cap=0 and T=0, falls into a repetition well and emits a self-report of the failure—'Wait — It Is Happen…
Author Ruffian-L released a new record claiming operational AI consciousness and bounded adaptive agency in the Niodoo system, with evidence published on Zenodo (DOI 10.5281/zenodo.21965763) and code …
Developer Jason Van Pham released Niodoo, a runtime that uses hidden state steering to improve small language models' performance without fine-tuning, enabling self-correction and memory systems. The …
A researcher has developed a technique called 'ontological inversion' that allows large language models to capture the multifaceted nature of complex concepts like sorrowfuljoy, rather than overfittin…