15 stories tagged with #hypothesis, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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The Silurian Hypothesis (2020)
Lifted Representation Hypothesis in Language Models
arXiv:2607.19360v1 Announce Type: new Abstract: Large language models (LLMs) often answer queries by mapping individual observations to more general rule-like structures. However, …
Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents
arXiv:2607.09195v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly expected to play a central role in AI-driven scientific discovery. Equipped with …
The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypothesis Generation?
Knowledge graphs (KGs) can provide structured scientific context to language models, but it remains unclear which graph facts actually shape the generated hypotheses. We study KG-g…
Hypothesis Generation and Inductive Inference in Children and Language Models
Real world decision-making requires constructing mental models under uncertainty over evidence, over the underlying causal rules, and over the state of the world itself. Which comp…
🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"
G Two weeks ago I shipped core/reasoning/budget.py to test whether per-call dynamic token budgets...…
I can't fucking stand the fact it starts all responses with 'Yes.' despite me asking a goddamn question that didn't have a premise/hypothesis whatsoever where that would be valid.
Routine vaccines may cut dementia risk–experts have startling hypothesis on how
Vaccines may be training a part of our immune system long thought to be untrainable.…
Collocational bootstrapping: A hypothesis about the learning of subject-verb agreement in humans and neural networks
In what ways might statistical signals in linguistic input assist with the acquisition of syntax? Here we hypothesize a mechanism called collocational bootstrapping, in which regul…
Provably Learning Diffusion Models under the Manifold Hypothesis: Collapse and Refine
Diffusion models generate high-dimensional data with remarkable quality, yet how their training efficiently learns the score function, bypassing the curse of dimensionality when da…
An AI Co-Scientist for Hypothesis Generation from Google DeepMind
Scientific discovery is driven by scientists generating novel hypotheses for complex problems that undergo rigorous experimental validation. To augment this process, we introduce C…
Discourse regimes as the unit of alignment behavior: a hypothesis
Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine
Nanomedicine research spans delivery chemistry, immunology, imaging, biomaterials, and disease-specific translational science, yet its conceptual design space remains fragmented ac…