guidance

This tweet praises Uber's article, which offers clear guidance for enterprises on comprehensively using AI agents and controlling costs.

Microsoft Research presents the Paza Speech Playbook, an interactive guide for building robust speech technologies for low-resource and multilingual languages, covering data collection, model training, deployment, and evaluation. The walkthrough video introduces the playbook and demonstrates how to apply proven practices.

This paper proposes Spectral Alignment (SPA), a lightweight guidance-based method that reduces exposure bias in diffusion models by calibrating the power spectrum of intermediate predictions, showing consistent improvements across pixel-space, latent, and flow-matching models with minimal computational overhead.

An open-source fieldbook that compiles Anthropic and OpenAI guidance into reusable agent skills for developers.

This paper introduces G-RRM, a neuro-symbolic approach that uses recurrent reasoning models to guide symbolic solvers for constraint satisfaction problems, showing significant speedups in certain conditions.

Introduces Spectral Guidance, a framework for controlling diffusion models by leveraging low-dimensional representations of the diffusion process, enabling flexible and stable control without task-specific retraining or backpropagation through the denoiser.

Flow-Direct introduces a non-parametric guidance field for flow-based generative models that accumulates reward feedback persistently, improving feedback efficiency and enabling reuse of collected samples to guide generation for multiple objectives without additional reward evaluations.