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cff-version: 1.2.0
message: >-
If you use ASSERT, please cite it as below. Please also consider citing the
prior work it builds on (see the references section).
title: "ASSERT: Adaptive Spec-driven Scoring for Evaluation and Regression Testing"
abstract: >-
ASSERT is an open-source framework for turning natural-language behavior
specifications into executable evaluations for AI models, applications, and
agents.
type: software
authors:
- name: "Microsoft Responsible AI"
repository-code: "https://github.com/responsibleai/ASSERT"
url: "https://github.com/responsibleai/ASSERT"
license: MIT
references:
- type: article
title: "AI-Assisted Systematization for Evaluating GenAI Systems"
year: 2026
month: 5
url: "https://www.microsoft.com/en-us/research/publication/ai-assisted-systematization-for-evaluating-genai-systems/"
notes: >-
ASSERT's concept-systematization stage follows this work.
authors:
- family-names: Agarwal
given-names: Dhruv
- family-names: Sheng
given-names: Emily
- family-names: Atalla
given-names: Chad
- family-names: Garcia-Gathright
given-names: Jean
- family-names: Mozannar
given-names: Hussein
- family-names: Washington
given-names: Hannah
- family-names: Chouldechova
given-names: Alexandra
- family-names: Barocas
given-names: Solon
- family-names: Wallach
given-names: Hanna
- type: software
title: "Bloom: an open source tool for automated behavioral evaluations"
year: 2025
url: "https://github.com/safety-research/bloom"
notes: >-
ASSERT's staged evaluation pipeline is modeled on Bloom's design. Bloom's
MIT license notice is retained in THIRD_PARTY_NOTICES.md as good-faith
attribution.
authors:
- family-names: Gupta
given-names: Isha
- family-names: Fronsdal
given-names: Kai
- family-names: Sheshadri
given-names: Abhay
- family-names: Michala
given-names: Jonathan
- family-names: Tay
given-names: Jacqueline
- family-names: Wang
given-names: Rowan
- family-names: Bowman
given-names: "Samuel R."
- family-names: Price
given-names: Sara