AI ethics evidence index Search
Source-linked daily record
Evidence record 10535 · automatically gathered

Safeguard-Conditioned Uplift: Measuring Utility-Risk Frontiers for Dual-Use Biology Assistants

arXiv:2607.13039v1 Announce Type: new Abstract: Safety evaluations for dual-use biology assistants often measure base-model capability, refusal behavior, or jailbreak success. These metrics miss a deployment question: for a fixed base model, how does the access condition users actually see change benign utility and harmful actionable assistance? I introduce safeguard-conditioned uplift, a protocol for comparing deployed access conditions through a human-judged utility-risk frontier. I evaluate C

Record details

Published: 16 July 2026
Source: arXiv cs.CY
Category: Research
Topics: Safety & alignment · Biotech
Retrieved: 16 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Safety & alignment · Shared topic: Biotech

OMNIS: a spatially informed multi-omics deep-learning framework for tumor recurrence prediction and primary–metastatic tumor differentiation title page

Frontiers in Artificial Intelligence · 15 July 2026

Shared topic: Safety & alignment · Shared topic: Biotech

Harmonizing AI Safety Thresholds

arXiv · 17 July 2026

Shared topic: Safety & alignment · Shared topic: Biotech

Brain-Aligned Multi-Stream Video Transformers with Sparse Self-Selection

arXiv cs.LG · 20 July 2026

Shared topic: Safety & alignment · Shared topic: Biotech

An Early Warning of Emerging Biosecurity Risks in Frontier LLMs

arXiv red teaming query · 20 July 2026

Shared topic: Safety & alignment · Shared topic: Biotech

SoK: Adversarial Robustness of the Variational Quantum Eigensolver via Red-Teaming

arXiv red teaming query · 21 July 2026

Shared topic: Safety & alignment · Shared topic: Biotech

RAG-GNN: retrieval-augmented graph neural networks for protein interaction network embeddings

Frontiers in Artificial Intelligence · 10 July 2026

How to cite this record

ethics.ai (16 July 2026), “Safeguard-Conditioned Uplift: Measuring Utility-Risk Frontiers for Dual-Use Biology Assistants,” evidence record 10535, https://ethics.ai/record/10535 (originally published by arXiv cs.CY).

JSON

Use and limitations

This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.