Tag

#guardrails

Articles tagged "guardrails" — 3 entries.

Article №21 agentic NeMo Guardrails ~2 hours — 30 min for the perturbation menu + structured proposal schema, 60 min for the 5 rails + 27-case adversarial bench, 30 min to write up
Machine that Builds Machines

Guardrails Before the Agent Edits — Code-Edit Policy as a Programmatic Funnel

Five programmatic rails between the Autoresearch agent's proposal and any mutation of train.py — schema, menu, range, cross-constraint, diff lint. 27 adversarial test cases: block recall 1.0, clean pass 1.0, every rail attribution correct. Zero LLM-as-judge calls.
Article №11 inference NeMo Guardrails ~90 minutes on top of the rerank-fusion / bigger-generator chain
Foundations

One Rail, Three Policies — NeMo Guardrails on the Retrieval Path

NeMo Guardrails drops a policy gate between retrieval and generation. One install, three per-arc configs — PII for Second Brain, style for LLM Wiki, code-safety for Autoresearch — and a 15-query benchmark: 100% block recall, 100% clean pass. Rails are scaffolding; detectors are the content.

uses fieldkit.rag

Upcoming agentic NemoClaw ~30 min read
Machine that Builds Machines

Heterogeneous Scientific Foundation Model Collaboration — Spark reproduction notes

Wrap a domain foundation model (Pangu-Weather) as a Triton tool, drive it from a NIM-served Llama 3.1 8B planner via NemoClaw, and show when specialist routing beats language-only reasoning — all inside the Spark 128 GB envelope.