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validation
15 postsSecuring AI Workflows with Semantic Transaction Models
Semantic transaction models enhance AI security by making tasks reversible and protecting against external influences.
Lessons from Integrating an LLM Inside a Drag-and-Drop Editor
An overview of challenges and solutions faced when integrating an LLM into a drag-and-drop editor.
A plugin can pass validation and still fail after install
Plugin validators check manifest compliance but do not ensure post-install functionality.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comMandatory Falsification Condition for AI Claims
The necessity of a falsification condition for AI claims. Each claim must be supported by concrete evidence.
Over 15 companies are selling antibodies with faked validation data
Thermo Fisher and 14 other vendors face trust issues due to faked antibody validation data.
Building Scalable AI Agents with Modular Prompt Transpilation
Enhance AI agent reliability with a modular prompt structure. Learn about necessary validation and version control for production.
Type-safe LLM Outputs with Zod: Stop Guessing What the Model Returns
Manage your LLM outputs safely with Zod. Define schemas and validate to prevent errors.
Validators Judge. They Don't Help.
The article discusses the importance of keeping validators focused on judgment, not remediation, to maintain security and audit integrity.
Physlint – Deterministic Integrity Checks for Physical-AI Data
Physlint ensures the integrity of robot data before training, providing actionable insights.
Build a Bounded JSON Repair Loop for LLM Output in Python
Learn to build a bounded JSON repair loop for LLM outputs using Python.