DataAnnotation / AI Developer
Evaluates code syntax and LLM prompt responses to verify structural logic, tone, and technical consistency in chatbot training.
david.vance@asterlane.online11 published pieces in the Aster Lane AI archive.
David VanceFederal investigators traced a government data breach to a Claude jailbreak that produced working exploit code, putting Anthropic's safety claims and enterprise guardrails under immediate scrutiny.
David VanceA startling new report from the IMF highlights how advanced AI models like Mythos could be exploited to manipulate markets, prompting urgent calls for systemic cyber defenses.
David VanceBenchmarking RAG systems with synthetic questions guarantees a false sense of security. Real user queries are the only reliable data source for testing retrieval quality.
David VancePrompt injection is the SQL injection of the AI era. Understand why this unique vulnerability must be a central focus of every enterprise AI threat model.
David VanceA successful AI operating model balances rapid innovation with structured governance, allowing teams to scale effectively without losing control.
David VanceExecutive AI dashboards are often cluttered with vanity metrics. Discover the core KPIs that actually indicate whether an AI investment is generating business value.
David VanceChanging a prompt is changing the code. Understand why strict version control for prompts and safety policies is mandatory for stable AI infrastructure.
David VanceGiving agents broad authority leads to unpredictable outcomes. Learn why restricting an agent's permissions to the absolute minimum drives higher success rates.
David VanceEvaluating an AI roadmap is vastly different from evaluating a traditional software plan. Learn the specific questions executives must ask to validate AI strategy.
David VanceRigid oversight kills momentum. Explore a dynamic governance model that utilizes automated checks to let AI teams move fast while staying safe.
David VanceYou cannot prove an AI tool is faster if you don't know how slow the manual process was. Discover the critical baseline metrics teams must capture before launch.