AISciLabs Laboratories · 05
Alignment & Safety Lab
01The Term
Alignment is the problem of ensuring that capable systems pursue the goals we actually intend , including the goals we failed to state explicitly. Safety is the engineering discipline that makes that assurance measurable: evaluation, oversight, and containment.
We treat both as empirical sciences. An aligned system is not one we believe is safe, but one whose behavior we have tested, bounded, and can monitor in production.
02The Rationale
Capability has consistently outpaced our ability to evaluate it. Every lab that ships an agentic product today is making safety claims it cannot fully substantiate , not out of negligence, but because the science of evaluation is younger than the systems it must assess.
If AI is to be trusted with consequential work, safety must be a body of evidence, not a statement of intent.
03Objective
Build the evaluation, oversight, and containment infrastructure that turns safety from a promise into a measurable property of deployed systems.
- Capability evaluations that anticipate failure modes before deployment
- Oversight protocols for supervising autonomous systems in production
- Adversarial red-teaming methodologies for agentic systems
- Containment architectures that bound blast radius when systems fail