AI should not sound certain when markets are not
Markets are probabilistic. A useful AI-assisted brief should avoid language that implies certainty, suitability or guaranteed outcomes. Restraint is a product feature, not a compliance afterthought.
Evidence before opinion
A summary becomes more useful when it links claims to supporting context: price behaviour, volatility shifts, earnings dates, macro events, source material or clearly stated assumptions.
Risk and invalidation belong near the top
A market idea is incomplete if it only describes an upside case. Risk-aware summaries should surface what could go wrong, what would weaken the thesis and what a user should watch before doing further research.
Boundaries protect the user and the brand
Lazurium.ai is not being built as a broker, fund, financial adviser, trading bot or recommendation service. The lab direction is educational market intelligence that supports clearer thinking and responsible review.