Proof & Validation
Solstice does not ask for belief. We provide evidence.
ElevenLabs Grant Recipient
Solstice does not ask for belief. We provide evidence.
ElevenLabs Grant Recipient
Graduate-level reasoning
GPQA is a benchmark of 448 expert-crafted questions spanning physics, chemistry, and biology at the graduate and doctoral level — questions that domain experts themselves answer correctly only ~65% of the time.
Achieved through the Deus-XM Dual architecture — dual-model consensus reasoning (Gemini 2.0 Flash + Claude Sonnet 4) with adversarial validation. This matches human expert-level performance on questions designed to be unsearchable and adversarially validated.
Epistemic reliability
How well does a system avoid falsehoods, resolve ambiguity, and respond under uncertainty?
This substantially exceeds published baselines. Importantly, this result was achieved through system design—multi-agent reasoning, adversarial testing, and uncertainty handling—not model fine-tuning.
Methodology and raw results are available on request.
Mathematical reasoning
Multi-step quantitative problems requiring arithmetic, logic, and structured problem decomposition.
GSM8K is a benchmark of grade-school math word problems requiring multi-step reasoning. This result was achieved through the Deus-XM architecture—structured decomposition, self-verification, and convergence-based answer selection—not chain-of-thought prompting alone.
Competition mathematics
MATH-500 contains 500 competition-level math problems spanning algebra, number theory, geometry, counting, precalculus, and intermediate algebra — significantly harder than GSM8K.
Graded "A — Excellent, production ready." Number Theory scored 98.1% (53/54). Algebra 93.6%. Weakest areas: Precalculus (73.2%) and Geometry (75.4%). Achieved through dual-model consensus (Gemini + Claude).
Broad knowledge
MMLU tests knowledge across 57 academic subjects — from abstract algebra to world religions — using 14,042 multiple-choice questions from the full HuggingFace dataset.
STEM led at 85.2%, followed by Humanities at 84.1% and Social Sciences at 83.6%. Standout subjects include Astronomy (95%) and College Biology (92%). Achieved through the Deus-XM architecture.
Validation pillars
We synthesize truth by aggregating thousands of independent perspectives and measuring convergence rather than plausibility.
Strategies and reasoning chains are subjected to adversarial evolution until weaknesses are irreducible.
We track intelligence over time through delta-based state storage, enabling simulation, replay, and controlled branching at scale.
Systems are tested in live environments—desktops, vehicles, mobile devices—where latency, noise, and failure are unavoidable.
Security & governance
Security audits have been completed, and attack surfaces are continuously evaluated.