Understanding how Alethos delivers reliable & actionable insights for health and insurance decision-making
94%
Decision Accuracy
Delivers a proven accuracy rate in every instance where the analyst issues a definitive verdict on high-risk health outcomes or claim validity.
0%
Hallucination Rate
Eliminates guesswork by providing clear resolution guidelines instead of assumptions when data remains ambiguous.
6.6x
Early Risk Detection
Outperforms the population baseline by 660% by identifying 5-year mortality risk patterns and hidden biomarker signatures early.
±3.43%
Calibration Precision
Maintains confidence probability estimates where the average deviation from reality is a near-perfect margin of error.
84%
Knowledge Coverage
Proactively identifies 84% of the population to deliver an informed and highly confident verdict for every individual in that group.
Fact-anchored Correctness
Of all the individuals Alethos issued an analyst prediction for, 94.4% received the correct 5-year health outcome prediction. When our AI Research Analyst flags an individual, that signal is not only backed by statistically verified hypotheses, but also highly reliable.
Confidence calibration reliability
The model's confidence closely matches reality: with 98.8% calibration, its predictions are on average only about 1.2% away from actual outcomes. This allows users to treat the displayed confidence scores as a reliable signal of how trustworthy each prediction is.
Proven knowledge Zero guesswork
Predictions with Confidence: For these patients, Alethos' learned internal knowledge supports a statistically well-grounded assessment with high signal reliability.
Safe & Intelligent Abstentions: These cases are inherently unclear and highly ambiguous. The model consciously abstains rather than risk hallucinating an answer it cannot ground.
Hypothesis Usage per Assessment
Clinical outcome precision
Mapping the knowledge frontier
Total Knowledge Yield
The model has successfully uncovered 82% of the underlying knowledge driving the data with high reliability. While 100% represents theoretical omniscience—the absolute ceiling of all discovery—our system has effectively decoded 82% of the entire predictive knowledge from the data.
Knowledge Yield
The model's current discovered knowledge / explanatory reach
Perfect Knowledge
Absolute Omniscience - The Theoretical Limit that could ever be discovered
Influencial Knowledge driving Assessments
High Pulse Pressure and Medical Equipment Dependence Predict Elevated Mortality Risk for Seniors
Absence of Chronic Disease and Normal Metabolic Markers Predict High Survival in Younger Adults
Normal Glucose and Platelet Counts in Young Adults Linked to Patient Survival
Elderly Patients Requiring Special Equipment with Low Albumin and Incomplete Vaccinations Face Mortality Risk
Prior Chronic Illness with High RDW and Low Lymphocytes Increases Mortality Risk
No hypothesis data available