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Cura 1T

By actAVA
Cura 1T is trained through a recursive loop: a training agent selects a target capability, trains via SFT and RL, evaluates benchmark trajectories, and refines the data mixture from observed failures, with a human gate on every keep or revert decision. It supports high-stakes patient communication guided by physician-authored rubrics, expert-level clinical reasoning across 17 medical specialties and 11 body systems using text and medical images, and agentic healthcare workflows including multi-turn diagnostic dialogue and FHIR-based EHR tool use such as ordering tests, placing referrals, and recording decisions. It offers a 256K context window, text and vision input, function calling, and a thinking mode, accessed through an OpenAI-compatible API. Cura 1T leads frontier models on five of six healthcare benchmark panels while remaining competitive on general reasoning, math, and tool-use benchmarks outside its domain.
New Multimodal
Released: July 13, 2026

Overview

Cura 1T is a 1-trillion-parameter healthcare-specialized language model, fine-tuned from Kimi-K2.6 through recursive self-improvement. It handles patient consultation and triage, clinical reasoning over text and medical images with a 256K context window, and interactive diagnosis with EHR tool use via FHIR. It leads frontier models on 5 of 6 healthcare benchmark panels while staying competitive on general reasoning and math.

About actAVA

actAVA is the first AI orchestration platform built specifically for healthcare workflows. Its KORA suite lets healthcare organizations build, govern, and continuously improve AI agents across enterprise operations โ€” spanning prior authorization, utilization management, and care management โ€” with built-in HIPAA/SOC 2 compliance, evaluation, and benchmarking. actAVA also publishes CHI-Bench, a long-horizon benchmark for evaluating agentic AI in healthcare administration.

Industry: Artificial Intelligence
Company Size: 12
Location: Pleasanton, California, US
Website: actava.ai
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Last updated: July 14, 2026
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