TECHNOLOGY
A Different Class of Intelligence is Emerging
Seed IQ™ operates as an adaptive multi-agent autonomous control layer, not a prediction engine and not an optimization heuristic. It governs how complex systems behave over time by coordinating multiple agents that learn, adapt, and act locally while remaining coherent at the system level.
Advanced Applications and Breakthroughs
Explore how Seed IQ™ occupyies a solution-space that current AI approaches do not reach – where intelligence is measured by how well it governs execution under uncertainty, contains failure before it cascades, and preserves coherence as systems scale.
Quantum Computing
Seed IQ™ has now been demonstrated as a governed execution layer for quantum systems. In 2026, AIX independently achieved governed fault-tolerant quantum computing on rented IBM Heron-family QPUs, using a persistent encoded register, runtime admissibility checks, and a universal primitive engine spanning teleportation, lattice-surgery CNOT, T-gate execution, and logical memory.
The same governed execution architecture was applied across molecular chemistry workloads including H₂, LiH, H₂O, and BeH₂, demonstrating that Seed IQ can govern quantum execution beyond isolated error correction.
Energy Systems
Across modern energy environments, inefficiency emerges not from hardware limits, but from fragmented control. Subsystems widen buffers and overcompensate under uncertainty, leaving capacity unused.
Seed IQ™ introduces an adaptive control layer that aligns execution across domains in real time—reducing energy consumption while increasing usable output from existing infrastructure.
Autonomous Warehouse
Seed IQ™ learns system structure, ingests live operational data, and constantly evaluates how to align the entire operation with business goals.
It adapts instantly to disruptions, rebalances workflows, detects instability before it appears, and produces continuous recommendations, decisions, and actions that optimize throughput, stability, cost efficiency, and resilience.
ARC AGI 3 General Intelligence Benchmark
Seed IQ™ Solves All 25 Games, mastering the entire public benchmark dataset that tests an AI system's ability to reason, plan, and act in real time to live data.
Seed IQ operated at top human-level performance, achieving 100% across all 183 game environments.
Explore our official Seed IQ scorecard, watch game replays, explore the granular detail level-by-level... It's all here on the ARC Prize website. All gameplay was performed through the official ARC Prize API, and all scorecard evaluation results were provided by ARC Prize and are hosted on their official website.
** Important note: Seed IQ does not appear on the ARC-AGI 3 official leaderboard because their TOS requires open-sourcing your full code and system for "official" participation. All games are availabe for public gameplay through their API on their website in lieu of official participation.
To date, Seed IQ is the only system to master all of the games in this public dataset, and the only system to score 100% across the board.
-- On July 24, 2026, ARC Prize announced Claude Opus 5 had solved 5 of the public games with an overall score of 30.2% of the public dataset.
-- As of July 25, 2026, the top score on the official leaderboard for ARC-AGI 3 is less than 2%, with the high score at 1.86%.
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