Apodex-1.0-H – Beats Claude-Opus-4.7 on deep research (90.3 BrowseComp)
Step-level verification before moving forward is a genuinely interesting architectural choice.
Evaluation harness for Apodex-1.0 on public deep-research benchmarks.
90.3 BrowseComp score with verification-centric model architecture.
AI researchers evaluating deep research models
Gaia Benchmark · AgentBench · WebArena
Step-level verification before moving forward is a genuinely interesting architectural choice.
Catches 53% lie rates in agents using Firecracker microVM isolation.
Another deep research agent when Perplexity and Elicit already dominate.
Ed25519 signature verification in browser solves agent accountability for disputes.
Reproducible benchmarks with open methodology when vendor decks dominate the space.
Deterministic agent benchmarking with strict validation—unlike SWE-Bench, measures whether agents actually operate.