The HiHolo blog
The HiHolo blog.
Research, evidence and practical ideas behind explainable AI and autonomous systems.
Oct 29, 2026
No GPU required: the case for CPU-first Physical AI at the edge
GPUs are becoming the default robot brain. Here is why the decision layer — learning skills, choosing actions and verifying them — can stay compact, deterministic and CPU-first.
HiHolo
From Abstract Intelligence to Real World Autonomy
Why the next AI frontier is not just smarter models, but systems that can act reliably in the real world.
HiHolo
Holo Engine Is an Energy-Based Model
The mathematical foundation: why Holo Engine's hyperbolic geometry is equivalent to an EBM, with proofs.
HiHolo
Intelligent CRUD: Build Apps That Learn
A practical workshop. Real CRM and churn data. Every endpoint verified — Learn, Reason, Discover, Optimize. +20pp over baseline.
HiHolo
Holo Engine vs XGBoost / LightGBM / CatBoost
Head-to-head benchmark results on classification tasks against gradient-boosted trees.
HiHolo
53 Tests Against CGAL: Geometry, 3D and Crypto
Can Holo Engine handle geometric verification, 3D construction, and elliptic curve arithmetic? 53 tests say yes.
HiHolo
Logic Lab — Bruhat–Tits Tree on Poincaré Disk
Explore the hyperbolic geometry behind Holo Engine in real time. Drag, zoom, and watch the tree respond.
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