Mjolnir Photonics Lab
Inside the thinking.
Behind the technology.
Explore the ideas, engineering, and evidence behind Entangled Halo. Seven video and podcast sessions. Two technical papers. A closer look at the architecture of intelligence you can own.
Immersion — video & podcast (7)
Video
HaloCore Generation 10 Demonstration
A live demonstration of the HaloCore Generation 10 / Entangled Halo engine in operation. This session walks the encode → retrieve → federate path on a real corpus, showing deterministic retrieval, surface handling, and zero-GPU operation — the substrate under L3M.
Podcast
HaloCore Generation 10 Discussion
An extended technical discussion of HaloCore Generation 10: why schema-free holographic knowledge replaces training epochs, how sparse ternary vectors yield structural non-hallucination, and what the post-atomic-update benchmarks mean for sovereign deployments.
Video
Entangled Halo Walkthrough
A guided walkthrough of the Entangled Halo mathematical substrate — binding, superposition, and holographic encoding. The foundation that makes HaloCore Generation 10 and EHC possible.
Video
SUBSPACE Discussion
Discussion of Internet Subspace: how to run AI computation on public infrastructure without surrendering source data — Halo DC, Edge DC, Entangled DC, and Edge-to-Edge modalities.
Video
SUBSPACE Walkthrough
A practical walkthrough of Subspace deployment patterns: what the remote processor sees (opaque projection) versus what remains at the edge (codebooks, basis, inverted indices).
Video
Geometry of Intelligence — Engineering Beyond the Quadratic
Engineering focus: escaping O(n²) transformer walls. How constant-latency horizontal sharding, sparse integer ops, and deterministic encoding change the cost curve of institutional intelligence.
Video
Geometry of Intelligence — Solving the Quadratic Penalty
Problem framing and solution arc: why dense attention fails institutions at scale, and how holographic sparse ternary representation solves retrieval without multi-month training epochs.
Whitepapers (2)
Whitepaper
Whitepaper — HaloCore Generation 10
Technical whitepaper on HaloCore Generation 10 (v2.0, July 2026): a schema-free holographic knowledge engine. CPU-only, deterministic, structurally non-hallucinating. Benchmarks at 2B facts (5ms response, 96% recall, zero hallucination), encode throughput, and horizontal 2:5 quorum scaling.
Whitepaper
Whitepaper — Internet Subspace
Technical whitepaper (v2.0, July 2026) on Internet Subspace: anonymous LLM and holographic computing on public infrastructure. Four modalities from Halo DC through Edge-to-Edge, grounded in Entangled Halo VSA.