March 5, 2026
Graphs, not graphite?
Show HN: Kanon 2 Enricher – the first hierarchical graphitization model
Startup turns long docs into instant maps; commenters yell 'buzzwords' and 'what's the price'
TLDR: Isaacus launched Kanon 2 Enricher to turn long documents into structured maps and claims no hallucinations. Comments clash over the word “graphitization,” ask for clear pricing and local-only use, and bring jokes; curiosity meets caution as fans praise the legal mapping while skeptics demand on‑prem and transparency.
Isaacus dropped Kanon 2 Enricher, promising the “first” model that turns huge messy documents into neat “knowledge graphs” — think interactive maps of who, what, when, and where. They brag it’s fast, runs on a home PC, and “architecturally incapable” of making stuff up. There’s even a shiny 3D map of Australian High Court cases and a free legal schema, ILGS, under CC BY 4.0. The pitch: use the API, get instant structure, no hallucinations. And yes, they thanked big law firms for testing.
And then the comments happened. One engineer snapped that calling it an “architectural masterpiece” is a red flag and demanded clear access and pricing. Another linked Wikipedia to roast the word “graphitization” (“that means turning carbon into graphite”), urging them to say “knowledge graph” like normal humans. Privacy hawks refused anything that leaves their network; one said “payment methods” equals “bye.” Meanwhile, fans love the legal mapping demo, but skeptics aren’t buying buzzwords. The vibe: cool idea, spicy branding. Memes flew — “Stop trying to make graphitization happen,” and “So… no pencils?” — as the thread split between hype squad and the “show me on‑prem and the price” crowd. Drama level: high, graphs hotter than graphite.
Key Points
- •Isaacus released Kanon 2 Enricher, described as the first hierarchical graphitization model that outputs knowledge graphs with sub‑second latency.
- •The model performs entity extraction/disambiguation/linking, hierarchical document segmentation, and text annotation.
- •Isaacus also launched the Isaacus Legal Graph Schema (ILGS), an open schema (CC BY 4.0) for representing legal document structure and entities.
- •Kanon 2 Enricher is accessible via the Isaacus API and is claimed to run locally on consumer PCs while outperforming frontier LLMs over long contexts.
- •An example use case maps Australian High Court cases using Kanon 2 Enricher for citations and Kanon 2 Embedder for semantic mapping; multiple legal/consulting partners participated in beta testing.