Hermon Media
Tutorials and field notes for the Hermon model family.
Learn the domains behind Hermon OS, DNA, Finance, and Code. These pieces are designed for users and also become sharper training targets for the models.
Hermon DNA: DNA encoding, BERT, and DNABERT
A practical primer on computational DNA, sequence encoding, BERT encoders, DNABERT, and how Hermon DNA stays simulation-first.
Students, researchers, and builders who want DNA-computing context before using Hermon DNA.
Hermon OS and the AI-native control plane
Why the OS model should propose actions while Maple AI OS keeps authority, memory, policy, and receipts deterministic.
Operators and developers evaluating AI-native operating-system workflows.
Hermon Finance for OpenIBank operations
How a finance model can help with risk monitoring, reconciliation, KYC/AML triage, and audit packets without moving money.
Financial operators who need AI assistance behind strict controls.
Hermon Code and Wish coding agents
A coding-agent model should inspect repositories, propose minimal patches, name tests, and protect user work.
Developers building or evaluating coding-agent workflows.
How Hermon training follows evaluation failures
Hermon adapters improve through domain contract failures, targeted data, probes, promotion gates, and live demo checks.
Operators and builders who want to understand why MapleAI trains domain models instead of looping blindly.
Hermon OS proposal contracts
The fields Hermon OS should produce when an AI-native operating system request becomes a typed proposal.
AI OS builders, platform engineers, and users evaluating Hermon OS demos.
DNA tokenization and safety classes
A deeper look at A/C/G/T strings, k-mers, BPE-style genome tokenization, and computational-only safety boundaries.
Students and researchers learning how Hermon DNA differs from wet-lab protocol generation.
Finance risk controls before model autonomy
Hermon Finance should produce read-only operational proposals with risk controls, audit receipts, and approval gates.
OpenIBank operators, compliance reviewers, and product builders.
Hermon Code contract evals
Why Wish coding agents require files_to_inspect, proposed_changes, tests, rollback, and actions.
Developers evaluating Hermon Code and Wish coding-agent workflows.