README.md

TRM_Genesis_RealWorld_15k

Developer / Brand: Within Us AI

A TRM (Tiny Recursive Model) dataset upgraded for real-world truth:

• Every example is fact-based Q&A
• Each answer includes fact_sources (citations) and a verification tag
• Prompts remain TRM-native: short, constraint-aware, and optimized for tiny contexts

Size

• 15000 examples (JSONL)

Schema

Each line is a JSON object:

• prompt.messages: chat prompt (Question)
• response: factual Answer
• fact_sources: list of citations (title + reference id)
• meta: includes developer_brand, verification, retrieved_at_utc, source, etc.

Fact topics included (core set)

• TCP three-way handshake (RFC 793 + Microsoft + MDN)
• JSON literals (RFC 8259)
• NIST password minimum length (NIST SP 800-63B)
• IEEE 754 rounding ties-to-even
• Euclidean algorithm gcd recursion
• Master theorem recurrence form (MIT OCW)

Attribution

Within Us AI