Read the equation
κ real is the source’s verification-confidence factor in the effective substrate-allocation rule. Its intended purpose is to suppress updates from unverified content. The claimed protection depends on how verification confidence is computed and whether zero confidence actually gates every update path.
Terms & definitions
The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.
How it works
Read κ^real as the quantity being defined or updated by this relation.
Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.
Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.
Assumptions & limits
Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.
Original context
Read the surrounding source passage
STAGE 2: TRUTH MODULATION + NOVELTY SUPPRESSION π²_s = π¹_s × κ^real_s × e^(-α_ν × ν_s) κ^real = verification confidence (unverified content can't accumulate coherence) ν = novelty score (brand new substrates downweighted until stable) THIS IS THE ANTI-HALLUCINATION GATE ▼
Exact original notation
κ^real = verification confidence (unverified content can't accumulate coherence)
Related builds
Sources & provenance
κ^real = verification confidence (unverified content can't accumulate coherence)
κ^real = verification confidence (unverified content can't accumulate coherence)