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IABTechLab / buyer-agent Public

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Fix CPM hallucination: remove fallbacks, add pricing provenance, LLM guardrails#79

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atc964 wants to merge 4 commits intomainIABTechLab/buyer-agent:mainfrom

feature/cpm-hallucination-fixIABTechLab/buyer-agent:feature/cpm-hallucination-fixCopy head branch name to clipboard

Conversation Commits4 (4)Checks Files changed

Open

Fix CPM hallucination: remove fallbacks, add pricing provenance, LLM guardrails#79
atc964 wants to merge 4 commits intomainfrom
feature/cpm-hallucination-fix

Commits

Commits on Mar 31, 2026

Remove hardcoded CPM fallbacks that fabricate pricing (Layer 2a)

atc964
and
claude
committed
Add pricing discipline guardrails to all LLM agent prompts (Layer 3)

atc964
and
claude
committed
Add pricing provenance tracking to prevent CPM fabrication (Layer 2b)

atc964
and
claude
committed
Merge branch 'fix/llm-pricing-guardrails' into feature/cpm-hallucination-fix
atc964
committed

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