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fix(3.6.8): better Ollama error messages, empty-evidence findings go to needs-review, single-model vote warning
- models.rs: detect connection-refused and timeout on local providers (ollama/litellm/llamacpp), show actionable error instead of raw reqwest - pipeline.rs: findings with empty evidence skip adversarial vote (which always rejects per 'default to rejected' prompt) and go straight to needs-review for human triage - pipeline.rs: warn when single-model panel + vote_n=1 (same model validates its own findings = weaker validation) - Bump version 3.6.7 → 3.6.8 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_011739wMqPJJPttTLLX6YoQH
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Claude Opus 4.6
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# NeuroSploit v3.6.7 — Release Notes
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# NeuroSploit v3.6.8 — Release Notes
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**Release Date:** August 2026
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**Codename:** Chain & Exploit
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**License:** MIT
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**Credits:** Joas A Santos & Red Team Leaders
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## Highlights
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## v3.6.8 — Bugfix: Ollama error handling, empty-evidence validation, single-model warnings
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- **Better Ollama/local provider error messages.** Connection-refused and timeout
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errors now name the provider, URL, and suggest checking if the server is running.
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Previously showed raw reqwest errors.
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- **Empty-evidence findings skip the vote and go straight to `needs-review`.**
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Findings with no evidence are unverifiable by the adversarial validator (which
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always rejects "no evidence" per its system prompt). Now they bypass the vote
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and are flagged for human review instead of being silently dropped.
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- **Single-model + vote_n=1 warning.** When only one model is configured and
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vote_n is 1, the pipeline emits a warning that validation is weaker (same model
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validates its own findings).
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---
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## v3.6.7 Highlights
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- **CVE exploitation pipeline — 4 new agents.** `cve_version_fingerprint` (pin
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exact versions) → `cve_research_analyst` (map to NVD/GHSA, judge reachability) →
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