R&D Updates

Hypothesis Mesh: Recall Without Hallucinations

Distill tool-chains; recall by evidence; ANC replays.

Last updated · Nov 7, 2025

Hypothesis Mesh distillation and recall diagram

Strategy Cards are compact distillations of our strongest tool chains. Hypothesis Mesh routes those cards into ReasoningBank—our memory layer inspired by the cutting-edge research from Ouyang et al.—so we can learn from both successful and failed sequences before ANC (Autonomous Neural Cortex) replays them with fresh evidence.

Insights

  • Strategy cards distilled from real runs
  • ReasoningBank memory scoped by session/user
  • ANC replays close the loop for audited autonomy

Proof & Highlights

Strategy cards distilled from real runs

ReasoningBank memory, scoped by session/user

ANC replays for audited autonomy

Hypothesis Mesh distills each vetted tool chain into a Strategy Card: a glass capsule describing the context, helper sequence, and guardrails that produced a trustworthy insight. Those cards flow into ReasoningBank, the memory framework highlighted in the ReasoningBank paper (Ouyang, Yan, Hsu et al.), so we retain the lessons from both self-judged wins and failures instead of starting cold on every mission.

When a new request arrives, the mesh queries ReasoningBank for the most relevant cards, scopes them to the current session/user, and lets ANC (Autonomous Neural Cortex) replays rerun the sequence with fresh telemetry. Each replay emits the same handshake_light/full events, x402 receipts, and capsule lineage you see elsewhere in Seeker’s neural core, keeping recall grounded in evidence rather than hallucinated summaries.

Evidence cited

  • docs/research/neural-core/hypothesis-mesh-design.md
  • docs/research/neural-core/strategy-shadow-core-design.md
  • docs/research/neural-core/autonomous-neural-cortex.md

Summary

Hypothesis Mesh: Recall Without Hallucinations

Updated · Nov 7, 2025

Evidence highlights

  • docs/research/neural-core/hypothesis-mesh-design.md
  • docs/research/neural-core/strategy-shadow-core-design.md
  • docs/research/neural-core/autonomous-neural-cortex.md

Citations policy

Proof statements cite internal docs only. No external links, prompts, or strategy text.