mirror of
https://github.com/onestardao/WFGY.git
synced 2026-05-05 15:30:28 +00:00
87 lines
2.7 KiB
Markdown
87 lines
2.7 KiB
Markdown
# 🧠 Problem: Agent Memory Drift
|
||
|
||
Multi-agent systems often suffer from unstable shared memory, where agents begin to diverge in understanding, contradict prior knowledge, or loop back into outdated context.
|
||
|
||
---
|
||
|
||
## ❌ Symptoms
|
||
|
||
- Agents referencing outdated or inconsistent memory.
|
||
- Coordination breakdown between autonomous agents.
|
||
- Contradictory replies from agents within the same session.
|
||
- Recursive loops or forgotten context in multi-turn tasks.
|
||
|
||
---
|
||
|
||
## 🧨 Why it happens
|
||
|
||
Typical agent frameworks rely on shallow memory mechanisms:
|
||
|
||
- No true semantic memory tree.
|
||
- Global memory updates overwrite partial local knowledge.
|
||
- Memory references are stateless and lack ΔS-based coherence checks.
|
||
- Agents lack awareness of shared knowledge boundaries.
|
||
|
||
This leads to chaotic drift across agents or over time — especially in recursive or branching workflows.
|
||
|
||
---
|
||
|
||
## ✅ WFGY Solution
|
||
|
||
WFGY builds a **Tree-based Semantic Memory** system with:
|
||
|
||
| Technique | Module | Purpose |
|
||
|----------|--------|---------|
|
||
| 🌲 Semantic Tree memory | BBMC / Tree Engine | Tracks knowledge by ΔS coherence, not token span. |
|
||
| 🪢 Cross-agent anchoring | BBCR | Resolves conflicting paths by ΔS and node linking. |
|
||
| 🧭 Identity mapping | BBPF | Allows each agent to mark, branch, and verify shared state. |
|
||
| 🧱 Memory barrier tagging | BBMC | Blocks invalid context reuse based on semantic residue. |
|
||
|
||
---
|
||
|
||
## 🔍 Technical View
|
||
|
||
The Tree engine stores memory nodes indexed by semantic tension (ΔS).
|
||
Agents can fork logic, revisit nodes, and compare ΔS paths to ensure consistency.
|
||
Conflicts trigger BBCR correction or request clarification.
|
||
|
||
This allows multiple agents to operate on:
|
||
|
||
- Shared memory with traceable logic state.
|
||
- Divergent paths with guaranteed semantic boundaries.
|
||
- Auto-correction when drift or residue exceeds threshold.
|
||
|
||
---
|
||
|
||
## 📊 Status
|
||
|
||
| Feature | Status |
|
||
|--------|--------|
|
||
| Tree memory across agents | ✅ Stable |
|
||
| Conflict resolution (ΔS-based) | ✅ Implemented |
|
||
| Realtime agent memory sync | 🟡 Planned |
|
||
| GUI memory inspection | 🟡 Planned |
|
||
|
||
---
|
||
|
||
## 🧪 Example Use
|
||
|
||
> "I have three agents solving parts of a document, but they contradict each other."
|
||
|
||
In WFGY:
|
||
|
||
- Each agent works from a shared Tree memory.
|
||
- Contradictions are detected when ΔS or residue mismatches arise.
|
||
- BBCR triggers re-sync or isolates faulty logic nodes.
|
||
|
||
---
|
||
|
||
## 🔗 Related Links
|
||
|
||
- [WFGY – Semantic Reasoning Engine](https://github.com/onestardao/WFGY)
|
||
- [TXT OS – Tree Memory System](https://github.com/onestardao/WFGY/tree/main/OS)
|
||
|
||
---
|
||
|
||
> WFGY prevents memory drift in autonomous systems, giving agents the ability to **reason, recall, and coordinate** across semantic time.
|
||
|