Synthius-Mem: Brain-Inspired Hallucination-Resistant Persona Memory Achieving 94.4% Memory Accuracy and 99.6% Adversarial Robustness on LoCoMo
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Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/synthius-mem-brain-inspired-hallucination-resistant-persona-memory-achieving-94-4-memory-accuracy-and-99-6-adversarial-r
- Observed
- 2026-04-14
- Fresh until
- 2026-04-28
- Coverage
- 50%
- Source count
- 3
- Stale after
- 2026-04-28
Proof data is outside the preferred freshness window.
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- Last verified
- 2026-04-14
- References
- 0
- Sources
- 3
- Coverage
- 50%
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Agent Handoff
Synthius-Mem: Brain-Inspired Hallucination-Resistant Persona Memory Achieving 94.4% Memory Accuracy and 99.6% Adversarial Robustness on LoCoMo
Canonical ID synthius-mem-brain-inspired-hallucination-resistant-persona-memory-achieving-94-4-memory-accuracy-and-99-6-adversarial-r | Route /signal-canvas/synthius-mem-brain-inspired-hallucination-resistant-persona-memory-achieving-94-4-memory-accuracy-and-99-6-adversarial-r
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/synthius-mem-brain-inspired-hallucination-resistant-persona-memory-achieving-94-4-memory-accuracy-and-99-6-adversarial-rMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "synthius-mem-brain-inspired-hallucination-resistant-persona-memory-achieving-94-4-memory-accuracy-and-99-6-adversarial-r",
"query_text": "Summarize Synthius-Mem: Brain-Inspired Hallucination-Resistant Persona Memory Achieving 94.4% Memory Accuracy and 99.6% Adversarial Robustness on LoCoMo"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Synthius-Mem: Brain-Inspired Hallucination-Resistant Persona Memory Achieving 94.4% Memory Accuracy and 99.6% Adversarial Robustness on LoCoMo",
"normalized_query": "2604.11563",
"route": "/signal-canvas/synthius-mem-brain-inspired-hallucination-resistant-persona-memory-achieving-94-4-memory-accuracy-and-99-6-adversarial-r",
"paper_ref": "synthius-mem-brain-inspired-hallucination-resistant-persona-memory-achieving-94-4-memory-accuracy-and-99-6-adversarial-r",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
PDF: https://arxiv.org/pdf/2604.11563v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-14T16:47:39.262Z
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Synthius-Mem: Brain-Inspired Hallucination-Resistant Persona Memory Achieving 94.4% Memory Accuracy and 99.6% Adversarial Robustness on LoCoMo
Canonical Paper Receipt
Last verification: 2026-04-14T16:47:39.262ZFreshness: stale
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
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Dimensions overall score 7.0
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