Proof pending. This topic has not reached the minimum paper threshold yet.
The practice of fine-tuning Large Language Models (LLMs) has achieved state-of-the-art performance on specialized tasks, yet diagnosing why these models become brittle and fail to generalize remains a...
Reasoning failures in large language models (LLMs) are typically measured only at the end of a generation, yet many failures manifest as a process-level breakdown: the model "loses the thread" mid-rea...
Freshness
Canonical route: /topics
Agent Handoff
Canonical ID ai-diagnostics | Route /topic/ai-diagnostics
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/topic/ai-diagnosticsMCP example
{
"tool": "search_papers",
"arguments": {
"query": "AI Diagnostics",
"cluster": "AI Diagnostics"
}
}source_context
{
"surface": "topic",
"mode": "topic",
"query": "AI Diagnostics",
"normalized_query": "ai-diagnostics",
"route": "/topic/ai-diagnostics",
"paper_ref": null,
"topic_slug": "ai-diagnostics",
"benchmark_ref": null,
"dataset_ref": null
}Use This Via API or MCP
Topic pages bundle paper counts, viability trends, author concentration, and top questions into one canonical surface your agents can reference before they open Signal Canvas or create a workspace.