Research Frontier
A scientific horizon map of emerging directions.
PastCurrentFuture
RAG
Adaptive Retrieval
Agentic Retrieval
Self-Evolving Retrieval┄┄┄→
Persistent Multimodal Memory┄┄┄→
Autonomous Evidence Verification┄┄┄→
Self-Evolving Retrieval Systems
FORECAST
Confidence
high
Observed momentum
86
Cross-topic convergence
78
Novelty
79
Why?
01Citation velocity
02Publication growth
03Emerging terminology
04Cross-topic convergence
Supporting evidence
142
Counter-signals
18
Relevant papers
67
Forecast: high · This is a model-generated projection. Treat as a directional signal, not a certainty.
Research Opportunities
Persistent Multimodal Memory for Research Agents
Combining retrieval, episodic memory, and multimodal perception
Novelty
94
Momentum
82
Competition
48
Difficulty
79
Self-Evolving Retrieval Policies
Retrieval systems that improve from interaction history
Novelty
88
Momentum
76
Competition
41
Difficulty
71
Verifier-Reasoner Co-scaling
Jointly scaling process verifiers and reasoners
Novelty
79
Momentum
68
Competition
55
Difficulty
66
Evidence-Aware Test-Time Search
Search that verifies intermediate reasoning steps against sources
Novelty
81
Momentum
61
Competition
38
Difficulty
73