Nishi FamilyCompare › Frontier Radar

Frontier Radar — Deep Research and Answer Engines

Where the 2025/26 research frontier is moving, and where Nishi should test, deepen, or research next.

How this works. The nishi researcher banked the current (2024-2026) frontier for this domain over sovereign TLS (keyless OpenAlex/arXiv). For each capability axis this radar measures frontier momentum = how often the frontier corpus mentions it, times our organ presence (probed on disk). Absent + hot = a research opportunity / where to test. Corpus measured: 2346704 bytes. Generated by nx_swcompare_gapmap over a data-only domain spec (deepresearch.q + deepresearch.axes) — zero domain-specific code.
Top research opportunities (the 2025/26 frontier is active here and Nishi has no organ yet):
Capability axisNishi organFrontier momentum (2025/26)Signal
QA F1 / EM scoringpresent
66 mentions
COVERED
Sovereign fetch-and-bank pipelinepresent
56 mentions
COVERED
Adversarial refutation / verificationabsent
48 mentions
OPPORTUNITY
Multi-hop QA readerpresent
15 mentions
COVERED
Neural reranker (cross-encoder)absent
11 mentions
OPPORTUNITY
Multimodal report outputabsent
9 mentions
OPPORTUNITY
Findings ledger (compounding memory)present
8 mentions
COVERED
LLM synthesis / report generationabsent
6 mentions
OPPORTUNITY
RL-trained research agentabsent
2 mentions
OPPORTUNITY
Served research APIabsent
1 mentions
OPPORTUNITY
Distributional embeddingspresent
0 mentions
COVERED
Lexical retrieval (BM25)present
0 mentions
COVERED
Dense vector retrievalpresent
0 mentions
COVERED
PPMI semantic matrixpresent
0 mentions
COVERED
Trained word embeddingspresent
0 mentions
COVERED
Corpus semantic retrievalpresent
0 mentions
COVERED

Opportunities 6 · covered 10 · dormant 0

frontier momentum is a mechanical keyword count over real 2024-2026 works; our presence is probed on disk. A discovery signal, not a ranking of importance. Zero JS, zero trackers.