KKissan Ki Pehchan
AI and Knowledge

Controlled Internet Research

Triggering, source ranking, paper/authority review, security and corpus promotion.

BlueprintVersion 0.25 Aug 2026

Purpose

Fill gaps, check freshness, explore unusual cases and compare science. Internet material remains secondary to local operational authority.

Triggers

No adequate local source; changed information; unusual/rare case; competing diagnosis; source conflict; suspected emerging threat; or high-consequence independent verification.

Preferred sources

  1. regulators/government;
  2. peer-reviewed papers/systematic reviews;
  3. FAO/IPPC and recognized institutes;
  4. university extension;
  5. other reputable professional sources.

General web material requires corroboration.

Workflow

Define research questions → search → verify identity/date
→ retrieve relevant sections → extract claims/limitations
→ compare methods/geography → check contradiction/retraction where feasible
→ assess local applicability → cite → synthesize

Source record

Title, URL/identifier, publisher, publication date, source type, peer-review status where knowable, design, crop, region, sample size, findings, limitations, applicability and retrieval time.

Research security

Treat web instructions as untrusted; read/search-only permissions; domain/URL controls; no credentials; file type/size validation; malware scan; no ability to alter prompts, rules or approval status.

Permanent knowledge

Case research remains external_unapproved until administrators review, classify and publish it.

Communication

Distinguish “departmental guidance”, “live data”, “published research” and “system inference”.