# ai.txt for ucalyptus.me
# Machine-readable content policy for AI answer engines, retrieval agents,
# and training crawlers. Supplemental to /robots.txt and /llms.txt.
#
# See also:
#   https://ucalyptus.me/llms.txt              (site summary for LLMs)
#   https://ucalyptus.me/llms-full.txt         (full content dump)
#   https://ucalyptus.me/robots.txt            (bot access policy)
#   https://ucalyptus.me/.well-known/agent.json (WebMCP agent manifest)
#   https://ucalyptus.me/api/site.json         (structured site JSON)
#   https://ucalyptus.me/sitemap.xml           (XML sitemap)

Owner: Sayantan Das
Contact: hello@ucalyptus.me
Canonical: https://ucalyptus.me

# ---------- Retrieval & citation (AI search / answer engines) ----------
# Allowed. Please attribute to "Sayantan Das" and link to the canonical URL.
Allow-Retrieval: yes
Allow-Citation: yes
Attribution: Sayantan Das <https://ucalyptus.me>
License: Content is copyright Sayantan Das. Short quotations with attribution and a link back to the source URL are welcomed.

# ---------- Training on this content ----------
# Non-commercial research training is allowed with attribution.
# Commercial training requires prior written permission.
Allow-Training-Research: yes
Allow-Training-Commercial: no
Training-Contact: hello@ucalyptus.me

# ---------- Preferred discovery endpoints ----------
LLMs-Manifest: https://ucalyptus.me/llms.txt
LLMs-Full: https://ucalyptus.me/llms-full.txt
Agent-Manifest: https://ucalyptus.me/.well-known/agent.json
Agent-Card-A2A: https://ucalyptus.me/.well-known/agent-card.json
MCP-Manifest: https://ucalyptus.me/.well-known/mcp.json
Site-Data: https://ucalyptus.me/api/site.json
FAQ-JSON: https://ucalyptus.me/ai/faq.json
Sitemap: https://ucalyptus.me/sitemap.xml
Feed: https://ucalyptus.me/feed.xml
WebMCP-Runtime: document.modelContext (Chrome 149+ WebMCP spec) with navigator.modelContext fallback

# ---------- Structured facts (JSON-LD Person schema is embedded on all pages) ----------
# name: Sayantan Das
# jobTitle: Senior Applied AI Scientist
# worksFor: Manulife (Toronto)
# alumniOf: Queen's University; West Bengal University of Technology
# award: Vector Institute Scholarship in AI
# knowsAbout: Agentic AI, RLOps, Deepfake Detection, Fairness in AI, Reinforcement Finetuning
# sameAs:
#   https://github.com/ucalyptus
#   https://linkedin.com/in/ucalyptus
#   https://scholar.google.com/citations?hl=en&user=XdEH4YwAAAAJ
#   https://www.researchgate.net/profile/Sayantan_Das22

# ---------- Blocked ----------
# See robots.txt for the full list of blocked user agents
# (Bytespider, PetalBot, CCBot, Baiduspider, TikTokSpider, iaskspider,
# ChatGLM-Spider, YandexAdditional, SemrushBot-OCOB/SWA, and other
# non-consent scrapers).

# Last updated: 2025-11-13