One communication maths, different species channels

Communication is treated as a signal-driven change in shared state: u: H_t → H_t+1. This public reader shows only species for which the current data support a traceable partial map to that operator. The bubbles are readable projections, never the evidence used to build the map.

Production target

animal-chats.pages.dev

Built from analysis tables into web/data.json, then served as this static reader.

mapped species reader threads Cloudflare Pages

Reader contract

Map the effect, not an English codeword.

Signal → shared-state update → value/emotion geometry → guarded reader projection. Validation strength is shown separately.

Bat Calls

Egyptian Fruit Bat Calls

Pick an annotated call thread

Choose a bat thread.

These are cautious reader views from field annotations, not word-for-word translations.

Animal Chats

Pick a chat to read it

Choose a conversation.

Read the signals of closeness, stress, repair, and coordination that make whale lives feel social and worth protecting.

Who talks with whom

Bigger circle = more talkative. called together sound alike · tap a whale to see its chats.

Insights

What the whales seem to be doing

Background patterns kept separate from the chat view, for people who want to look under the hood. The public reader is tuned to make the social and emotional journey legible.

One communication maths, different species channels

What the whales seem to be doing

External grounding data

Storytelling, teaching & social learning

Newly quantified discoveries

Pipeline readiness & compute

How we keep it honest