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Lesson 10 · Practice

Taina

An AI assistant that communities shape

40 min · Lesson 10 of 13

Field sketch for lesson 10, Taina

Goal

Understand how Taina works, what communities changed about her and where she still falls short, then design the personality and first rules of an assistant for your own community.

Read

Taina is an AI assistant that lives in Telegram. You send her a photo, a voice note or a message about something you found. She asks what you already know about it, suggests what species it might be, and checks whether that sounds right to you. If you want, she saves it as an observation with its local name and any story you want to keep with it, and publishes it to your community's record when you say yes.

She started in 2023 as a prototype called ChatNaturally, built for the XPRIZE Rainforest semi-finals in Singapore. In Manaus the next version was called Dora, after Dora the Explorer. The communities who tested it suggested a better name: Taina. Marina Mura later wrote that her village ended up "falling in love with" the project, which they renamed "Taina, the guardian of the forest."

Her design came out of early mistakes. On the team's first visits to the Amazon, they found that forms, and even simple labels like "plants" and "animals", did not fit how groups like the Kayapó organise what they know. Much of that knowledge passes from person to person by speaking. So Taina is built for conversation. She asks follow-up questions and invites stories, and she accepts voice notes, photos and text in several languages.

Photographing a katydid for Taina at Parque das Tribos, Manaus, 2026
Photographing a katydid for Taina at Parque das Tribos, Manaus, 2026

In 2026 we brought a new version to Parque das Tribos. Each community now runs its own Taina on a Raspberry Pi, and a local champion decides who can use it. At the end of the workshop people wrote what they thought on a big sheet of paper. They liked that she helped them identify species and taught them about plants and animals. They did not like that she failed to understand voice messages in their local dialects, repeated symbols too often and never changed her tone. Under the things they liked, without anyone prompting them, someone wrote: "We can correct it when it's wrong."

Later that week, at Arte & Escola na Floresta, we tried something new. We showed the group two versions of Taina we had made on purpose. One told bad dad jokes. The other was melancholic and sighed about the state of the forest. Once everyone had laughed, the group got serious and redesigned her from scratch. They wanted her happy, curious, sincere, friendly, focused, and provocative enough to make you think. They did not want long messages, a formal tone, or answers that feel like filling in a form. Then they spent half an hour arguing about whether she should be allowed to make bad jokes.

Some things they could not fix in an afternoon. Speech recognition still does not serve most Indigenous and regional ways of speaking. That is a limit of today's AI models, and it shows who those models were built for. The team also went home with practical work: a way around Telegram's SMS fee, and a way to edit observations after they are uploaded.

What makes Taina worth studying is that her rules are in the open. Her personality lives in a plain text file that each community can read and change. She runs on hardware the community holds, as in lesson 07. Her data council decides what she publishes, as in lesson 08. And people who use her think of themselves as people who can correct her. That last part did not come from the code.

Try it

Exercise 1

Design your assistant's personality

Small groups · 25 min

  1. 1Give the assistant a name, or decide that it does not need one. Write down why.
  2. 2Choose three words for how it should sound. At Arte & Escola na Floresta the group chose happy, curious, sincere, friendly, focused, and provocative enough to make you think.
  3. 3Write what it must never do. Long messages? A formal tone? Answers that feel like filling in a form?
  4. 4Decide which language and dialect it uses, and what it does when it does not understand someone.
  5. 5Write what it should ask back. Taina first asks what you already know about the plant or animal in your photo, before she suggests a name.
  6. 6Add three house rules from lesson 04 and fill in the canvas.

Exercise 2

Play the assistant

Pairs · 10 min · one phone

  1. 1One person plays the assistant and answers only as the personality card says. The other sends three messages: a photo description, a question, and a request that breaks a rule.
  2. 2Swap roles. Then change one line on the card that did not work.

Print for this lesson

Check yourself

Question 1 of 3

Why does Taina ask people to tell stories and send voice notes instead of filling in forms?

Question 2 of 3

At Parque das Tribos, Taina often failed to understand voice messages. Why?

Question 3 of 3

A company offers your community an assistant just like Taina, in your language, but its rules are hidden and cannot be changed. Who governs that assistant?

Sources

  1. 1.GainForest blog, #MeetTaina: GainForest's new AI bot for Amazon conservation (April 2024)
  2. 2.GainForest blog, GainForest's journey with ETH BiodivX, part 1: the tech (June 2024)
  3. 3.GainForest blog, What we learned by listening: deploying conservation AI in the Amazon (June 2026)
  4. 4.GainForest blog, What a community taught an AI about itself (June 2026)
  5. 5.Pi-Tainá, open-source code
  6. 6.Taina on Telegram