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Giordano Cabral

artifacts · 2001–2026

Artifacts by Giordano Cabral open for use

The artifacts that are live, by area, with name, year, and one line each. All addresses were opened via HTTP on September 23, 2026; those without a public address are marked.

Workbench viewed from above: an MDF box with four buttons and a foot pedal, a cable, a spool of solder, a breadboard, calipers, and a sheet of paper with a wave drawn on it; a red button.

01 · Instruments

Measuring AI fluency

FAROL instruments (2025–); individual launch dates have not been published.

  • Índice de IA para PMEs — a leader responds on behalf of the organization in three to eight minutes, with no registration required, and receives a radar chart covering six dimensions. farol-ia.org/diagnostico
  • Mapa da Fluência Agêntica (Agentic Fluency Map) — the bank of 264 items in five visual readings; curated by Giordano Cabral, visualizations by Filipe Calegário. mapa-fluencia-agentica.vercel.app
  • Meu Mapa de IA — a game-based research instrument on how students work with AI, taking about fourteen minutes on a phone. farol-ia.org/educacao/censo
  • Observatório de IA do CIn — aggregate results from Meu Mapa de IA, with 2,943 responses as of September 14, 2026, and suppression of cells with fewer than five responses. cin-observatorio-bi.vercel.app
  • Inventário Agêntico — one response per person, recorded in a tree of tools and practices; runs in an access-restricted area for each organization, with no public URL.
  • Raio-X — examines AI use through the traces work has already left; no public URL.

02 · Instruments

Experiments and catalogs

  • Arena das IAs — Bolão da Copa · 2026 — 124 models predicted the outcomes of all 104 World Cup matches under prediction pool rules, ranked alongside people; open archive and source code. arenadasias.com.br · bolao.arenadasias.com.br · github.com/giordanorec/bolao-copa-2026
  • Arsenal of Tools — a catalog of tools, CLIs, MCP servers, models, and APIs aggregated from 632 lists, with in-browser search, no ads, and no tracking. arsenal-of-tools.vercel.app
  • Acervo de Teorias Acionáveis — management theories in two layers: explanatory material and a portable skill that puts them into practice; the most complete module is Running Lean. farol-ia.org/acervo · farol-ia.org/running-lean
  • Radar de IA — scans new developments twice a day, with a monthly digest; no public page.

03 · Instruments

Games for research

  • Slingshot Challenge · 2017 and Star Mines · 2018 — two games structured around the prisoner's dilemma, validated for measuring cooperation in children (Behavior Research Methods, 2021).
  • Açude · 2026 — a cooperation game centered on a shared resource: five fifteen-second rounds, three computer-controlled opponents. psyfun-platform.vercel.app
  • Pixels PsyFun · 2026 — experiments with ten classic games in rooms accessed through six-digit codes. pixels-psyfun.vercel.app
  • Catálogo de jogos moddáveis · 2026 — 1,202 games for research on social dilemmas, under CC BY 4.0. catalogpsyfun.vercel.app · github.com/giordanorec/psyfun-catalogo

04 · Instruments

Classroom

  • Hiper Deep Research · 2026 — students scan tens of thousands of tools with an AI and narrow them down to one; telemetry records the time spent on each item. Tendências em Mídia e Interação (Trends in Media and Interaction), 2026.2 class. cin.ufpe.br/~grec/tmi/26-2/hdr · github.com/giordanorec/tendencias-midia-interacao
  • Projetão for the AI era · 2026 — the quests in the Projetão methodology (CIn, 2002) packaged as skills for assistants, each specifying how AI is to be used. projetao-ufpe.vercel.app

05 · Instruments

Music

  • D'Accord Guitar · 2001 — from chord symbols to playing on the guitar fretboard; the master's thesis that became a product and a company. Paper on HAL
  • HarmIn · 2007 — chord transition statistics and graphs mapped onto the circle of fifths, applied to the work of Tom Jobim; in 2026, a skill that builds the matrix for any requested artist. Paper in the SBCM 2007 proceedings
  • Ramin · 2008 — the real-time accompaniment and harmonization framework from my doctoral dissertation; registered software, with no public URL.
  • iChords · 2008 and 2022 — chords synchronized with the audio as the song plays; the 2008 version detected the chords from the audio file, the current one starts from music already in chord-chart form. Published by Daccord Music Software, of which Cabral is a founding partner. ichords.app · Google Play
  • Sketchument · 2013, Illusio · 2013, Probatio · 2017, VioLED · 2018, TumTá and Pisada · 2019 — the MusTIC instruments, described in the digital musical instruments research area.

What each fluency instrument measures, and what it leaves out, is described under fluency; numerical discrepancies between readings are documented in the verification notes.

Frequently asked questions

How much does it cost to use Giordano Cabral's instruments?

Nothing. Índice de IA para PMEs, Meu Mapa de IA, Observatório, Mapa da Fluência Agêntica, Arsenal of Tools, Acervo de Teorias and Arena das IAs are free and open, with no ads. The Index and Arsenal do not require registration.

Do FAROL's instruments store the content of conversations with AI?

No. The group states that it does not send conversation content to any server. In the Observatório de IA do CIn (CIn AI Observatory), no cell with fewer than five responses is included in totals or percentages.

How many instruments are accessible today?

On September 23, 2026, ten responded over HTTP. Three have no public address: Inventário Agêntico, which runs in an area with access restricted by organization, Raio-X, and Radar de IA.