Santiago de Chile

Santiago is one of the four bioregional pilots in PLANETAI, alongside Barcelona, Boston, and Bali. Within the program's pilot stratification it is currently classified P1 — meaning a strong methodology partnership and an existing data-infrastructure lineage to extend, with the open challenge that ~75% of the metropolitan economy is informal and therefore invisible to standard Economic-pillar measurement instruments such as ECI.

The pilot is anchored on UC Diseño (Pontificia Universidad Católica de Chile, Faculty of Design) with Tomás Vivanco as PLANETAI lead (Director of Fab Lab Austral, joint UC + MIT CBA + Fab Foundation, CORFO-supported, Puerto Williams), and methodologically partnered with FAIR (Núcleo Milenio Futures of AI Research, ANID Millennium Initiative — four PIs across UC, UTFSM Valparaíso, and UDP).

The pilot's distinctive role within the network is the dual-bioregion testing range: Santiago Metropolitan (megacity scale, ~75% informal economy as a measurement challenge) and Patagonia / Tierra del Fuego (sub-Antarctic remote community via Fab Lab Austral) test the framework across two extremes of the same national context. FAIR adds a reflexive AI-governance research layer that complements PLANETAI's measurement infrastructure with a planned year-3 critical case study of the project itself.

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Santiago Metropolitan Region open-data portals. Named in v18; depth and cadence verification before kickoff (specifically: which datasets are published at sub-annual, district resolution).

Smart Citizen Santiago infrastructure. CORFO 17VEIPE-78921 funded. SDS011 + ESP8266 + BME280 low-cost PM / temperature / RH sensor stack, with prior co-location calibration at Mario Molina Center reference stations. Published in Environmental Monitoring and Assessment (Springer 2020): 24-hour PM2.5 was adequate; 1-hour was biased; PM10 was inadequate. The pilot starts from this lineage rather than from cold. (Springer paper)

Bioplástico Territorial. National biomass availability map, working data-driven platform extensible to bioregional resolution. Direct contribution to the Economic and Environmental pillars at Bioregion and Region tiers.

Chile's SMA Environmental Intelligence (EI) system. Tironi's research analyses the Environmental Superintendence's eco-algorithmic governance from the outside; FAIR brings critical / insider knowledge of how state environmental monitoring actually works in Chile.

ChileCompra national procurement portal. Public domain. Already in the PLANETAI awesome-fabcity-data list — canonical H₀-A action-latency baseline for Santiago. (ChileCompra)

LAKLEMS (Latin America KLEMS, IDB-maintained). Sectoral productivity database for 18 Latin American economies including Chile. Region-tier Economic-pillar signal source; in PLANETAI's planned-connectors backlog.

These are the questions where partner input is most welcome — measurement-design challenges, named technical leads, sub-pilot inclusion.

• 75% informal-economy invisibility. Santiago's distinctive measurement challenge: standard ECI / Metroverse instruments understate or miss the informal economy that constitutes the majority of metropolitan activity. The Bioplástico Territorial methodology (territorial biomass mapping + community-based recipe collection) suggests a transferable approach. Joint scoping with Vivanco + FAIR before kickoff to translate that methodology into the H₀-T measurement design.
• FAIR's reflexive role as a project deliverable. FAIR's research focus on critical AI governance complements PLANETAI's measurement infrastructure. Proposed scope: a year-3 open critical case study of PLANETAI as a state / foundation-funded AI infrastructure project, authored by FAIR and published as a project deliverable. This frames FAIR's reflexivity as an asset rather than a parallel critique. Worth confirming with Tironi before publishing this expectation in partner-facing material.
• FAIR's named technical AI / ML lead. UTFSM's Claudia López is the candidate ML lead on the FAIR side. Confirm with FAIR + UTFSM before partner-facing material claims her capacity.
• Fab Lab Austral inclusion. Is the Patagonia / Tierra del Fuego node in scope as a sub-pilot or sister site, or is Santiago strictly metropolitan? The dual-bioregion framing is a distinctive contribution; the practical question is grant-period scope. Vivanco–Diez decision before kickoff.
• Santiago Metropolitan Region open-data depth. Which specific community-throughput datasets are published at the resolution H₀-T needs (sub-annual, district-level)? Pre-kickoff verification.

Drafted from the working-notes brief; partner pushback on any of these is the point of this page.

The Santiago pilot is the dual-bioregion testing range — Santiago Metropolitan (megacity informal economy) and Patagonia / Tierra del Fuego (Fab Lab Austral, sub-Antarctic remote community) — extending the framework across two extremes of the same national context. Three pivots:

First, plug into the Bioplástico Territorial + Smart Citizen Santiago lineage rather than building parallel infrastructure. Vivanco's existing data platforms cover Economic and Environmental pillars at multiple tiers, with co-location-calibrated low-cost sensor methodology already published. PLANETAI Santiago extends rather than replaces.

Second, frame FAIR as the reflexive-governance partner with a planned year-3 critical-case-study deliverable. FAIR's published research on state-funded AI in Chile (including Performing Productivity, an analysis of 205 such projects) will inevitably engage PLANETAI as one of its subjects; making the reflexive case study an explicit deliverable transforms a parallel critique into a planned scientific contribution. UTFSM's Claudia López remains the operational ML / technical lead.

Third, scope Fab Lab Austral as a sister sub-Antarctic site for cross-bioregional testing. Patagonia is an entirely different bioregion from Santiago Metro; the dual-site framing tests the framework's generalisability across radical scale and ecological contrast within a single national context.

The pilot's distinctive contribution is methodological generalisability across extremes: if PLANETAI's measurement substrate works for both the most austral fab lab in the world and a Latin American megacity with majority-informal economy, that's a substantially stronger generalisability claim than four pilots of the same kind. Land it through Vivanco (UC Diseño + Fab Lab Austral) + Tironi (FAIR + UC Diseño Department Head) + Claudia López (UTFSM, technical AI / ML lead) + a named Santiago Metropolitan Region open-data counterpart.