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AI Objectives Institute

What AI Objectives Institute does

AI Objectives Institute (AOI) is a non-profit AI research and R&D lab focused on “decoding and realigning incentives” that shape the trajectory of advanced AI and broader economic/social systems. AOI’s stated emphasis is on ensuring that both AI and future economic systems are built and deployed with “genuine human objectives” at their core, enabled by public input, free markets, and scalable cooperation.

In its public research agenda (whitepaper released February 2023), AOI argues that problems in AI alignment have continuity with institutional design, economic regulation, and personal autonomy—so techniques and interventions can flow between AI safety and fields such as economics and governance. AOI frames its work across themes including governance with AI (scaling cooperation), alignment of markets and AI systems (and other “optimizers”), human disempowerment and structural risks, and AI in global supply chains.

Operationally, AOI combines theoretical work with applied prototypes/tools. Its featured applied projects include Talk to the City, an open-source LLM interface intended to support collective deliberation by analyzing qualitative input and clustering similar arguments; and the AI Supply Chain Observatory (AISCO), described as improving shared ability to respond to supply chain disruptions by identifying early warning indicators and root causes. The organization also lists research programs such as Moral Learning and Transformative Simulations Research.

From a strategic position standpoint, AOI’s public record shows (a) continued investment in deliberation/collective-agency tooling and (b) ongoing publication and productization of tools/research briefs, supported by philanthropic grants in 2023 and 2026 (notably from the Future of Life Institute).

News

Company record

Jun 29, 2026 · Official · AI • Objectives • InstituteWhat Jobs Can AI Learn? Measuring Exposure by Reinforcement Learning

AOI published a research post describing a method (RL Feasibility Index) for scoring ONET tasks and analyzing learnability versus AI exposure.

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Jun 29, 2026 · Official · AI • Objectives • InstituteAI, Automation, and Expertise

AOI published a research post presenting results on how automation and AI exposure interact with expertise thresholds, using international job-posting data.

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May 12, 2026 · Official · Future of Life InstituteAI Objectives Institute: support for labor unions through Talk to the City (T3C) (Future of Life Institute grant listing)

Future of Life Institute published a grant listing for AOI describing support for labor-union work via the Talk to the City platform.

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Apr 18, 2024 · Official · AI • Objectives • InstituteAnnouncing Colleen McKenzie as the New Executive Director of the AI Objectives Institute

AOI announced Colleen McKenzie as Executive Director; the post also describes leadership transition details involving Deger Turan and Colleen’s prior AOI roles.

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Mar 23, 2023 · Official · AI • Objectives • InstituteIntroducing Talk to the City: Collective Deliberation at Scale

AOI published a post describing Talk to the City as an LLM-based deliberation tool, including stated deliverables, status, and a description of the tool’s intent and approach.

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2023-00-00 · Official · Future of Life InstituteSupport for Talk to the City and Moral Mirror projects (Future of Life Institute 2023 grant listing)

Future of Life Institute published a 2023 grants listing showing an AOI grant amount and a project summary.

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Source map · 2 recurring channels · 43 references
AI Objectives InstituteOfficial Site · monitor↗MTS Frontier / Control RoomCurated Feed · monitor↗Future of Life InstituteOfficial Reference · reference↗Official organization sourceOfficial Reference · reference↗agentbody.ioReporting · reference↗aoiarticles.substack.comReporting · reference↗arxiv.orgReporting · reference↗autism.orgReporting · reference↗axios.comReporting · reference↗causeiq.comReporting · reference↗cmaoi.orgReporting · reference↗commonfund.nih.govReporting · reference↗dacdb.comReporting · reference↗device.reportReporting · reference↗en.wikipedia.orgReporting · reference↗files.nitrd.govReporting · reference↗fr.wikipedia.orgReporting · reference↗freiheit.orgReporting · reference↗futureoflife.orgReporting · reference↗givefreely.comReporting · reference↗govtribe.comReporting · reference↗grants.watchReporting · reference↗greenhouse.comReporting · reference↗img1.wsimg.comReporting · reference↗informationequity.orgReporting · reference↗irs.govReporting · reference↗learn.greenhouse.ioReporting · reference↗linkedin.comReporting · reference↗longterm-wiki.vercel.appReporting · reference↗mlit.go.jpReporting · reference↗nsf.govReporting · reference↗oneaimil.orgReporting · reference↗philanthropy.orgReporting · reference↗pp-990-rendered.s3.us-east-1.amazonaws.comReporting · reference↗projects.propublica.orgReporting · reference↗pt.wikipedia.orgReporting · reference↗reddit.comReporting · reference↗roundpaper.comReporting · reference↗sotwe.comReporting · reference↗spyderproxy.comReporting · reference↗static.ie.eduReporting · reference↗talktothe.cityReporting · reference↗thegreenhouse.aiReporting · reference↗twstalker.comReporting · reference↗zeffy.comReporting · reference↗

Still resolving: Newsroom · Official X

What it builds

Talk to the City (T3C)

An open-source LLM interface for improving collective deliberation and decision-making by analyzing detailed, qualitative data; it aggregates responses and arranges similar arguments into clusters, and is described as producing summaries, visualizations, and reports.

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AI Supply Chain Observatory (AISCO)

A project described as improving shared ability to respond to supply chain disruptions by identifying early warning indicators and root causes, and offering a platform for practitioners to share and publish practices intended to strengthen supply chains and resiliency.

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Milestones & partnerships