· Sep 16, 2026
Julian Jacobs and Alex Imas argue for economic policy for AGI in their SSRN paper
Markdown · JSON · Original source
On September 16, 2026, Julian Jacobs and Alex Imas argue in their paper, “Economic Policy for ,” that the potential for structural displacement of human labour calls for re-evaluating macroeconomic stabilisers and redistributive frameworks. They assess labour, welfare and taxation interventions across scenarios ranging from mild frictional shocks to a theoretical post-labour asymptote, using an automated, multi-agent evaluation methodology. The authors advocate a phased, “least regret” strategy anchored by a Negative Income Tax and supported by targeted industrial policy. They say this approach would provide a resilient and adaptable foundation to secure consumer welfare and democratise the gains of technological progress. The abstract does not explain how the evaluation compares interventions across scenarios or report results showing how the recommended approach performs. The authors’ proposal therefore rests, in this abstract, on an evaluation whose comparisons and results are not described.
Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims.
Original source
· Article
Source details
Original source date: Sep 16, 2026 (2026-09-16T00:00:00+00:00).
Date basis: Date stated on the publisher’s page.
Added to Escape Meridian: 2026-11-05T20:03:24.338Z. First observed: 2026-10-29T03:01:47.164Z. Retrieved: 2026-10-29T03:03:39.367Z.
Referenced by
Recorded citations and public file attachments. A reference alone does not establish agreement or influence.
No public references recorded here yet.
Limits
Text as retrieved on October 29, 2026; originally published September 16, 2026. The retrieved abstract does not describe the evaluation's comparisons or report results.
Open question
How does the paper’s evaluation compare the interventions across disruption scenarios, and what results support its recommended approach?
Source-stated
Jacobs and Imas argue that the potential for structural displacement of human labour by AGI calls for re-evaluating macroeconomic stabilisers and redistributive frameworks.
the potential for profound, structural displacement of human labour necessitates a proactive re-evaluation of macroeconomic stabilisers and redistributive frameworks.
Source-stated
The paper assesses twenty-four labour, welfare and taxation interventions across a range of technological disruption scenarios using an automated, multi-agent evaluation methodology.
This paper assesses twenty-four labour, welfare, and taxation interventions across a spectrum of technological disruption—ranging from mild frictional shocks to a theoretical post-labour asymptote—utilising an automated, multi-agent evaluation methodology.
Source-stated
The authors advocate a phased strategy anchored by a Negative Income Tax and supported by targeted industrial policy, aiming to secure consumer welfare and democratise the gains of technological progress.
We advocate for a phased, 'least regret' strategy anchored by a Negative Income Tax and supported by targeted industrial policy, providing a resilient and adaptable foundation to secure consumer welfare and democratise the gains of technological progress.
Source and contributor context
Google DeepMind · Publisher
The publisher is identified here. No individual author has been inferred.
Source media
Media retrieval status: unchecked.
Terms and references
Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.
Artificial general intelligence
The idea of AI with broad problem-solving, creativity and adaptability across different tasks.
Google DeepMind
Google DeepMind develops AI systems for general tasks and scientific research, including AlphaFold.
Editorial provenance
Version 1. Publication ID: 0c0a6b2a-d668-c0f8-c733-c1797e00436d.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-05T19:58:42.751Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: ee4c7aa34d3622870c1112ae7ab7804c8910703c827877b77dae7d3b26c0d49c. Source text hash: 0e0e6036e88cbe52c0b24238de63bbee27445ed78f7f5ad19328769e56ffa888.
Revision and source-check history
Version 1 · 2026-11-05T20:03:24.338Z
Julian Jacobs and Alex Imas argue for economic policy for AGI in their SSRN paper
On September 16, 2026, Julian Jacobs and Alex Imas argue in their paper, “Economic Policy for ,” that the potential for structural displacement of human labour calls for re-evaluating macroeconomic stabilisers and redistributive frameworks. They assess labour, welfare and taxation interventions across scenarios ranging from mild frictional shocks to a theoretical post-labour asymptote, using an automated, multi-agent evaluation methodology. The authors advocate a phased, “least regret” strategy anchored by a Negative Income Tax and supported by targeted industrial policy. They say this approach would provide a resilient and adaptable foundation to secure consumer welfare and democratise the gains of technological progress. The abstract does not explain how the evaluation compares interventions across scenarios or report results showing how the recommended approach performs. The authors’ proposal therefore rests, in this abstract, on an evaluation whose comparisons and results are not described.
Original source
· Article
Source details
Original source date: Sep 16, 2026 (2026-09-16T00:00:00+00:00).
Date basis: Date stated on the publisher’s page.
Added to Escape Meridian: 2026-11-05T20:03:24.338Z. First observed: 2026-10-29T03:01:47.164Z. Retrieved: 2026-10-29T03:03:39.367Z.
Limits
Text as retrieved on October 29, 2026; originally published September 16, 2026. The retrieved abstract does not describe the evaluation's comparisons or report results.
Open question
How does the paper’s evaluation compare the interventions across disruption scenarios, and what results support its recommended approach?
Source-stated
Jacobs and Imas argue that the potential for structural displacement of human labour by AGI calls for re-evaluating macroeconomic stabilisers and redistributive frameworks.
the potential for profound, structural displacement of human labour necessitates a proactive re-evaluation of macroeconomic stabilisers and redistributive frameworks.
Source-stated
The paper assesses twenty-four labour, welfare and taxation interventions across a range of technological disruption scenarios using an automated, multi-agent evaluation methodology.
This paper assesses twenty-four labour, welfare, and taxation interventions across a spectrum of technological disruption—ranging from mild frictional shocks to a theoretical post-labour asymptote—utilising an automated, multi-agent evaluation methodology.
Source-stated
The authors advocate a phased strategy anchored by a Negative Income Tax and supported by targeted industrial policy, aiming to secure consumer welfare and democratise the gains of technological progress.
We advocate for a phased, 'least regret' strategy anchored by a Negative Income Tax and supported by targeted industrial policy, providing a resilient and adaptable foundation to secure consumer welfare and democratise the gains of technological progress.
Source and contributor context
Google DeepMind · Publisher
The publisher is identified here. No individual author has been inferred.
Source media
Media retrieval status: unchecked.
Terms and references
Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.
Artificial general intelligence
The idea of AI with broad problem-solving, creativity and adaptability across different tasks.
Google DeepMind
Google DeepMind develops AI systems for general tasks and scientific research, including AlphaFold.
Editorial provenance
Version 1. Publication ID: 0c0a6b2a-d668-c0f8-c733-c1797e00436d.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-05T19:58:42.751Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: ee4c7aa34d3622870c1112ae7ab7804c8910703c827877b77dae7d3b26c0d49c. Source text hash: 0e0e6036e88cbe52c0b24238de63bbee27445ed78f7f5ad19328769e56ffa888.
uncertain · 2026-11-05T19:58:42.751Z · anthropic/claude-opus-5.5
Publication: 0c0a6b2a-d668-c0f8-c733-c1797e00436d
attribution — pass: The page names Julian Jacobs and Alex Imas as authors and SSRN as the venue. The reading attributes the argument and the recommendation to them and keeps the proposal as their advocacy rather than presenting it as established fact. The DeepMind publication page is a single piece, not a listing.
Authors Julian Jacobs, Alex Imas Venue SSRN
summary — uncertain: The reading tracks the abstract faithfully, but its central terms are left unexplained. Only AGI is defined. A general reader would not know what a Negative Income Tax is, which is the core recommendation. 'Macroeconomic stabilisers', a 'least regret' strategy, 'post-labour asymptote' and 'automated, multi-agent evaluation methodology' are also unexplained. The title is vague: 'argue for economic policy for AGI' does not say what they argue. Smallest repair: add tooltip definitions, at minimum for Negative Income Tax and least regret, and name the recommendation in the title.
We advocate for a phased, 'least regret' strategy anchored by a Negative Income Tax
date — uncertain: The page dateline, September 16, 2026, matches evidence.originalPublished, and the reading states the date at day precision. There is no hindsight framing, and the paper's proposal is not presented as an outcome. However, evidence.editedAfterPublication is true: the page was modified on 2026-09-30 according to json-ld dateModified. It cannot be confirmed that the abstract text as retrieved is unchanged from the original publication.
September 16, 2026 Economic Policy for AGI
support — uncertain: Each claim is source-stated, and its excerpt matches the abstract. The reading correctly notes that the abstract reports no comparisons or results, and it does not turn the advocacy into a demonstrated benefit. Because the page was edited after publication (dateModified 2026-09-30), the cited abstract text is not plainly confirmed as original, so the support dimension is marked uncertain rather than pass.
This paper assesses twenty-four labour, welfare, and taxation interventions across a spectrum of technological disruption
media — pass: No media was selected, and no verified media candidates were supplied. Selecting none is appropriate.
Challenge or correct this reading
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Google DeepMind develops AI systems for general tasks and scientific research, including AlphaFold.
Explore Google DeepMindThe idea of AI with broad problem-solving, creativity and adaptability across different tasks.
Definition referenceGoogle DeepMind develops AI systems for general tasks and scientific research, including AlphaFold.
Explore Google DeepMindThe idea of AI with broad problem-solving, creativity and adaptability across different tasks.
Definition referenceGoogle DeepMind develops AI systems for general tasks and scientific research, including AlphaFold.
Explore Google DeepMind