Provenance record

Improving social media for democratic discourse

arXiv cs.CY (Computers and Society) (tier 1, academic) 2026-10-09T04:00:00.000Z Original ↗

Source note: Preprints on societal impact.


Discourse valence
+50
Favourable
confidence 60% · 1 item
Adverse readingFavourable reading
Single-model reading. This item did not meet the threshold for a multi-model panel.
Governance and regulationSynthetic media and manipulationConcentration of power
Excerpt as ingested

arXiv:2610.10816v1 Announce Type: new Abstract: Social media have expanded opportunities for communication and political participation, but today's dominant platforms are optimized primarily for engagement and advertising revenue, contributing to concerns about polarization, misinformation, social isolation, and loss of civility. We explore how social media might instead be deliberately designed to support democratic discourse, collective deliberation, and collective intelligence. Drawing on literature across computer science, psychology, political science, and related fields, we present a modular collection of mechanisms that could be implemented individually or in combination. These include user-controlled and open recommender systems, tools for exposure to diverse perspectives, new forms of cognitive and epistemic feedback, collaborative and AI-assisted fact-checking, privacy and visibility controls, mechanisms for improving civility and evidentiary integrity, and reputation systems that reward high-quality participation. The proposals are intended both as a practical menu of design possibilities and as a starting point for broader interdisciplinary discussion about digital public spaces designed around democratic values rather than engagement alone.

Every model that read this

ModelProviderStageScoreConf.LatencyPromptWhen
Llama 3.3 70BMetaanalysis +50 60%4191ms v1.0.0 / m1.0.1 2026-10-09 05:41
Llama 3.3 70B · reading

Proposes design changes to social media for democratic discourse.

evidence: speculative horizon: n/a

Evidence extracted

The chain
SOURCE     arXiv cs.CY (Computers and Society) (tier 1)
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DOCUMENT   59665741-37cf-4f0e-80a3-b4996686af09
           https://arxiv.org/abs/2610.10816
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EVIDENCE   2 extracted excerpts
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MODEL RUN  1 run, methodology 1.0.1
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SCORE      +50  (Favourable)
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CONFIDENCE 60%