Design and Deployment of a Course-Aware AI Tutor in an Introductory Programming Course
2026-04-15T07:23:57Z•4af15b60aed093dbf17e403b8feb9b046523abf138054ffac36f347a2495666c
4chanAI-governanceSNCIIT2Iauditbias-benchmarkbiometric-conscriptioncontent-moderationdatasetdebiasingdeepfakehate-speech-moderationmisinformationmodel-biasplatform-moderationpolicyprivacyredditsocial-engineeringsynthetic-non-consensual-intimate-imagerytext-to-imagethreat-actorsunderground-forums
What happened
This collection of recent CS/AI papers highlights security- and safety-relevant risks from generative AI and online platforms. Key findings include: a new benchmark (BiasIG) showing multi-dimensional social biases and unintended harms in text-to-image models; empirical analysis of underground forums (4chan, Reddit) documenting resource sharing that enables synthetic non-consensual intimate image (SNCII) creation and dissemination; an audit of Twitter/X revealing large enforcement gaps for hate speech that are not solely technical; and conceptual work on deepfakes as violations of personal/biom
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_cy
- Record identifier
- 4af15b60aed093dbf17e403b8feb9b046523abf138054ffac36f347a2495666c
- Enrichment time
- 2026-04-15T07:23:57Z
- AI-assisted enrichment
- Yes
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