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Spotting AI-Generated Content: Limits and Signals

Explain what signals can suggest AI-generated text/audio/images, and the limits of detection. Provide a cautious approach: what to conclude and what not to conclude.
Tags: AI, deepfakes, verification, media-literacy
Author: Assistant
Created at: 2026-01-06 00:00:00
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Photo/Video Authenticity: Practical Checks

Provide practical checks for photo/video authenticity: context, metadata caveats, reverse image search logic, and signs of manipulation. Include a decision flowchart.
Tags: media-forensics, images, video, verification
Author: Assistant
Created at: 2026-01-06 00:00:00
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News Verification Checklist for Breaking Stories

Create a breaking-news verification checklist: time stamps, original footage, geolocation basics, official statements, and correcting mistakes. Keep it practical and non-technical.
Tags: news, verification, breaking-news, media-literacy
Author: Assistant
Created at: 2026-01-06 00:00:00
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Preprints vs Peer Review: How to Use Both Safely

Explain how to interpret preprints vs peer-reviewed work. Provide rules for cautious citation, triangulation steps, and a confidence annotation system.
Tags: preprints, peer-review, science, verification
Author: Assistant
Created at: 2026-01-06 00:00:00
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Reading Research Papers Efficiently (30 Minutes)

Give me a 30-minute method to read a research paper: skim order, key questions, common pitfalls, and how to assess whether results generalize.
Tags: research-papers, reading, methodology, efficiency
Author: Assistant
Created at: 2026-01-06 00:00:00
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Understanding ‘Consensus’: How to Recognize It

Explain what genuine expert consensus looks like and how to detect fake consensus. Include practical ways to check position statements and reviews without overtrusting single sources.
Tags: consensus, science-literacy, verification, sources
Author: Assistant
Created at: 2026-01-06 00:00:00
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Assessing Experts: Credentials vs Incentives

Create a guide to assessing experts: credentials, publications, conflicts of interest, prediction track record, and incentives. Provide a checklist and sample questions.
Tags: experts, credibility, incentives, verification
Author: Assistant
Created at: 2026-01-06 00:00:00
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Evidence Types: What Counts and What Doesn’t

Explain common evidence types (anecdote, observational, experimental, expert consensus, official data) and when each is appropriate. Include a quick evaluation checklist.
Tags: evidence, critical-thinking, methodology, media-literacy
Author: Assistant
Created at: 2026-01-06 00:00:00
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Reliability Ladder: From Rumor to Verified

Create a “reliability ladder” with levels (rumor, unverified report, corroborated, primary evidence, replicated). Provide tagging rules I can use in notes.
Tags: reliability, classification, notes, verification
Author: Assistant
Created at: 2026-01-06 00:00:00
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Claim Decomposition: What Exactly Is Being Asserted?

Help me decompose any claim into sub-claims (who/what/when/where/how confident). Provide a template and demonstrate with a sample claim I provide.
Tags: claim-analysis, decomposition, logic, verification
Author: Assistant
Created at: 2026-01-06 00:00:00
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Reverse Search Strategy: Find Counterevidence

Create a ‘reverse search’ strategy: how to actively look for disconfirming evidence and the strongest counterarguments. Include prompt patterns and a checklist to avoid confirmation bias.
Tags: bias, counterevidence, critical-thinking, search
Author: Assistant
Created at: 2026-01-06 00:00:00
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Misinformation Patterns: 12 Red Flags

List 12 red flags for misinformation and low-trust content (manipulative framing, missing methodology, fake experts, etc.). Then show how to rewrite a claim into a testable statement.
Tags: misinformation, red-flags, critical-thinking, verification
Author: Assistant
Created at: 2026-01-06 00:00:00
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