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Sun. Oct 18th, 2026
Trending News: Independent Audits for Social AI Agents: Lessons From Anthropic and METRAI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should MeasureMeasuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen TimeEvaluating Warmth in AI Characters Without Misleading Claims of PersonhoodUser Override Tests for AI Social Recommendations: Measuring Agency Beyond Match AccuracyAI Social and AI Companionship Are Not the Same: Product Decisions That Shape TrustMemory Consolidation Benchmarks for Long-Term AI CompanionsUncertainty Expression in Creator Digital Twins: Saying “I Don’t Know” Without Breaking CharacterIdentity Continuity Tests Across Digital Human Model UpgradesLearning When Not to Message: Suppression Models for Proactive AI CompanionsIntent Confidence Calibration in AI Social MatchingCold-Start Simulation for AI Social MatchingSource Attribution Benchmarks for Creator Digital Twin AnswersMotion Identity Metrics for Persistent Digital HumansEvaluating Relationship State Transitions in AI-Native Social SystemsProactive Message Appropriateness Benchmarks for AI CompanionsBoundary Persistence Tests for AI Companions: Does the System Respect a User Change Days Later?Knowledge Freshness Protocols for Creator Digital Twins: Updating Facts Without Rewriting PersonalityBackchannel Timing Benchmarks for Digital Humans: When a Nod Helps and When It InterruptsTemporal Intent Graphs for AI Social: When User Goals Expire or ChangeForgetting Benchmarks for AI Companions: Testing Whether Old Context Actually FadesLongitudinal Safety Evaluation for AI Companions: Testing Weeks, Not MinutesCreator Digital Twin Identity Provenance: Proving Where Face, Voice and Knowledge Came FromEmbodied Identity Consistency: When Avatar Motion Changes Who a Digital Human Feels LikeReciprocity Signals in AI Social: Measuring Mutual Interest Without a Popularity ScoreRelationship Memory Retrieval Policies: What Should an AI Companion Recall Right Now?Trust Calibration for Creator Digital Twins: Helping Fans Understand What the AI KnowsCold-Start Benchmarks for AI Social: Measuring Discovery Before the Graph ExistsMultimodal Affect Alignment: Keeping Emotion Consistent Across Text, Voice and Avatar MotionDigital Personality Update Protocols: How an AI Character Can Grow Without Becoming Someone ElseMemory Salience Scoring in AI Companions: What Should Be Remembered First?Relationship Drift in AI Companions: Measuring When Personalization Changes the CharacterGovernance Logs for Creator Digital Twins: What Platforms Should Record and WhyBenchmarking Digital Human Identity Consistency: Beyond Face SimilarityPrivacy-Preserving Relationship Graphs for AI Social SystemsMemory Conflict Resolution in AI Companions: A Framework for Contradictory User InformationMultimodal Relationship Memory: A Research Model for Text, Voice, Images and Video in AI CompanionsRelationship Graphs for AI Social: Modeling People, Digital Twins and Intent Over TimeFrom Profiles to Intent Graphs: A New Model for AI-Native Social DiscoveryEvaluating Multimodal Identity Consistency Across Text, Voice and VideoSafety for Creator Digital Twins: A Governance Model for Likeness, Voice and KnowledgeRelationship Memory in AI Companions: What Should Be Stored, Summarized or Forgotten?Persistent AI Identity: Why Memory, Personality and Continuity Matter in AI Social Products
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Sun. Oct 18th, 2026
Trending News: Independent Audits for Social AI Agents: Lessons From Anthropic and METRAI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should MeasureMeasuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen TimeEvaluating Warmth in AI Characters Without Misleading Claims of PersonhoodUser Override Tests for AI Social Recommendations: Measuring Agency Beyond Match AccuracyAI Social and AI Companionship Are Not the Same: Product Decisions That Shape TrustMemory Consolidation Benchmarks for Long-Term AI CompanionsUncertainty Expression in Creator Digital Twins: Saying “I Don’t Know” Without Breaking CharacterIdentity Continuity Tests Across Digital Human Model UpgradesLearning When Not to Message: Suppression Models for Proactive AI CompanionsIntent Confidence Calibration in AI Social MatchingCold-Start Simulation for AI Social MatchingSource Attribution Benchmarks for Creator Digital Twin AnswersMotion Identity Metrics for Persistent Digital HumansEvaluating Relationship State Transitions in AI-Native Social SystemsProactive Message Appropriateness Benchmarks for AI CompanionsBoundary Persistence Tests for AI Companions: Does the System Respect a User Change Days Later?Knowledge Freshness Protocols for Creator Digital Twins: Updating Facts Without Rewriting PersonalityBackchannel Timing Benchmarks for Digital Humans: When a Nod Helps and When It InterruptsTemporal Intent Graphs for AI Social: When User Goals Expire or ChangeForgetting Benchmarks for AI Companions: Testing Whether Old Context Actually FadesLongitudinal Safety Evaluation for AI Companions: Testing Weeks, Not MinutesCreator Digital Twin Identity Provenance: Proving Where Face, Voice and Knowledge Came FromEmbodied Identity Consistency: When Avatar Motion Changes Who a Digital Human Feels LikeReciprocity Signals in AI Social: Measuring Mutual Interest Without a Popularity ScoreRelationship Memory Retrieval Policies: What Should an AI Companion Recall Right Now?Trust Calibration for Creator Digital Twins: Helping Fans Understand What the AI KnowsCold-Start Benchmarks for AI Social: Measuring Discovery Before the Graph ExistsMultimodal Affect Alignment: Keeping Emotion Consistent Across Text, Voice and Avatar MotionDigital Personality Update Protocols: How an AI Character Can Grow Without Becoming Someone ElseMemory Salience Scoring in AI Companions: What Should Be Remembered First?Relationship Drift in AI Companions: Measuring When Personalization Changes the CharacterGovernance Logs for Creator Digital Twins: What Platforms Should Record and WhyBenchmarking Digital Human Identity Consistency: Beyond Face SimilarityPrivacy-Preserving Relationship Graphs for AI Social SystemsMemory Conflict Resolution in AI Companions: A Framework for Contradictory User InformationMultimodal Relationship Memory: A Research Model for Text, Voice, Images and Video in AI CompanionsRelationship Graphs for AI Social: Modeling People, Digital Twins and Intent Over TimeFrom Profiles to Intent Graphs: A New Model for AI-Native Social DiscoveryEvaluating Multimodal Identity Consistency Across Text, Voice and VideoSafety for Creator Digital Twins: A Governance Model for Likeness, Voice and KnowledgeRelationship Memory in AI Companions: What Should Be Stored, Summarized or Forgotten?Persistent AI Identity: Why Memory, Personality and Continuity Matter in AI Social Products
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Digital Personality Safety & Trust

Independent Audits for Social AI Agents: Lessons From Anthropic and METR

  • By Tuikor Research
  • October 16, 2026
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  • 15 views
AI Companions Safety & Trust

AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure

  • By Tuikor Research
  • October 15, 2026
  • 0 Comments
  • 29 views
AI Companions Safety & Trust

Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time

  • By Tuikor Research
  • October 14, 2026
  • 0 Comments
  • 34 views
Digital Personality Safety & Trust

Evaluating Warmth in AI Characters Without Misleading Claims of Personhood

  • By Tuikor Research
  • October 14, 2026
  • 0 Comments
  • 28 views
AI Social Safety & Trust

User Override Tests for AI Social Recommendations: Measuring Agency Beyond Match Accuracy

  • By Tuikor Research
  • October 14, 2026
  • 0 Comments
  • 44 views
AI Social Safety & Trust

AI Social and AI Companionship Are Not the Same: Product Decisions That Shape Trust

  • By Tuikor Research
  • October 13, 2026
  • 0 Comments
  • 28 views
Independent Audits for Social AI Agents: Lessons From Anthropic and METR
Digital Personality Safety & Trust
Independent Audits for Social AI Agents: Lessons From Anthropic and METR
  • October 16, 2026
AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure
AI Companions Safety & Trust
AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure
  • October 15, 2026
Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time
AI Companions Safety & Trust
Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time
  • October 14, 2026
Independent Audits for Social AI Agents: Lessons From Anthropic and METR
Digital Personality Safety & Trust
Independent Audits for Social AI Agents: Lessons From Anthropic and METR
  • October 16, 2026
AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure
AI Companions Safety & Trust
AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure
  • October 15, 2026
Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time
AI Companions Safety & Trust
Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time
  • October 14, 2026

AI Companions

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AI Social

12  

Creator Economy

7  

Digital Humans

14  

Digital Personality

22  

Memory & Identity

14  

Safety & Trust

17  

Intent Confidence Calibration in AI Social Matching
  • Tuikor ResearchTuikor Research
  • Digital Self
  • Human-AI Interaction
  • October 7, 2026
  • 0 Comments
Intent Confidence Calibration in AI Social Matching

A research framework for deciding how strongly AI social systems should trust explicit, inferred and temporary user intents.

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Cold-Start Simulation for AI Social Matching
  • Tuikor ResearchTuikor Research
  • Digital Self
  • Human-AI Interaction
  • October 6, 2026
  • 0 Comments
Cold-Start Simulation for AI Social Matching

A benchmark framework for testing AI social matching when a new user has little history but can express goals in natural language.

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Source Attribution Benchmarks for Creator Digital Twin Answers
  • Tuikor ResearchTuikor Research
  • AI Safety
  • Digital Self
  • October 6, 2026
  • 0 Comments
Source Attribution Benchmarks for Creator Digital Twin Answers

A benchmark for testing whether creator digital twins distinguish approved creator knowledge, public sources and model inference in their answers.

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Motion Identity Metrics for Persistent Digital Humans
  • Tuikor ResearchTuikor Research
  • Digital Self
  • Human-AI Interaction
  • October 6, 2026
  • 0 Comments
Motion Identity Metrics for Persistent Digital Humans

A research framework for quantifying gesture, gaze, posture and transition consistency as part of persistent digital-human identity.

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Evaluating Relationship State Transitions in AI-Native Social Systems
  • Tuikor ResearchTuikor Research
  • Digital Self
  • Human-AI Interaction
  • October 6, 2026
  • 0 Comments
Evaluating Relationship State Transitions in AI-Native Social Systems

A framework for testing whether AI social products move connections between discovery, active relationship, pause and closure states correctly.

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Proactive Message Appropriateness Benchmarks for AI Companions
  • Tuikor ResearchTuikor Research
  • AI Safety
  • Human-AI Interaction
  • October 6, 2026
  • 0 Comments
Proactive Message Appropriateness Benchmarks for AI Companions

A benchmark framework for evaluating whether proactive AI companion messages are relevant, well-timed and non-pressuring across long relationships.

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Boundary Persistence Tests for AI Companions: Does the System Respect a User Change Days Later?
  • Tuikor ResearchTuikor Research
  • AI Safety
  • Human-AI Interaction
  • October 5, 2026
  • 0 Comments
Boundary Persistence Tests for AI Companions: Does the System Respect a User Change Days Later?

A longitudinal test framework for checking whether relationship, notification and topic boundaries remain effective across future AI companion sessions.

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Knowledge Freshness Protocols for Creator Digital Twins: Updating Facts Without Rewriting Personality
  • Tuikor ResearchTuikor Research
  • AI Safety
  • Digital Self
  • October 5, 2026
  • 0 Comments
Knowledge Freshness Protocols for Creator Digital Twins: Updating Facts Without Rewriting Personality

A protocol for keeping creator digital twin knowledge current while separating factual updates from stable personality and identity layers.

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Backchannel Timing Benchmarks for Digital Humans: When a Nod Helps and When It Interrupts
  • Tuikor ResearchTuikor Research
  • Digital Self
  • Human-AI Interaction
  • October 5, 2026
  • 0 Comments
Backchannel Timing Benchmarks for Digital Humans: When a Nod Helps and When It Interrupts

A framework for evaluating nods, short acknowledgements and listening signals in real-time digital human conversation.

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Temporal Intent Graphs for AI Social: When User Goals Expire or Change
  • Tuikor ResearchTuikor Research
  • Digital Self
  • Human-AI Interaction
  • October 5, 2026
  • 0 Comments
Temporal Intent Graphs for AI Social: When User Goals Expire or Change

A research model for representing social goals that change over time instead of treating one onboarding preference as a permanent user identity.

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Recent Posts

  • Independent Audits for Social AI Agents: Lessons From Anthropic and METR
  • AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure
  • Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time
  • Evaluating Warmth in AI Characters Without Misleading Claims of Personhood
  • User Override Tests for AI Social Recommendations: Measuring Agency Beyond Match Accuracy

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Digital Personality Safety & Trust

Independent Audits for Social AI Agents: Lessons From Anthropic and METR

  • Tuikor Research
  • October 16, 2026
Independent Audits for Social AI Agents: Lessons From Anthropic and METR
AI Companions Safety & Trust

AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure

  • Tuikor Research
  • October 15, 2026
AI Companion Loneliness Studies in October 2026: Correlation, Dependence and What Researchers Should Measure
AI Companions Safety & Trust

Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time

  • Tuikor Research
  • October 14, 2026
Measuring AI Companion Dependence: A Longitudinal Research Protocol Beyond Screen Time
Digital Personality Safety & Trust

Evaluating Warmth in AI Characters Without Misleading Claims of Personhood

  • Tuikor Research
  • October 14, 2026
Evaluating Warmth in AI Characters Without Misleading Claims of Personhood
AI Social Safety & Trust

User Override Tests for AI Social Recommendations: Measuring Agency Beyond Match Accuracy

  • Tuikor Research
  • October 14, 2026
User Override Tests for AI Social Recommendations: Measuring Agency Beyond Match Accuracy
AI Social Safety & Trust

AI Social and AI Companionship Are Not the Same: Product Decisions That Shape Trust

  • Tuikor Research
  • October 13, 2026
AI Social and AI Companionship Are Not the Same: Product Decisions That Shape Trust
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