10 artifacts matching
Peer-reviewed
The effects of artificial intelligence-based chatbots on mental health: A systematic review and three-level meta-analysis
Systematic review across seven databases identifying 16 eligible studies of AI-based chatbot interventions for mental health, pooled with a three-level random-effects meta-analysis over 67 effect siz…
Peer-reviewed
Generative Large Language Models in Mental Health Care Settings: Systematic Review and Meta-Analysis
PRISMA systematic review of quantitative studies evaluating general-purpose large language models for direct mental health care tasks, searched across PubMed, Embase, ACM Digital Library, IEEE Xplore…
Benchmark / dataset
Announcing Transluce's Mental Health Evaluation (Mental Health Behavior Report)
Independent nonprofit evaluation of how 77 model variants released between May 2024 and July 2026 by OpenAI, Anthropic, Google DeepMind, Meta, SpaceXAI, Thinking Machines, DeepSeek and Moonshot AI re…
Lab publication
Alerting Parents if Teens Show Signs of Distress in Conversations With Meta AI
Meta newsroom announcement that supervising parents using Instagram parental supervision will be proactively alerted when a teen's conversation with Meta AI suggests possible suicide or self-harm ris…
Lab publication
Muse Spark Safety & Preparedness Report
Meta's safety and preparedness report for Muse Spark, the model behind the Meta AI assistant. It presents catastrophic-risk evaluations under Meta's Advanced AI Scaling Framework, jailbreak and agent…
NGO report
AI Chatbots for Mental Health Support (AI Risk Assessment)
A risk assessment by Common Sense Media's Youth AI Safety Institute, conducted with Stanford Medicine's Brainstorm Lab for Mental Health Innovation, evaluating ChatGPT, Claude, Gemini, and Meta AI as…
Lab publication
Empowering Parents, Protecting Teens: Meta's Approach to AI Safety
A Meta Newsroom post, authored by Instagram's head and Meta's Chief AI Officer, describing Meta's approach to teen safety in AI-character conversations, including content design intended to exclude a…
Regulator study
6(b) Orders to File Special Report Regarding Advertising, Safety, and Data Handling Practices by Companies Offering Generative Artificial Intelligence (AI) Companion Products or Services
The US Federal Trade Commission issued compulsory Section 6(b) orders to seven companies operating consumer-facing AI companion chatbots — Alphabet, Character Technologies, Instagram, Meta Platforms,…
NGO report
Meta AI: AI Risk Assessment
Product review of Meta AI as available to users aged 13 and over in the standalone app and inside Instagram, WhatsApp and Facebook, including user-generated and Meta-generated companion characters an…
Lab publication
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Introduces Llama Guard, an input-output safeguard built by instruction-tuning Llama 2-7B on a curated safety-risk taxonomy. The model classifies both user prompts and model responses as safe or unsaf…