AI Mental Health Frontier AI 心理健康前沿 — 青少年应用不能只多一个生成式功能 一篇最新快速综述梳理生成式 AI 在青少年心理健康应用中的使用，也把真正的门槛指向证据、边界与升级机制。
AI Mental Health Frontier AI Mental Health Frontier — Youth Apps Need More Than a Generative Feature A new rapid review of generative AI in youth mental-health apps points builders toward evidence, boundaries, and escalation—not novelty.
AI Investment Frontier AI 投资前沿：风险偏好也应成为组合模型的输入 一篇新论文把机器学习的收益预期放进结构化组合模型，提示投资 AI 不应只预测资产，也要理解决策者的行为与约束。
AI Investment Frontier AI Investment Frontier — Risk Preferences Are a Portfolio-Model Input A new paper combines machine-learned return expectations with a structural portfolio model. The lesson for investment AI is to model behavior and constraints, not just forecasts.
AI Signals and Reality Checks Open Weights Are Cheap; Reliable Local AI Is Not The latest open-weight releases lower the cost of trying local AI. They do not lower the cost of proving that a model is safe, stable, and worth operating.
Teenage Christian Meditation You can bring anxious thoughts to God one at a time You do not have to solve every worry at once. Philippians 4:6–7 shows you how to bring one anxious thought to God and receive his peace.
Young Christian Meditation Discernment Starts With What Love Requires Today You may not be able to predict the outcome, but you can choose what is true, excellent, and loving in front of you today.
Teenage Christian Meditation You can pause before pressure decides for you Pressure can make a quick choice feel like the only choice. Romans 12:2 gives you a way to pause, notice what is true, and choose what honors God.
Young Christian Meditation You Do Not Need a Perfect Plan to Take the Next Faithful Step When the future feels too large to map, God invites you to trust Him and take the next faithful step in front of you.
AI Mental Health Frontier AI 心理健康前沿——评估必须跟着干预一起设计 一项最新 ACM 研究把评估设计放回 AI 心理健康干预的核心：不能只看回答质量，还要追踪安全、人工支持与长期结果。
AI Mental Health Frontier AI Mental Health Frontier — Evaluation Must Follow the Intervention New CHI research puts evaluation design at the center of AI mental-health intervention work. The practical lesson: measure change, safety, and human support together.
AI Investment Frontier AI Investment Frontier — The Portfolio Solver Needs a Contract A new comparison of photonic, classical, and reinforcement-learning optimizers points to a practical rule: make the solver’s contract explicit before comparing performance.
AI Signals and Reality Checks AI's Next Infrastructure Bottleneck Is the Power Schedule The AI infrastructure race is moving from buying accelerators to securing the hours, interconnection capacity, and operational flexibility that make them useful.
Teenage Christian Meditation A mistake can be confessed without becoming your identity A mistake may need honesty, but it does not get to name you. 1 John 1:9 points you toward confession, forgiveness, and a clean next step.
Young Christian Meditation Your Life Is Not on Hold While You Wait for Love Waiting for love can make life feel paused, but Psalm 16:11 reminds you that fullness of joy is available with God today.
Young Christian Meditation Your Faithfulness Still Counts When Progress Feels Invisible When comparison makes you feel behind, Galatians 6:9 reminds you that faithfulness is not measured by visible progress. Take one steady step today.
