Relationship Intelligence
关系智能
When two people fall into rhythm — matching pauses, movement, voice, even heart rate — research shows measurable affiliation and attraction effects. KK reads this as direct evidence for a Dyadic compatibility signal that must be modeled relative to each person's own baseline (KH-001, KH-007, KH-009) and embedded in the Dyadic Model (KH-004). We formalize this as KK Hypothesis KH-012.
当两个人进入节奏——匹配停顿、动作、声音，甚至心率——研究显示可测量的亲和与吸引效应。KK 将其视为二元兼容性信号的直接证据，必须相对于每个人自身基线建模（KH-001、KH-007、KH-009）并嵌入二元模型（KH-004）。我们将其形式化为 KK 假设 KH-012。
Published: 2026-09-16
发布于: 2026-09-16 · 8 min read
Multimodal Human Behavior
多模态人类行为
Voice leaks personality and emotion, but 2024-2025 research shows these signals are personal and contextual, not population-average. KK reads this as direct support for decoding a person's state from voice relative to their own **Prosodic Baseline** — extending our Personal Baseline (KH-001) and Personal Pause Baseline (KH-007) into the acoustic domain (KH-011).
声音会泄露人格与情绪，但 2024–2025 的研究表明这些信号是个人化、情境化的，而非群体平均。KK 认为这直接支持：从声音解码一个人的状态时，应相对于其自身的**韵律基线**——把我们的“个人基线”（KH-001）与“个人停顿基线”（KH-007）扩展到声学域（KH-011）。
Published: 2026-09-15
发布于: 2026-09-15 · 8 min read
Human Intelligence Future
人类智能未来
Personalization research in 2025 moved from style-mimicry to deep user modeling — dual-memory and hierarchical memory systems that learn your beliefs, preferences, and behavioral patterns over time. KK reads this as validation of the 11-dimension Human Model, and proposes a portable, user-owned 'Human Model API' (Human Passport) as the next step.
2025 年的个性化研究从“风格模仿”转向“深度用户建模”——双记忆与分层记忆系统会在时间中学习你的信念、偏好与行为模式。KK 认为这验证了 11 维 Human Model 的方向，并提出“可携带、用户拥有的 Human Model API（人类护照）”作为下一步。
Published: 2026-09-14
发布于: 2026-09-14 · 9 min read
Human Communication
人类沟通
Conversation timing is not universal. 2025 research shows inter-turn silences are sub-second and interpreted relative to expectation, and that who you talk to matters as much as who you are. KK connects this to Personal Pause Baseline (KH-007) and the Dyadic Model (KH-004), and proposes a new hypothesis (KH-009) on rhythm compatibility in relationships.
对话时序并非普适。2025 年的研究表明，话轮间隔多为亚秒级且依预期而被解读，并且“你和谁说话”与“你是谁”同样重要。KK 将其关联到个人停顿基线（KH-007）与二元模型（KH-004），并提出关于关系中心跳兼容性的新假设 KH-009。
Published: 2026-09-13
发布于: 2026-09-13 · 8 min read
AI × Human
AI 与人类
People do not trust AI because it is smart. 2024–2025 research shows trust is built by calibration, personalization, and repeated interaction — not raw capability. KK Research separates what is proven from KK's own hypothesis, and ties it to the 11-dimension Human Model.
人们信任 AI 不是因为它聪明。2024–2025 研究表明，信任来自校准、个性化与反复互动，而非原始能力。KK 研究将已证内容与 KK 自身假设区分开，并关联到 11 维 Human Model。
Published: 2026-09-12
发布于: 2026-09-12 · 9 min read
Multimodal Human Behavior
多模态人类行为
Affective BCI can now classify emotional states from neural and peripheral signals with high accuracy. KK Research examines what this actually proves — and what it does not — for understanding human relationships.
情感脑机接口已能从神经与外周信号以较高准确率分类情绪状态。KK 研究考察这究竟证明了什么，以及它对理解人际关系并未证明什么。
Published: 2026-09-11
发布于: 2026-09-11 · 8 min read
Human Model
人类模型
Multiple 2024–2025 studies find LLMs can infer personality and psychological traits from text at levels matching or exceeding human judges. KK Research separates what is proven from what is overclaimed, and proposes a dynamic Human Model.
多项 2024–2025 研究发现，LLM 从文字推断人格与心理特质的水平可匹敌甚至超过人类评判者。KK 研究将已证内容与过度宣称区分开，并提出一个动态 Human Model。
Published: 2026-09-11
发布于: 2026-09-11 · 8 min read
Relationship Intelligence
关系智能
Attachment theory and bonding neuroscience give relationship AI a real foundation — but dyadic interaction, not two individual profiles, is where compatibility lives. KK Research reviews the evidence and states its hypotheses.
依恋理论与联结神经科学为关系 AI 提供了真实基础——但契合度存在于二元互动，而非两个独立画像。KK 研究回顾证据并陈述其假设。
Published: 2026-09-11
发布于: 2026-09-11 · 9 min read