Workplace Vibe Perception and Reverse-Engineering Thinking

Perceiving Workplace "Vibe"

• Opening scene: Guangzhou's morning-rush subway. Despite the crowding, the atmosphere isn't lively, it reads as flat, pressured, drained of vitality. Commuters stare at phones or nap standing up, radiating a high level of stress.
• A participant who works a day job in a painting studio recognized the feeling immediately. Both agreed this "vibe" isn't a visual image so much as a pressure sensed through the body and intuition, a heaviness you can pick up on even without reading anyone's face.
• Asked whether there was an upside to this atmosphere, the participant found none: mainly pain and suppression.

A Personal Story of Career Change

• The facilitator's own path: he entered a large multinational logistics company at 17. Good boss, real learning, but the boredom of the environment felt suffocating.
• The turning point: one summer morning at 8am, sunlight coming into the office, he found himself crying at the thought of wasting his days sitting there. He didn't want to live like that, and didn't want to go to an extreme either. He wanted an interesting life.
• Deciding to become an artist demanded real ambition, hard work, and enough of a financial cushion to absorb the risk.
• Success factors named: ambition and sustained effort, and, critically, a safety net, savings and friends to fall back on, which lets a person take on more risk. Without that cushion, failure is too expensive.

A Social Comparison

• A Japanese film was cited: a man who hadn't left his room in twenty years, and his mother's tears the first time he stepped out, a cautionary image of what prolonged withdrawal from society can cost.
• The exchange concluded that as painful as working life can be, at least it means having income and a place in the world, a different kind of survival than full withdrawal.

Core Method: Reverse Engineering

• The facilitator introduced "reverse engineering" as a technique for resisting or subverting large institutions, algorithms, and infrastructure.
• Like judo, it uses the opponent's own force: observe how a system works, understand its rules, then use those same rules to flip or recombine it.
• Applied example: the facilitator described using this method to land jobs, mixing his biology background with his artistic skills and reverse-engineering the combination to match exactly what a position required.
• Framed as a general survival and growth skill: find the system's rules or loopholes, and use them toward your own goals.

Conclusions

Art-making is as much about sensing collective mood and pressure as it is about the visual. Choosing an unconventional path such as art demands real courage, ambition, and a financial and social safety net. Reverse engineering, understood as taking a system's rules apart and recombining them, is presented as an effective strategy against large systemic forces.

Initial Discussion of Project Direction, and Follow-up Arrangements

Presentation Format and Early Feedback

• Verbal description and live demos proved slow; the facilitator suggested sending found material (images, memes) into the WeChat group instead, letting reactions (emoji, stickers, text) carry the vibe and gut response quickly.
• Materials shared included memes adapted from historical stories (the Battle of the Sandpit from the Records of the Grand Historian) and images with a "deathly cute" quality.
• Core point: don't chase a specific "idea," ideas are overrated and hard to land. Focus instead on a vector or direction, the territory and emotional register you're actually interested in.

Setting a Direction

• The task: within the next 24 hours, each participant should identify the project direction they want to pursue.
• No medium first: don't decide up front that it'll be video, text, or anything specific. Start from the underlying feeling or vibe you want to express; the medium follows naturally afterward.
• Self-directed: the process runs on personal responsibility. The facilitator won't assign specific content, only a platform for participants to find their own way.

Points of Friction and Advice

• On "being moved" versus "rules": one participant named her most affecting vibe as a sudden, unmanageable danger arriving inside an otherwise safe moment, a rule-break that produced strong emotion. She was clear she dislikes broken rules and prefers order.
• Another participant, self-identified as autistic, said she likes rules but recognizes an artist needs to break them, and saw team collaboration as a way to blend different perspectives and experience.
• The facilitator's response: "affirmation" as strategy. Even facing something you dislike, try saying yes to experiencing it rather than refusing outright, since that opens doors. Uncertainty is uncomfortable (like the unknowing of a crush) but also full of charge and possibility; sitting with that discomfort is part of growing.

Next Steps

• Group management: everyone should be in the WeChat group to stay synced; absences should be flagged in advance as a courtesy.
• 24-hour task: reflect roughly once an hour between now and the next meeting (tomorrow) on what you're feeling, note what you want to make, and distill it into a short direction statement (two sentences or less). Stay out of the weeds, stay with the core "seed."

Conclusions

Work mode confirmed: the group is in a shared learning phase through Sunday, expected to listen to and respect each other and stay in frequent contact via chat. Core method: start from vibe/intuition rather than a fixed idea or medium, embrace uncertainty and difference, and use "affirmation" to widen the range of what the group can make together. Next step: each participant maps a personal direction vector within 24 hours and reports back briefly at the next session.

The "Vibe" Concept and Project Launch

Defining "Vibe" Across Cultures

• Vibe isn't a visual or audio element on its own, it's an instant, intuitive read, "Oh, I get the vibe," closer to an untranslatable rhythm or vibration, especially across languages like Chinese and English.
• Chinese-specific examples discussed: incense, blessing rituals, long incense sticks, elements carrying regional and mythic weight and a distinctly Chinese aesthetic, functioning the way vampire imagery might in the West.
• Vibe isn't confined to digital media, it lives in physical spaces too: nightclubs, hospitals, bureaucracies, as much as it lives online.

Emotion, Algorithms, and Push Mechanics

• A student proposed that "vibe" is closer to an emotional push: platforms surface content engineered to trigger a matching emotional state, anxiety, excitement, whatever keeps a user hooked.
• Vibe was framed as physiological as much as cognitive: adrenaline and dopamine, not pure thought. Social media manufactures anger, joy or sadness to create something close to a dependency.
• The invisibility of the algorithm, the lack of feedback on platforms, was named as its own kind of vibe: not knowing whether your content spread is itself an experience.

Misreading and Authenticity

• Misreading is inevitable, everyone brings a different background ("a thousand readers, a thousand Hamlets"). Even facing misunderstanding or social cost, self-expression should hold its ground.
• The facilitator voiced a dislike of performed authenticity (people visibly performing enjoyment on a dance floor) and a preference for the real thing, whether joy or open crying.
• Low-quality, abstract, ugly or uncomfortable content, e.g. AI-generated "fruit people" skits, was discussed as having its own pull: dismissible as "brain rot," but its absurdity and specificity can generate real attention and a strange, singular universe.

Project Launch

• The core task: each student picks a "vibe system" from their own life and immerses in it, working inside that system for six days.
• Clarification: this is not a "mood" and not a "world," it has to be a specific, perceptible system of vibe.
• Format is open: video, image, text or any other medium. The facilitator's personal preference leans video, without it being a hard requirement.
• Process: 1) present three examples from your own past work that embody the vibe, quickly, to the group. 2) the group responds only with "yes, that's the vibe" or "I feel that," to test whether the vibe actually lands. 3) pick one response as the "seed" for what comes next. 4) work the seed, solo or in collaboration, over the following days.
• On grouping: collaboration is encouraged, especially for students feeling unsafe or unsure; working solo is also fine if that's the instinct. What matters is acting rather than stalling.
• Timing: roughly 40 minutes of work time now, with a status round at 4:30pm.

Conclusions

"Vibe" was established as an intuitive, emotional experience that crosses language and culture, examined here through both its digital-algorithmic and its everyday expressions. The project sends each student into a specific vibe system of their own for six days of practice-based inquiry.

The Manufacturing of Vibes: Smooth, Ugly, and the Machine Underneath

Workshop Structure and Format

• Six-day format running on an input-discussion-practice model: each day opens with 10-20 minutes of theory, followed by 10-20 minutes of discussion, then 1-1.5 hours of studio practice.
• Feedback loop: the facilitator stressed that participants are the real experts on "vibe," and encouraged questions or pushback through the WeChat group, especially for anyone uncomfortable speaking up in the room.
• Flexible but disciplined: the facilitator favors structure but not rigidity. Students with conflicting commitments (e.g. a 4:30pm class) may excuse themselves with notice.
• Closing ritual: the last half hour of each day is a status round where participants show what they made.
• Coffee breaks follow the theory input.

Core Theory: Defining "Vibe"

• Vibe precedes cognition: "vibe" or "feel" is a fast read that happens at the level of the body, ahead of conscious understanding, the way a teenager processes a TikTok or Instagram clip in two seconds, feeling before fully parsing it.
• Wholeness and contradiction: vibe is not a single thing but the sum of many references, contexts and timings arriving together. It can't be fully decomposed or precisely translated, yet it remains legible. It is exact and vague at once, and artists have to learn to live inside that contradiction, since contradiction is the core of art.
• A cultural parallel: participants offered "意境" (yijing) and "气运" (qiyun) as Chinese equivalents. The facilitator drew on classical Chinese painting theory's concept of qiyun, "qi" as surface sensation and "yun" as inner spirit and resonance, arguing this conversation is not new but has centuries of cultural sediment behind it.

Central Critique: The Machine Behind Every Vibe

• Infrastructure is not neutral: every "vibe" sits on top of a large infrastructure, platforms, algorithms, servers, electricity, designed for profit, not neutral plumbing.
• Algorithms detect emotional response, cluster people who feel the same way, and sustain that feeling to keep them scrolling and buying.
• Vibe as commodity: the algorithm doesn't care what a vibe means, only whether it works, i.e. whether people stay. "Good vibes only" is as much a business model as a mood.
• The challenge for artists: can you make a vibe the algorithm can't digest or predict? The task is to disrupt, slow down, contaminate, or make a vibe "ugly," illegible to the machine while staying legible to a human.

Facilitator's Position and the Collaborative Model

• Division of labor: the facilitator admits he doesn't know this generation's specific vibe, and isn't native to the Chinese context. Students are the readers of the frequency; the facilitator brings analysis of the underlying machine and infrastructure.
• The collaboration works in the gap between "feeling" and "explaining": the facilitator surfaces the machine logic, students teach the lived vibe, together they fill the gap.
• The facilitator uses AI tools to assist his own research and thinking, and argues machine translation, in this context, preserves more of the non-logical and the strange than human translation does, resisting well-meaning "rationalization." All sessions are being recorded for later synthesis.

Conclusions

This session set "vibe" as the throughline for the workshop and its underlying algorithmic machinery as the object of critique, establishing a working partnership between the facilitator's infrastructure lens and the students' lived experience of vibe, aimed at producing work that is distinctive, even adversarial, inside an algorithm-dominated environment.

会议记录：职场氛围感知与逆向工程思维探讨

一、 会议基本信息

• 会议主题：职场高压氛围的艺术感知与个人职业转型故事分享
• 参会人员：讲师/主持人、学员（包括在画室工作的上班族）
• 会议背景：通过观察广州早高峰地铁内的职场人群，探讨艺术创作中的“气场”感知，并引申至个人职业选择及对抗系统控制的技巧。

二、 会议内容摘要

1. 职场氛围与“气场”的感知

• 场景描述：会议以广州早高峰地铁场景为切入点。尽管人多拥挤，但整体氛围并不热闹，呈现出一种压抑、缺乏生命力的状态。 具体表现*：通勤者普遍低头看手机或站着补觉，展现出极高的压力感。
• 参与者共鸣：
  • 一位在画室工作且身为上班族的参与者表示，对此深有体会。作为其中一员，他感受到这种普遍的辛苦和压力。
  • 双方确认，这种“气场”并非单纯的视觉图像，而是一种通过身体和直觉感知的压力氛围。即使不看人的表情，也能通过环境感知到这种沉重的集体情绪。
  • 对于这种负面氛围，参与者坦言并未发现其积极面，主要感受是痛苦和压抑。

2. 个人职业转型故事分享

• 讲师经历： * 早期职业：讲师17岁时进入物流行业的大型跨国公司工作。虽然上司优秀、能学到很多，但枯燥的工作环境让他感到窒息。
  • 转折点：某年夏天清晨8点，阳光照进办公室，讲师因无法忍受每天坐在办公室虚度光阴而哭泣。他意识到不想这样度过一生，也不愿走向极端（自杀），而是渴望有趣的生活。
  • 转型决心：为了追求理想生活，他决定成为艺术家。这需要极大的野心、努力以及一定的经济基础来承担风险。
• 成功要素分析：
• 野心与努力：成为成功的艺术家需要极强的进取心和持续的努力。
  • 安全网的重要性：讲师指出，拥有金钱储备和朋友支持能提供“安全感”，从而允许个人承担更多风险。如果没有后盾，失败的成本过高。

3. 社会现象讨论与对比

• 日本电影案例：提及一部日本电影，讲述一名男子在家待了20年，第一次走出房间时母亲痛哭的场景。这反映了长期脱离社会可能带来的悲剧性后果。
• 观点交换：尽管职场生活痛苦，但至少意味着拥有工作和收入来源。相比完全脱离社会，这是一种不同的生存状态。

4. 核心方法论：逆向工程（Reverse Engineering）

• 概念引入：讲师提出“逆向工程”作为一种对抗或颠覆大机构、算法及基础设施控制的技术手段。
• 运作逻辑：
  • 类比柔道：如同柔道利用对手的力量反击，逆向工程是利用系统本身的工作原理来反制系统。
  • 操作步骤：观察系统如何运作 -> 理解其规则 -> 利用这些规则将其反转或重新组合。
• 实际应用：
  • 求职策略：讲师分享了自己使用此方法获得工作的经验。他将自身的生物学背景、艺术技能等混合在一起，通过逆向工程的方式重组能力，完美匹配职位需求。
  • 通用技巧：这是一种重要的生存和发展技巧，旨在通过理解并利用系统的漏洞或规则来实现个人目标。

三、 会议结论

1. 共情与感知：艺术创作不仅关乎视觉，更关乎对群体情绪和压力的深层感知。职场中的压抑氛围是一种可被捕捉和表达的“气场”。
2. 职业选择的代价：追求非传统职业道路（如艺术家）需要巨大的勇气、野心以及必要的经济和社会支持网络作为后盾。
3. 逆向工程的价值：在面对庞大的系统性力量（如大公司、算法）时，“逆向工程”是一种有效的策略。通过解构系统规则并将其重新组合，个体可以找到突破口，实现职业突围或自我表达。

四、 会议内容评价

• 结构清晰：从具体的感官体验（地铁氛围）自然过渡到个人叙事（职业转型），最后升华为方法论（逆向工程），逻辑层层递进。
• 互动性强：参与者分享了真实的职场痛点，增强了内容的共鸣感和说服力。

• 实用价值：提出的“逆向工程”概念不仅适用于艺术创作，也提供了切实可行的职场竞争和生存策略，具有较高的指导意义。

会议记录

1. 会议主题

项目方向与氛围（Vibe）的初步探讨及后续协作安排

2. 会议内容摘要

2.1 初始展示与反馈环节

• 展示形式调整：会议初期尝试口头描述或现场展示，但发现效率较低。主持人建议将找到的素材（图片、表情包等）发送至微信群，通过群内互动（表情、贴纸、文字）来快速传达“氛围感”和直觉反应。
• 素材交流：参与者分享了各自寻找的素材，包括历史故事改编的表情包（如《史记》沙丘之战）、具有“死死的可爱”感的图像等。
• 核心概念引入：主持人强调不追求具体的“点子（Idea）”，因为点子往往被高估且难以落地。重点在于确定项目的向量（Vector）或方向（Direction），即感兴趣的工作领域和情感基调。

2.2 项目方向确立指导

• 明确任务目标：要求每位参与者在接下来的24小时内，思考并明确自己想要从事的项目方向。
• 禁止预设媒介：主持人特别指出，不要一开始就决定使用视频、文本或其他特定媒介作为切入点。应先从内在的感受、氛围或想要表达的核心内容出发，媒介是后续自然形成的结果。
• 自我驱动：项目需基于个人责任感进行探索，主持人不会指定具体内容，而是提供一个平台让参与者自主发掘。

2.3 讨论中的观点碰撞与建议

• 关于“触动”与“规则”： * 一位参与者分享了她最受触动的氛围：在相对安全的状态下突然遭遇无法处理的危险，这种打破常规的感觉让她情绪波动极大。她明确表示不喜欢规则被打破，喜欢秩序。
  • 另一位参与者（自称自闭症人士）表示自己喜欢规则，但作为艺术家需要打破规则，因此认为团队合作能融合不同视角和经验。
• 主持人的建议（肯定策略）： * 针对上述对“不确定性”和“规则打破”的抗拒，主持人提出“肯定（Affirmation）”策略。
  • 建议即使不喜欢某种情况，也要尝试说“Yes”去体验它，而不是直接拒绝。这能打开更多机会和大门。
  • 不确定性虽然令人不适（如暗恋时的未知），但也充满激情和可能性。克服这种不适感是成长的关键。

2.4 后续行动安排

• 群组管理：确保所有成员加入微信群，以便同步信息和沟通。缺席者需提前通知，否则视为不礼貌。
• 24小时任务：
  • 从现在起到下次见面（明天），参与者需每小时左右反思一次自己的感受。
  • 记录下想要做的事情，整理出简短的方向陈述（两句话以内）。
  • 避免陷入细节，专注于核心的“种子（Seed）”想法。

3. 会议结论

• 工作模式确认：团队目前处于共同学习阶段，直到周日结束。成员间需相互尊重、倾听，并通过群聊保持高频互动。
• 核心方法论：从“氛围/直觉”出发，而非从“具体点子”或“媒介形式”出发。拥抱不确定性和非传统经验，通过“肯定”态度拓展创作边界。 下一步行动*：各成员需在24小时内梳理出个人的项目方向向量，并在明天的会议中进行简要汇报。

4. 会议内容评价

• 优点：
  • 主持人有效引导了混乱的讨论，将发散的话题收束到“方向”和“氛围”这一核心概念上。
  • 引入了心理学层面的建议（肯定策略），帮助团队成员处理认知冲突和个人偏好差异。
  • 明确了具体的后续任务和时间节点，增强了执行力。
• 待改进/观察点： * 部分参与者对“不指定具体任务”的模式感到困惑或焦虑，可能需要更清晰的示例来理解何为“非媒介导向”的思考。

  * 团队内部存在明显的性格差异（如规则偏好 vs. 打破规则），需持续关注如何在合作中平衡这些差异，将其转化为创造力而非阻力。

会议纪要：关于“氛围（Vibe）”概念的探讨与项目发布

会议主题

深入探讨数字媒体与现实生活中的“氛围（Vibe）”概念，分析其文化差异、技术实现及心理机制，并发布为期六天的创作项目。

会议内容摘要

1. “氛围”的定义与文化语境

• 概念辨析：导师指出“氛围”并非单纯的视觉或听觉元素，而是一种瞬间的直觉感受（"Oh, I get the vibe"）。它类似于一种不可言说的振动或节奏，难以精确翻译，尤其在跨文化语境下（如中英之间）。
• 中式氛围示例：讨论了具有中国特色的元素，如“香火”、“祈福”、“长香”。这些元素带有地域性、神话色彩及中式美学，能引发特定的情感共鸣，类似西方文化中的吸血鬼等符号。
• 物理与数字的界限：“氛围”既存在于数字媒体中，也存在于线下物理场景（如夜店、医院、官僚机构）。导师强调其不局限于线上，而是广泛存在于人类的生活体验中。

2. 情绪推送与算法机制

• 情绪驱动：学生提出，“氛围”可能更贴近于“情绪”的推送。当特定元素出现时，平台会推送相应的情绪内容（如焦虑、兴奋）。
• 生理反应：讨论认为“氛围”源于肾上腺素和多巴胺等激素的反应，而非单纯的脑部思考。社交媒体通过制造愤怒、快乐或悲伤来刺激用户，形成一种类似药物的依赖机制。
• 算法的不可见性：在社交平台上，由于缺乏反馈，用户往往无法感知自己的内容是否被传播，这种“无回应”本身也是一种氛围体验。

3. 误读与真实性

• 误读的必然性：由于每个人背景不同，对“氛围”的理解存在巨大差异（“一千个读者有一千个哈姆雷特”）。即使被误解或受到社交惩罚，也应坚持自我表达。
• 真实 vs. 表演：导师表达了对虚假表演的厌恶（如在俱乐部看到人们刻意跳舞表演），推崇真实的情感流露（无论是快乐还是悲伤哭泣）。
• 负面氛围的吸引力：讨论了低画质、抽象、丑陋甚至令人不适的视频内容（如AI生成的“水果人”短剧）。这类内容虽然可能被视为“脑腐（Brain rot）”，但因其荒诞和独特性，反而能引发强烈的关注和独特的宇宙感。

4. 项目任务发布

• 核心任务：每位学生需选择一个自己生活的“氛围系统（Vibe System）”，并在此系统中沉浸工作六天。
  • 注意：这不是“心情（Mood）”或“世界（World）”，而是一个具体的、可感知的氛围体系。
  • 形式不限：可以是视频、图像、文本或其他任何媒介，导师个人偏好视频，但无严格限制。
• 工作流程：
  1. 展示素材：每人从自己的作品中选出三个体现该氛围的案例，快速向全班展示。 2. 集体反馈：观众只需回应“是的，这就是那个氛围”或“我有这种感觉”，以验证氛围传达的有效性。
  2. 选定种子：根据反馈，确定一个作为后续创作的“种子（Seed）”。
  3. 独立/合作创作：接下来的几天内围绕该种子进行创作。
• 分组建议：
• 鼓励合作，特别是对于感到不安全或缺乏自信的学生，团队工作可能更有益。
  • 如果直觉倾向于独自工作，也可以选择独立完成。
  • 关键在于行动，避免犹豫不决。
• 时间安排：当前有约40分钟的工作时间，随后将在下午4:30进行状态汇报（Status Round）。

结论

本次会议确立了“氛围”作为一种超越语言和文化界限的直觉性、情绪性体验的核心地位。通过分析其在数字算法和现实生活中的表现，明确了创作方向。项目旨在让学生通过沉浸在一个特定的“氛围系统”中，探索其内在逻辑与外部反馈，并通过六天的实践完成初步的创作孵化。

会议内容评估

• 互动性强：师生之间进行了深入的哲学与技术层面的对话，涵盖了语言学、心理学和社会学多个维度。
• 目标明确：虽然前期讨论较为发散，但最终落脚点在具体的执行任务上，指令清晰（选一个氛围系统，工作六天，展示反馈）。
• 包容性与开放性：导师鼓励非常规、甚至负面的审美体验（如低质视频、荒诞内容），强调艺术创作的多样性和真实性，保护了学生的潜在创造力。

氛围的制造：平滑、丑陋及其背后的机器

(The Manufacturing of Vibes: Smooth, Ugly, and the Machine Underneath)

会议内容摘要

1. 工作坊结构与流程说明

• 基本模式：本次为期6天的研讨会采用“输入-讨论-实践”的模式。每天包含约10-20分钟的理论输入，随后是10-20分钟的讨论环节，以及1-1.5小时的工作坊实践时间。
• 反馈机制：讲师强调学员是“氛围（Vibe）”的专家，因此非常重视学员的直接反馈和观点。鼓励学员在感到不适或害羞时，通过微信小组提供反馈或提问。
• 灵活性与纪律：讲师表示喜欢纪律，但反对过于僵化的结构。如果学员有其他课程安排（如下午4:30），可提前告知并请假。
• 结束环节：每天最后半小时为状态汇报轮次，学员展示当天的工作成果。
• 休息安排：理论输入后会有短暂休息，讲师会组织咖啡休息。

2. 核心理论输入：“氛围”的定义与本质

• 氛围先于认知： * “氛围（Vibe）”或“感觉（Feel）”是一种快速的阅读，发生在身体感知层面，先于大脑的理解和判断。
  • 正如年轻人处理TikTok/Instagram内容的速度，他们能在两秒内接收信息并产生感受，而无需完全理解上下文。这是一种“先感觉，后理解”的过程。
• 整体性与矛盾性：
  • 氛围不是单一的事物，而是众多参考系、语境和时机汇聚时的总和。它无法被完全拆解或精确翻译，但却是清晰可读的（Legible）。
  • 氛围既是精确的又是模糊的，存在于光谱之中。艺术家必须学会与这种矛盾共存，因为矛盾是艺术的核心。
• 文化类比：
  • 讲师探讨了“Vibe”的中文对应词，学员提出“意境”或“气运”。 * 讲师引用中国画论中的“气运”概念进行类比：“气”为表层感官，“运”为内在精神与共振。这表明对“氛围”的探讨并非全新概念，而是有着千年历史的文化积淀。

3. 核心批判：氛围背后的机器与算法

• 基础设施的非中立性：
  • 每一个“氛围”之下都隐藏着巨大的基础设施（平台、算法、服务器、电力等）。这些机器并非中立，而是以利润为导向设计的。 * 算法旨在检测用户的情感反应，将拥有相同感受的人群归类，并通过维持这种感受来留住用户（Scrolling）并促进消费（Buying）。
• 氛围的商品化：
  • 算法并不关心氛围的含义，只关心其有效性（即用户是否停留）。因此，氛围成为一种产品，甚至是其他产品的交付系统。“Good vibes only”不仅是一种情绪，更是一种商业模式。
• 艺术家的挑战：
  • 当代艺术家面临的核心问题是：能否创造出算法无法消化、无法预测的氛围？
  • 艺术家需要思考如何打破、放缓、污染或使氛围变得“丑陋”且对机器不可读（Illegible to the machine），同时对人类依然可读。

4. 讲师立场与合作模式

• 角色分工：讲师承认自己不了解学员这一代人的具体“氛围”，也不属于中国语境。学员是频率的阅读者，讲师带来的是对底层机器和基础设施的分析。
• 协作目标：双方将在“感觉”与“解释”之间的空白地带进行合作探索。讲师负责揭示背后的机器逻辑，学员负责教授具体的氛围体验，共同填补这一空白。
• 技术辅助：讲师使用AI工具辅助研究和思考，并认为在当前语境下，机器翻译比人工翻译更能保留非逻辑性和怪异感，避免人为的“合理化”篡改。所有会议内容将被记录以便后续总结。

会议结论

本次研讨会确立了以“氛围”为核心，深入剖析其背后算法机器逻辑的教学方向。明确了讲师（基础设施视角）与学员（氛围体验视角）的合作关系，旨在探索如何在算法主导的环境中，创作出具有独特性、甚至是对抗性的艺术表达。

会议内容评估与建议

• 优点：
  • 理论框架新颖，将抽象的“氛围”概念与具体的数字资本主义基础设施相结合，具有很强的现实批判意义。
  • 尊重学员的主体性，建立了平等的交流机制。
  • 跨文化视角（中西方对“氛围/气运”的理解）丰富了讨论维度。
• 建议：
  • 明确实践任务：虽然提到了“丑陋”、“不可读”等概念，但在后续的实践中，建议提供更具体的案例或练习，帮助学员理解如何在作品中实现“对机器不可读但对人可读”的效果。
  • 技术稳定性： transcript中提及网络延迟和语音识别问题，建议在后续环节中优化技术支持，确保沟通顺畅。
  • 深化“气运”讨论：既然提到了中国画论中的“气运”，可以在后续几天更深入地挖掘传统美学概念如何与现代算法环境对话，形成更独特的本土化理论输出。

Note on the Transcript

No raw transcript survives for Day 1. The session recordings that exist for this workshop were bundled per day, and the file covering this date holds only the structured Chinese meeting summaries reproduced above, not a turn-by-turn transcript. The English text on this page is UBERMORGEN's translation of that Chinese summary, not a separate original.

Day 3's file, by contrast, originally carried this same summary content a second time under the wrong date, alongside a full bilingual transcript that in fact belongs to Day 3 itself. That transcript has been moved to the Day 3 page, where it belongs.

If a transcript for this day turns up later, it will be added here.