「"Reinforcement learning is part science and part art form."」

「"You don't know what they'll do until they're in production."」

「"The core win of Swin Transformer is making self-attention computation linear with respect to input size."」

「“If a $500,000 engineer spends less than $250,000 worth of tokens, I’m going to be deeply alarmed.”」

「“The agent reads what has been tried before to solve our problem, picks a new attack, and tries to improve.”」

「“It's not the AI model, it's the architecture that sits between the model and the data.”」

「"I trained my sign language detection model on a MacBook with no external GPUs, yet it runs real-time at several frames per second."」

「“One petaflops of fp AI performance, 128 GB system memory—this isn’t just a machine, it’s a gateway to creating the future.”」

「"Cursor 3.0 wants you to be an air traffic controller running swarms of AI agents."」

「"If you think bitcoin or e-commerce is the best way to make money in 2026, you have things completely backwards."」

「“When ten users share the same system, process it once, not ten times.”」

「"Memory bandwidth, not CPU power, is the real bottleneck in running large language models locally."」

「"Perfection is the enemy of progress."」

「"Woo!" — sometimes the simplest cheer carries the loudest promise.」

「“Mythos is basically a zero-day vending machine.”」

「"If we don't have a highly reliable, durable, and secure service, then we don't have a company."」

「The reparameterization trick allows gradients to flow through a stochastic layer by reparameterizing the sampling as a deterministic function of the network outputs plus external noise.」

「It's not about how hard you row, it's about what boat that you're in.」

「模拟就是模拟，再逼真也不是现实。」

「“really, really solid for like infographic type images”」

「**You don't know what your agent will do until it's in production.**」

「**“Scaling the training data outweighs the inductive bias.”**」

「“The sky is really the limit here.”」

「**“The browser tool for AI agents.”**」

「**“It’s possible, but I just don’t think it’s a great idea.”**」

「"So basically, GitHub provides scope for that part to evolve the code and the research memory."」

「**Depthwise separable convolution is an efficient 2D convolution operation that significantly reduces the number of floating point operations and learnable parameters.**」

「」

「“AI的潜能，现在远比我们想象的更大。”」

「AI agents can create new columns in a data table based on responses, automating feature extraction at scale.」

「“This is a gift to humanity, one that cannot be taken away.”」

「“We went north of the Arctic Circle in Finland and tested driving in 22-hour darkness and snow.”」

「"Developers build prototypes, but transforming that into a stable product is where the real work begins."」

「**We have this sub agent which is this reviewer agent that just knows what a good report looks like.**」

「“This is an incredible achievement.”」

「“The future of AI is not prompt engineering; it’s team management. Build your AI workforce.”」

「"This is a dictation masterpiece." — 这句话说明了它在语音识别中的制胜之处。」

「“If the model can be trusted to ask itself for feedback, it becomes more resilient and adaptable.”」

「“Effective prompting is the difference between a tool that helps you and a tool that makes you a better creator.”」

「The person who built the system should be the one looking at the logs and understanding if the model is doing what it is supposed to do.」

「"Great things are not done by impulse, but by a series of small things brought together." — Vincent Van Gogh」

「**“Treats text and image as just tokens to GPT, blurring the line between modalities.”**」

「“Most of the time, you let competition do its work and find the winners. But sometimes, one tiny push makes the whole system healthier.”」

「“Not just storing JSON, but making it easy to manipulate like a normal field.”」

「“It will remove the ifs and ums. It’s going to correct mistakes if you tell it during that dictation, and it’s also going to format text if needed.”」

「“When we ask, okay little AI, what was there, it says: ‘I dunno’.” —— 这反映了早期模型的记忆短板。」

「"The project Symphony is so interesting because OpenAI's engineering team realized that the current experience is centered around coding sessions, but in reality, software workflows are largely organized around deliverables like issues, tickets, and milestones."」

「“We are unable to issue compensation for degraded service or technical errors that result in incorrect billing routing.”」

「“Memory is the diary that we all carry about with us.”」

「“AI不是生意，而是引擎。” —AI只是帮你做好内容或产品的工具，真正的生意在于找到买家的需求。」

「"You don't have to be a developer to build your AI receptionist."」

「」

「“Most people use AI on their regular laptops or computers, but that's like driving a Ferrari on a residential street.”」

「It's going to be like internet or cable. you're just going to have like an AI module built onto your house that's like an AI supercomputer.」

「」

「"Creativity is a skill to sustain a creative state over an extended period of time."」

「"For an hour's talk, I spent 60 hours on development and animation."」

「"CLIP is a neural network that jointly trains an image encoder and a text encoder to map the respective modalities into the same embedding space."」

「"Reward hacking occurs when an RL agent exploits unintended loopholes in the reward structure."」

「“If a harmful prompt is detected, it can block it before it even gets to the agent.”」

「"You can be away from your house and you could need your computer to go and do some work on your behalf."」

「"Don't just throw AI in the middle of a broken process. Use AI to redefine the entire experience."」

「“Traces are the source of truth for agents, not code.”」

「“These types of AI are one trick ponies.”」

「"There is levels to this game."」

「Most AI agents have terrible memory — they forget everything after the session ends.」

「"It's only available on Mac OS right now, but I was able to beat up a homeless JavaScript developer and steal his MacBook so we could test it out."」

「"Attention is all you need."」

「“We cannot miss this moment because we are distracted by side quests.” — Sam Altman」

「“Student-teacher framework avoids model collapse by stabilizing training targets with slow teacher updates.”」

「“OpenAI was ballparking a loss of about $15 million a day on Sora.”」

「"Vision language models make multi-modal document understanding ten times easier."」

「“When a new paradigm comes, and these new tools open up new scenarios, that unlocks great new opportunities.”」

「"Once the run is finished, the runtime will send the run input and a couple other details as a post request to some endpoint that we provide."」

「"You can't use node commands, but you can use this set of settings."」

「*“Logits contain rich information about relative class preferences that is dark knowledge.”*」

「"Running parallel agents across multiple browser tabs seriously speeds up automation tasks."」

「“Memory turns a stateless into an agent that learns over time.”」

「“Monitoring results isn't just about tracking progress. It's also about catching issues as they happen.”」

「“The best way to build personal or corporate AI is a team of specialized agents working together in a shared context.”」

「“The AI’s close encounter rate is reduced by 25% just by thinking out loud.”」

「“Recursive self-improvement is unbounded in theory, but in practice limited by exploration and time.”」

「"We want to move AGI from the digital world of electrons into the physical world of atoms."」

「“The world's largest open-weight models can run locally on a DGX Spark with just one or two units.”」

「"Imagine: every time you hear that chill piano loop or soft vinyl crackle, your brain switches to 'work mode' automatically."」

「“Oracle AI database is the memory call for your AI agents.”」

「"This network is just a function, one that takes in 784 numbers as input and spits out 10 numbers as output."」

「“I have searched for a car that feels a certain way: powerful like a gorilla yet soft and yielding like a Nerf ball.”」

「"If you don’t know what you want, AI won’t give you what you need."」

「未来世界，AI不是专家才能用的工具，恰恰相反，AI会成为我们每个普通人开挂的工具。」

「At your fingertips now you have access to a fleet of middling to good engineers that you can deploy at any time. But the weird thing about these engineers is they have no memory.」

「你手里的这一套比别人多了很多技能，他更擅长做出好看的网站UI，更擅长做SVG动画，更擅长做PPT，更擅长写日报。」

「If Chat GPT is a chatbot that you can just converse with, then OpenClaw is sort of like an employee who never clocks out.」

「A skill is an automation or a step-by-step process for getting a job or task done in the way that you like doing it. Not some canned generic template, but how do you like doing your tasks?」

「Claude技能是一份简单的功能处理脚本，使用Claude可以做任何事情更加精准和方便。」

「未来人类介入代码的编写与修改，反而会被视为代码质量的风险来源。」

「没有这一层网关的支撑，后面所有的智能能力都无从谈起。」

「关键不在于问‘该买哪只股票’，而在于问‘如果我要采用价值投资策略筛选A股，应该关注哪些财务指标？这些指标的历史表现如何？’」

「Never gonna give you up, never gonna let you down.」