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The future of Optimus will be decided by the egg, not the squat. Tesla's Gen 2 demo cuts from a humanoid moving a fragile egg to squats and finger gestures. The squat looks impressive. The egg is the hard part. A useful humanoid will have to handle soft, slippery, unpredictable objects thousands of times without a reset or a human stepping in. The next important Optimus video is not another trick. It is one ordinary task repeated for an entire shift. What would convince you first: an eight-hour warehouse test or a robot doing chores in a real home?

Not a great month for hardware wallets. Trezor disclosed a breach at its shipping provider affecting ~13.7K recent customers. ~11.7K had full name, email, phone and shipping address exposed. Trezor systems/private keys were not compromised. The leak directly links identities and physical addresses to known crypto holders, creating significant phishing, social-engineering and potential physical-security risk. Hardware wallets are often considered "more secure" than software wallets. While I still think that is "generally true" in a few specific aspects, this incident reinforces an advantage of software self-custody wallets (such as Binance Web3 Wallet & Trust Wallet), without purchasing and shipping a physical device that links a user's identity and address to crypto ownership. Not saying hardware wallets are "bad". Just different risk profiles. YZiLabs is an investor in many hardware wallets. Security, privacy and convenience comes in many different shapes. The more we can educate our communities, the better.

Gemini 3.7 Flash is live! - Low latency and lower token costs by 50% while advancing reasoning for coding and agentic loops. - Software Engineering Performance (DeepSWE v1.1): 37.0% ➔ 65.3% - Enterprise Automation (AutomationBench): 13.4% ➔ 30.4% Available now via our APIs, @GoogleAIStudio and @antigravity!

The bottleneck in software development is increasingly feedback latency. Across product, design, engineering, and QA, every handoff adds latency and late feedback makes changes more expensive. The software factory model changes this: product, design, engineering, and QA operate in the same execution loop, with shared context and continuous validation. That means fewer handoffs, faster decisions, and a shorter path from idea to production. I wrote about why I think this is becoming the next operating model for software teams and what it means for how we design the software factory itself. Would also love to hear how your team is reducing feedback latency. Link to the blog in comments

Today we're introducing Gemini 3.7 Flash, our most intelligent workhorse model yet for coding and agents. This model brings substantial gains across software engineering, web development, and complex knowledge work. Now through the end of the year, Gemini 3.7 Flash is available at an introductory price* of $0.75/1M input and $3.75/1M output tokens — making it easier and more cost-effective for developers and customers to scale production-ready agents.

Our Flash models are workhorses that offer performance at a great price. So, we're shipping updates fast to get them in developers’ hands. And now just 3 weeks after launching 3.6 Flash, 3.7 Flash shows significant gains including in coding and agentic work. It delivers substantial improvements across software engineering, knowledge work, and web development, all with an introductory price at half the original cost of 3.6 Flash. We've gotten positive feedback from early users, including our own engineers using 3.7 in @Antigravity, and we’re excited for you to try it there. Also available via Gemini API in @GoogleAIStudio, Gemini Enterprise & more, full list and details here:

一张这样的 AI 自拍， 居然能拿 10W+ 点赞👀 Prompt🔽 一位年轻成年女性在室内卧室中进行近距离手机自拍，胸部以上近景构图，人物脸部占据画面主体，正面略微俯视镜头，肩膀自然放松，身体轻微侧向镜头，眼睛直视镜头，表情安静自然，嘴唇微微放松。 女生拥有浅金色长直发，头发自然垂落在双肩和胸前，轻薄整齐的空气刘海覆盖额头，头顶有少量自然碎发和细小翘起发丝，清晰表现每一根头发的真实纹理。右侧耳边别着一枚深藏蓝色立体花朵发夹。 脸型小巧精致，五官自然，棕色大眼睛，细长自然睫毛，淡淡眼线，浅棕自然眉毛，小巧鼻尖，柔和粉色嘴唇。妆容非常轻薄，呈现自然裸妆效果。 皮肤保持真实人体皮肤质感，能够看到细微毛孔、皮肤纹理、鼻尖高光、脸颊细小色差和自然肤色变化，皮肤细腻但保留真实细节，呈现高分辨率真人摄影质感。 耳朵佩戴小巧银色耳饰，一侧为简洁耳钉，一侧为细小的银色爱心吊坠耳环。 身穿一件浅薰衣草紫色细肩带上衣，胸口带有柔软褶皱与轻微荷叶边设计，面料自然贴合身体。 场景为现代简约卧室，背景使用暖灰色墙面，左侧可以看到深色门框与阴影区域，右后方摆放一盏开启的暖黄色床头台灯，背景自然虚化但仍然能够识别室内空间。 室内自然光与暖色台灯混合照明。人物正面受到柔和自然光照射，脸部光线均匀柔软，右侧背景带暖黄色灯光，左侧略暗，形成非常轻微而真实的明暗层次。眼睛带自然窗光反射，高光柔和。 真实手机前置摄像头自拍风格，近距离拍摄，轻微广角透视，真实镜头距离，人物没有刻意摆拍感，像女生在卧室里随手拍摄的一张日常自拍。 photorealistic, ultra realistic skin texture, visible pores, individual hair strands, natural facial details, realistic smartphone selfie, soft indoor lighting, warm ambient light, shallow depth of field, high dynamic range, natural color grading, subtle sensor texture, highly detailed, 4K portrait photography

"You play hard, make a mistake, I can live with that... but I can't live with soft basketball." Doc Rivers' hard-nosed mentality has led him to the 6th-most coaching wins ever (1194), the 1999-00 NBA Coach of the Year award, the 2008 NBA Championship, and now, the @Hoophall!