Notice there's another side to this coin. If you're fundraising yourself, money per se is not dangerous translates to: money per se is not useful. Unless you can say precisely how all that extra money is going to help you beat competitors, don't raise it.
Meta presents TUNA
Taming Unified Visual Representations for Native Unified Multimodal Models
If you haven't tried Replit in a long time, it's a *really* good time to try it again! It's a leapfrog over anything else on the market at the moment.
the latest version of Replit is rad. It has improved leaps & bounds since I gave up on it in April.
@amasad 'Idea to app, fast' ----> 'Idea to app, NOW'
📣 Join the first Gemini 3 AMA on Dec 3 at 9am PT / 12pm ET / 6pm CET with @GoogleDeepMind on the Google Devs Discord.
Host @nikitanamjoshi, DevRel Engineer, will demo the latest capabilities of Gemini 3 and answer your questions.
See you there:discord.gg/KVdjYpB7?event…s
The Bert-Nebulon Alpha Stealth model is live now as @MistralAI's new Mistral Large 3!
Try the full release now on OpenRouter: openrouter.ai/mistralai/mist…
半年前看到的故事有了续集，有时候已有的经验会变成未来的障碍，因为对某种技术过于熟悉而拒绝接受新的更先进的技术，结果被新技术淘汰。如果能转变心态，其实很多时候已经有的经验可以让自己更快的学习新的技术。
想起若干年前我重学前端，我很早就做过前端，不过是jQuery，直接操作dom，后来转去做别的事情很久没碰过前端，再回来发现前端已经翻天覆地，都是react、redux这种新的技术栈，于是不得不重新学。
开头的时候是最最痛苦的时候，和新人不一样，react、redux、webpack这些新技术栈和以前jquery的思路是完全不一样的，如果不懂jquery，反而可以很快接受新的技术思想，但是对于对旧的技术思想过于熟悉的，就总是会想借用旧的经验，反而适得其反，就好比学英语总是先用中文翻译一遍。
痛苦的时候最自然的想法就是退回去，继续用自己熟悉的技术栈，又不是不能实现，还又快又好，但也意味着再没机会无法去掌握新的技术，永远停留在就的技术栈。
我忘了当初经历几周还是几个月才完全学会 react、redux，但我依然记得当时学新技术栈的痛苦和总想退回旧技术栈的冲动。
熬过去就海阔天空了，不仅掌握了新的技术，以前的经验也不会白费，最重要的是不会被时代甩下去。
半年前我写过一个故事，结论是经验主义在 AI 时代会变成一种思维惯性，模型更新太快了，很多时候经验是锚住你脚的那块石头。
当时只是个项目插曲，一个十年经验的算法工程师被敢乱试的实习生打得措手不及。
没想到半年后，这位同事最后还是走到了被淘汰这个词上。
当其他人借助AI/AI coding产出成倍提升的时候，他还在原地踏步。人挺好技术能力也在，只是时代往前跑，他没跑。
最让我记忆深刻的是在数月前几十人的会上，他特别认真地说：
“不能让 AI 帮你 coding，把核心能力让出去，你未来怎么竞争？”
我当时公开批评过，但心里也很清楚，你永远也无法叫醒一个装睡的人。
真正让竞争力消失的从来不是 AI，你越是不愿接触新的东西，越会被时代的平均速度悄悄甩得更远。
AI 没有偏向谁也没有要害谁，它就是继续往前。能不能跟上，是每个人自己的选择。
别抱着旧的护城河不放，一定要时刻保持拥抱变化的肌肉记忆。
时代真的变了。
“When your speech changes or you lose your speech, you lose a huge part of your identity, which can isolate you from society… What is AI for good? Well, you're hearing it right now.”
Yvonne Johnson joined us at the ElevenLabs Summit to share her journey with motor neuron disease (ALS) and how access to personalized voice empowers individuals, strengthens communities, and brings visibility to those living with speech loss.
Find the link to the full session in the comments.
Congrats to @benhylak, @alexisgauba, @snarkyzk, and @raindrop_ai on their $15M seed!
Raindrop is the monitoring platform for AI agents. They're trusted by some of the fastest-growing AI companies, including Replit, Speak, Clay, Framer, and more.
Today, Cohere is expanding its partnership with @SAP to meet the increasing demand for sovereign AI technology across Europe and other key global markets.
Together, we plan to make our agentic AI platform, North, available on SAP’s infrastructure.
Read the blog to learn more - cohere.com/blog/cohere-ex…
Gemini knows your location and current date, so you can ask gemini to get the location and date by itself, e.g.
----
City name: {get my location from my profile}
Date: {get current date}
----
------ full prompt -------
Present a clear, 45° top-down view of a vertical (9:16) isometric miniature 3D cartoon scene, highlighting iconic landmarks centered in the composition to showcase precise and delicate modeling.
The scene features soft, refined textures with realistic PBR materials and gentle, lifelike lighting and shadow effects. Weather elements are creatively integrated into the urban architecture, establishing a dynamic interaction between the city's landscape and atmospheric conditions, creating an immersive weather ambiance.
Use a clean, unified composition with minimalistic aesthetics and a soft, solid-colored background that highlights the main content. The overall visual style is fresh and soothing.
Display a prominent weather icon at the top-center, with the date (x-small text) and temperature range (medium text) beneath it. The city name (large text) is positioned directly above the weather icon. The weather information has no background and can subtly overlap with the buildings.
The text should match the input city's native language.
Please retrieve current weather conditions for the specified city before rendering.
City name: {get my location from my profile}
Date: {get current date}
