#大佬观点

grok bot is the BEST AI agent orchestrator right now and THIS is the best setup i’ve EVER seen youtu.be/1cWZ7Ekff6E?si=YkcMx… it runs claude code for engineering and paper for design here is the FULL setup and how to copy it:

Introducing Gemini Decision 1, our new frontier decision model in the Gemini API. It is $0.10 per 1M input tokens with no additional cost. With support for image, audio, video, and PDF natively, 256K context window, & 1K questions. You can try it for free in the API!

In 2015, I built an AI that detects early cancer. Today, we’re introducing ARC by Rayline: the world’s first unified model for routing AI. > 97.5% of Opus 5.5 quality > Up to 1/10th of the cost > Fully open-source It picks the right model and the right amount of thinking for every step of your agent’s work. Try it here and read our technical report below: rayline.ai

Introducing Grok Bot 1.0. AI teammates that work alongside your whole team. Share Bots, collaborate with them in Slack and Teams, invite them to meetings, and watch them learn and become more helpful.

AWS CEO on building a $1 trillion business Amazon thinks its cloud business could generate $1 trillion a year within the next five to ten years. I sit down with AWS CEO @mattsgarman in Seattle to understand what gives him that confidence and what could get in the way. Garman explains how AI is pushing companies to move their core operations into the cloud, accelerating the business AWS spent two decades building. We discuss why he thinks inference, the computing required to run AI models, is still below 1 percent of its eventual scale. He says AWS is adding one GPU every 14 seconds and expects capacity shortages for another couple of years. I ask how he decides who gets the GPUs, why he holds capacity back for startups that don’t exist yet, and where he sees risk in the industry’s spending. Recorded right after the midterm elections, our conversation also covers the backlash against data centers, what the industry needs to do to win over communities, and why he sees deserts as more promising than space. I also ask about the reset inside Amazon’s Nova team and whether it still intends to compete at the frontier of AI. We get into selling Trainium chips outside AWS, the rise of inference providers like Baseten and Fireworks, and Amazon’s big research bet on using mathematical proofs to help AI agents follow rules. Timestamps: 00:00 AWS’s trillion-dollar bet 02:24 How AI is accelerating cloud growth 09:33 The cost of scaling AI 14:10 The risks of the compute boom 17:02 Why inference is still early 20:03 The backlash against data centers 28:21 Data centers in space, oceans and deserts 31:38 The rise of AI inference providers 33:53 AWS’s full-stack strategy 36:52 Why AWS is selling Trainium chips 38:11 How AWS allocates scarce compute 40:10 AWS’s frontier AI ambitions 41:37 Making AI agents safe 46:31 Open vs. closed AI models 49:14 Running AWS inside Amazon Links: Spotify: open.spotify.com/episode/4uEH… YouTube: youtu.be/1C_MErgk2Z0 Substack: sources.news/p/aws-ceo-matt-g… Apple Podcasts: sources.news/p/aws-ceo-matt-g… Thanks to the show’s sponsors: @mercury, @meetgranola , and @Atlassian

Fable 5.2 shows substantially improved skills in controlling physical robots, even on tasks it has never explicitly been trained to do. On RoboDojo, a benchmark with a simulated two-arm robot, it outperformed other models and most AI systems built to control robots.

what the f*ck. Grok Bot just helped me win in court against my ex-wife mid-divorce. her lawyer shows up with photos of me at every bar I went to that month. and tells the judge I'M the one stalking HER custody hearing in 3 weeks Grok Bot said someone's following me. let's prove it it set up an open-source tool called Chasing Your Tail. a Raspberry Pi in my glovebox that logs every phone around you and flags the ones that keep showing up github.com/azmatt/chasing_you… 8 days later: one phone, 23 times, 9 places my house. my kids' school. my office. my gym. the bar then it checked which Wi-Fi networks that phone remembers: "Hartley_Investigations" "Jenna_Home_5G" a private investigator. who's been inside my ex-wife's house she hired a PI to follow me and told the court I was following her the logs went to my lawyer as Exhibit C her stalking claim got thrown out. 50/50 custody lawyers don't win custody battles anymore. Grok Bot does prompt + how to turn it into a Grok Bot skill below 👇