ชีพธรรม คำวิเศษณ์ | YouTuber & AI Educator 🤖
สอนใช้ Google Gemini Deep Research & NotebookLM เพื่อการวิเคราะห์ข้อมูลระดับสูง บรรยายและให้คำปรึกษาการใช้ AI
Elon Musk addressed Cursor employees after SpaceX’s acquisition of the company closed.
He said “Grok is falling behind, we need you guys to come in and help us.”
"He outlined the stakes, basically, that Anthropic is leading right now."
More details from @graceihle: https://t.co/aAbNoXnqQE
New research: Portable Computer is a local-first agent for private and cost-effective work.
With an on-device 27B model, our harness scores 82.6% on real knowledge work, beating open-source harnesses Pi and Hermes. Our post-trained PPLX 27B reaches 85.4%.
Introducing S1, our new foundation model that learns from one example.
It can be taught 10-minute long tasks that it has never seen before, from one video prompt without any fine-tuning.
Watch S1 operate in real-time via in-context learning:
Jeff Dean spent 27 years at Google — leading Google AI from 2018 to 2023 and serving as chief scientist until earlier this month. He's now co-founder and CEO of an AI startup called DiscoveryLoop.
His advice for the next generation of builders isn't what most people expect from someone with that resume.
Don't try to master AI. Skim wide instead.
"I often tell students it's better to skim 10 papers than to read one in detail because you then get 10 points in your cloud of what might be possible," he said at the 2026 Frontier & Pioneer Symposium. "Or even skim 100 abstracts — because what you want to be able to do is connect important ideas that have not yet been connected."
For entrepreneurs, that reframe matters more than it might seem. The founders who spot opportunities early are almost never the ones who knew the most about any single technology. They're the ones who read across domains and noticed an intersection nobody else was standing at.
Dean also has a specific framework for choosing what to work on: pick a five-year problem. Not a two-year problem too simple to matter. Not a twenty-year moonshot with no clear path. "Try lots of things that might not work," he said. "Some of them will."
On the broader question of AI's impact, Dean pushes back on the replacement narrative. He sees AI as a capability multiplier — something that expands what people can accomplish rather than a tool for cutting headcount. Accelerating research, expanding access to expertise, helping individuals tackle problems that would otherwise be out of reach. The entrepreneurs who build around that frame will make different — and likely better — decisions than the ones optimizing purely for efficiency.
The founders who win the AI era won't necessarily know the most about AI. They'll know how to connect it to everything else.
Read more: https://t.co/YFpcirnvGV
New in Chrome! We’re improving how you interact with images on the web with Gemini in Chrome on desktop:
🔲 Select from your screen to add specific context to your prompts
👤 Create images built around you with Personal Intelligence
🖼️ Transform images on the web
Sync your AI Studio apps with GitHub 🌟
New guide for GitHub sync in @GoogleAIStudio
✅- Commit directly to GitHub from AI Studio
🧑💻- Develop with Antigravity, continue in AIS
🚀- Sync from GitHub and deploy your app in two clicks
Read the details👇
https://t.co/nXVn2mzLVe
Big one from the LiveAvatar team today.
Concurrency limits are gone. Not raised, gone. One session or ten thousand on the same API, full-body 1080p from $0.01 a minute at scale.
Planning something enormous? Start here:
https://t.co/Z68pjwjQI7
🚨 NEW LABS EXPERIMENT 🚨
Great minds t̵h̵i̵n̵k̵ play alike!
Play with Putty is a collaborative vibe coding tool that lets you build tools and websites together in real time.
Ready for your imagination to go multiplayer? Join the waitlist at https://t.co/v4m5iiYt9T and share your feedback with us!
US only, ages 18+
Claude now has one memory across chat and Claude Cowork, and you decide what's in it.
Hand Cowork a task and it starts from what Claude already knows from your chats: the project you talked through, your manager's preferences, or the client from last quarter.
This founder grew his app Cal AI to $50,000,000 in ARR
And got acquired by MyFitnessPal in 18 months.
Today I'm speaking with @jakecastilloooo, the co-founder behind Cal AI's growth.
Getting the exact playbook that you can follow to grow an app business to 8-figures in revenue.
Chapters:
0:00 Intro
0:56 From $9.50 in his bank account to 8-figures in revenue
7:30 The influencer playbook that made Cal AI grow
13:05 The right apps for Cal AI's strategy
17:32 How Jake evaluates influencers
22:16 How to DM influencers for your app
28:15 The simple hack that gets influencers interested
35:01 What it actually took to grow Cal AI
40:57 What it will take for you to grow your app
47:08 Final thoughts before you take the leap
GEMINI 3.7 FLASH JUST GAVE GOOGLE WORKSPACE A SERIOUS AGENT UPGRADE.
And the biggest improvement isn’t smarter answers. It’s what happens after you give it a multi-step job.
What changed:
→ Gemini 3.7 Flash is now running inside Gemini Spark across Gmail, Docs, Calendar and Sheets.
→ DeepSWE jumped from 49% → 65%.
→ Frontier Code climbed from 34% → nearly 44%.
→ WebDev Arena moved from 1538 → 1588.
→ Long-document retrieval improved from 22% → 34%.
What that means in practice:
✓ Spark can pull information from multiple files, organize it and draft the final update.
✓ Give it a lead spreadsheet and it can prepare tailored follow-up emails for each contact.
✓ Ask it to review your last 20 client emails and summarize exactly where the project stands.
✓ Sheets Canvas gets the same model upgrade for formulas, organization and data work.
The interesting part?
Google shipped another major Flash upgrade only 3 weeks after the previous one.
The advantage now isn’t having access to AI.
It’s having clean files, clear instructions and repeatable workflows ready for agents to execute.
To understand how the AI magnates compare with business titans through history, we examined 11 technological waves in America over the past 150 years, from railways to the internet https://t.co/4FJIyYFdJq
🚨 CLAUDE IS A GAME CHANGER FOR ACADEMIC RESEARCH.
These 9 prompts help you review literature, uncover debates, identify research gaps, and synthesize evidence from uploaded papers.
🤫 ACADEMICS DON’T WANT YOU TO KNOW THIS.
🔖 Save this. Your next research paper will thank you.
Your AI requires a boss 💼
Gartner finds that only 37% of low-maturity organizations have a dedicated AI leader, compared to 91% of high-maturity organizations.
See all the benefits of having an AI leader here: https://t.co/MKaew28dgq
Today, we're introducing industry-specific solutions on Gemini Enterprise, starting with Gemini Enterprise for Legal and Financial Services, with more industries to come.
Gemini Enterprise for Legal is designed for law firms and in-house legal teams to help find and synthesize information, and navigate complex matters more efficiently. It has four capabilities →
Introducing Composer, a section-by-section song editor.
Start with your own lyrics or track, a blank page, or a prompt, then shape the track piece by piece until it’s finished.
Today we’re launching Portable Computer on @NVIDIA DGX Spark.
Portable Computer is a fully local version of Perplexity Computer, where the entire runtime: orchestrator LLM, subagent LLM, agent harness all run on your local hardware. No cloud dependency.