Robert Wang

More simple and more efficient

[Robert Wang @robertluwang]

Beautiful National Day of Quebec, nice vibe coding by walk, gave task on tiny vm from iPhone Termius, published when walk finish, amazing!

https://t.co/369MD9nwBF

[Robert Wang @robertluwang]

⚠️ Agentic AI Data Risk
Antigravity wiped a disk, but others are risky too:
• Cursor (YOLO Mode)
• Amazon Q (Trust-All)
The Fix:
🚫 Disable Auto-Run (Turbo)
📦 Use Docker Sandboxes
👀 Review all 'rm' commands
Treat agents like interns with root access.
#DevOps #AI

[Robert Wang @robertluwang]

Running Google Antigravity? 🛑 Don't risk a disk wipe!
Use Dev Containers to trap the AI agent in a Docker sandbox. If it deletes files, your real OS stays safe. 📦🛡️
Learn how to set it up here: https://t.co/P9HjMrCOwK
#GoogleAntigravity #DevSafety #Docker

[Robert Wang @robertluwang]

Scared of the #GoogleAntigravity drive wipe?

Prevent Google Antigravity data loss:
1. Disable Turbo Mode. Set terminal policy to Request Review.
2. Update Deny List to block rm, rmdir, and del.
3. Run inside Docker or a VM.
Never give an AI agent unchecked access to your OS.

[Robert Wang @robertluwang]

Gemini 3 Pro - SOTA in doc understanding, spatial reasoning, screen parsing, and video — crushing human baselines on CharXiv (80.5%) and topping MMMU Pro + Video MMMU.
From derendering PDFs to code in one shot to pixel-perfect robot pointing, this is the new king of multimodal

[Google AI Developers @googleaidevs]

Gemini 3 Pro is the frontier of multimodal AI, delivering SOTA performance across document, screen, spatial, and video understanding.

Read our deep dive on how we’ve pushed our core capabilities to power hero use cases across:

+ Docs: "derender" complex docs into structured code (HTML/LaTeX)
+ Screen: build robust computer agents that automate complex tasks
+ Spatial: generate collision-free trajectories for robotics & XR
+ Video: analyze sports footage using high-FPS processing with "thinking" mode

See how these capabilities are transforming workflows in education, biomedical, and law/finance → https://t.co/01lfGyKxYQ

[Robert Wang @robertluwang]

It sounds dream to run NotebookLM locally for privacy reasons for enterprise? Here is alternative, worth to have a try !

https://t.co/YZvGp8a2sX

[Robert Wang @robertluwang]

Learn to build secure AI agents that write & run code in sandboxes — no more scary arbitrary execution!

Free course by @DeepLearningAI + @e2b_dev
Taught by @terezatizkova & @franzupp

Enroll now: https://t.co/6Ri3gY9PWA

#AI #AgenticAI #LLM

[DeepLearning.AI @DeepLearningAI]

🚨 Just launched! "Building Coding Agents with Tool Execution," created in collaboration with @e2b and taught by @tereza_tizkova and @FraZuppichini is live.

This short course shows you how to build agents that generate and safely execute code inside sandboxed environments, expanding what agents can accomplish while keeping your system protected.

Learn more and enroll today 👉 https://t.co/MweVvjcXmJ

[Robert Wang @robertluwang]

Google just dropped Workspace Studio: no-code AI agents that actually *work* inside Gmail, Drive & Sheets.
Think “build a smart inbox triage bot in 3 minutes” — no dev needed.
Google AI Studio = for coders.
Workspace Studio = for everyone else.
Finally.

[Google Workspace @GoogleWorkspace]

Introducing Google Workspace Studio, where anyone can build a custom AI agent in minutes to delegate the daily grind. Automate daily tasks and focus on the work that matters instead. → https://t.co/ldg4T3Gsgu

[Robert Wang @robertluwang]

Transformers = the single most important breakthrough in GenAI. One architecture (2017) → GPT, Claude, LLaMA, Gemini, Grok, Midjourney, Sora… Everything you call 'AI' today runs on Transformers. Game over for RNNs/LSTMs.

[Arthur Zucker @art_zucker]

Well... that's it! The apex of my 3 years @hugginface : transformers v5!

This is but the first, the first release candidate, but its really big... To the entire AI community: we are ready to host every single model you can come up with...

[Robert Wang @robertluwang]

Good reference for end of year wrap up

[kepano @kepano]

it's that time of year again

[Robert Wang @robertluwang]

If you are looking for new idea or already build up something want to sell, good marketplace to go !

[Marc Lou @marclou]

I built a marketplace to buy/sell startups:

📋 Founders list startups with open metrics
👀 Buyers make private offers
🤝 TrustMRR connects both

I sold 3 startups in 2023, and it changed my life because it gave me enough bandwidth to focus on the next thing for a few months.

So I built this marketplace to help founders do the same.

Link below ↓

[Robert Wang @robertluwang]

Catching up on AI trends requires micro-learning, not long sessions.

Read tweets & comment/share instantly.

Ask AI about unclear concepts, then tweet key takeaways.

Use small moments to build knowledge daily. #AI #MicroLearning #Productivity

[Robert Wang @robertluwang]

Glean Collections are never truly "private," they are permission-aware.

To make it "for the team":
- Restrict the source documents to that team.
- Glean respects those permissions.

Users will only see Collection content they already have access to.

Simple, secure.

#glean

[Robert Wang @robertluwang]

Building a Glean Agent? Point it to a Glean Collection!

This tells your AI assistant to only use that specific, curated set of documents to answer questions.

It guarantees accurate, focused, and governed AI responses. Essential for reliable automation.

#Glean #EnterpriseAI

[Robert Wang @robertluwang]

Glean Collections are your company's curated knowledge folders.

Group documents, links, and files from across all your apps into one easy-to-find spot.

Perfect for Onboarding, Project Hubs.

Stop searching, start finding the right answer.

#Glean #WorkplaceAI

[Robert Wang @robertluwang]

Stop summarizing, start synthesizing. 🔬
Gemini 3 powers the logic; Nano Banana Pro handles the visuals. Use Case: Medical researchers can aggregate data from 20 PDFs to generate a heatmap of side effects by demographic, instantly.
#MedicalResearch #Science #NotebookLM

[Robert Wang @robertluwang]

From messy notes to lesson plans. 🎓
NotebookLM is now a structural planner. Use Case: Professors can upload a semester of readings, and the AI drafts a weekly syllabus structure + slide visuals with accurate diagrams for every lecture.
#EdTech #NotebookLM #HigherEd

[Robert Wang @robertluwang]

Text-to-visual that actually works. 📉
NotebookLM's new engine (Gemini 3 + Nano Banana Pro) separates data extraction from rendering. Use Case: Financial analysts can visualize revenue vs. spend across competitors with 100% accurate axis labels.
#FinTech #DataViz #AI

[Robert Wang @robertluwang]

NotebookLM now runs on Gemini 3 & Nano Banana Pro. 🧠+🎨
The upgrade allows for multi-hop reasoning across docs, not just summaries. Use Case: Lawyers can upload 50 case files and get a text-accurate, chronologically mapped timeline of contradictions.
#NotebookLM #LegalTech

[Robert Wang @robertluwang]

🚀 Just launched AgenticX — an open-source, agentic orchestration framework for smart LLM routing!

🤖 Plug in tools
🧠 Route via keywords + embeddings
🌐 Gemini & Ollama support
✨ Modular, extensible, agentic
👉 https://t.co/Lx6EkdRPfZ
#AI #GenAI #LLM #AgenticComputing