Top Tweets for #actionlayer
This is not a travel app.
It’s an action completion layer for AI agents —
helping users actually book bus & train travel globally.
From planning → execution.
GitHub: https://t.co/I2AmQleyDu
#AIAgents #ActionLayer #OpenAI #TravelTech
The next phase of Web3 coordination is here.
@aegis_im , @grvt_io & @meme are taking part in the @PulseInfra campaign a model where every action counts, and every creator wins.
#PulseInfra #Web3 #ActionLayer
How to be part of the Decentralized AGI Ecosystem with @IntentAGI
#ai #aigc #web3 #intentagi #decentralizedfinance #actionlayer

Rapid, reliable, and cost-effective data updates are crucial for the development and operation of DeFi applications and other blockchain-based services. @solana
#ai #aiagent #actionlayer #intentagi
Real-time data isn't a luxury — it's a game-changer.
@PythNetwork uses Solana to update data faster than the blink of an eye.
MobileLLM: nice paper from @AIatMeta about running sub-billion LLMs on smartphones and other edge devices.
TL;DR: more depth, not width; shared matrices for token->embedding and embedding->token; shared weights between multiple transformer blocks;
Paper: https://t.co/TDWQWdZeIy

https://t.co/fX5EodgTTX
Amazing! Questflow represents a significant advancement in AI-powered workflow automation, offering a user-friendly platform that combines the capabilities of AI agents with human expertise to streamline various business processes. #ai #aigc #actionlayer #intentagi #agenticworkflow
Describe your current project using only six words.
🤖Actionable AI Agent 101: Key AGI Challenges Today
❌Agents Need Action
❌Allocation Incentive Issues
❌Privacy Protection Issues
#ai #aiagent #AGI #actionlayer #intentagi #web3 #web3community

It's crucial to grasp the concept of an agent before diving into complex frameworks. Establishing a strong foundation is key to truly understanding its nuances.
#ai #aiagent #aigc #actionlayer #intentagi
What is an agent?
The most common question and probably the least agreed upon term is 'agent'
So I made a simple diagram explaining what we think of as an agent
Essentially its a combination of a tool (function call)
Plus some sort of “looping” mechanism that takes feedback from its environment (i.e api call response)
There are a lot more varieties (planning, multi-agent), but in reality, it's just an LLM that can recursively call a function & make a decisions until it arrives at a solution
You don't need a crazy framework to get started with the basics. If anything, they make it harder to learn the ins and outs of them (plus their weaknesses)


Claude Sonnet 3.5 transforms a simple PDF earnings report into an interactive dashboard in just 30 seconds.
It goes beyond the capabilities of GPT-4o, Gemini Pro, Llama and other existing LLMs.
Future of work will 10x more productive with AI.
Actional AI Agent 101: Memory
For an AI agent in the live web environment, what does memory mean?
History-->Cache-->Web Knowledge & Personal Preference-->Relative Trace. Check this Framework by @IntentAGI
#ai #aigc #aiagents #actionlayer #web3 #web3community #intentagi

Advance AI capabilities as rapidly as possible while ensuring safety remains the top priority🦾🦾
#SSI #AI #aigc #actionlayer #IntentAGI
I am starting a new company:
From Windows to AI: The next generation will be 'AI-native,' seamlessly integrating AI co-pilots into everyday life. A key takeaway from last month's GenAI Summit.
#FutureOfTech #AINative #ai #aigc #windows #copilot #actionlayer
Today marks the beginning of a new era for Windows, with the launch of Copilot+ PCs. We can't wait to see how these new AI-powered devices empower people to be more productive and creative.
@IntentAGI Actionable AI agent daily test: "5 interesting things to do this weekend in San Francisco". Pottery Class sounds like a good plan!
Try yourself now: https://t.co/iyuuv2J7mr
#ai #aigc #aiagent #actionlayer #Intentagi #web3 #web3community

🦾👀🧠A multimodal vision-language model that understands icons, widgets, and text on iOS mobile screen, and reasons about their spatial relationships and functional meanings.
That is the foundation for an AI agent, ultimately the AGI. #AI #AIagent #IntentAGI #AGI #actionlayer #web3 #web3community
Everyone's expecting a reborn Siri at WWDC today. Well, Apple already published a paper on it that disclosed way more details than what we expect from Apple. It's called "Ferret-UI", a multimodal vision-language model that understands icons, widgets, and text on iOS mobile screen, and reasons about their spatial relationships and functional meanings.
Example questions you can ask Ferret-UI:
- Provide a summary of this screenshot;
- For the interactive element [bbox], provide a phrase that best describes its functionality;
- Predict whether the UI element [bbox] is tappable.
With strong screen understanding, it's not hard to add action output to the model and make it a full-fledged on-device assistant.
The paper even talks about details of the dataset and iOS UI benchmark construction. Extraordinary openness from Apple! They are truly redefining their AI research branch.
The paper was silently released with little PR fanfare in April. You still have enough time to warm up before WWDC: https://t.co/gVv9vK5oJz
![DrJimFan's tweet photo. Everyone's expecting a reborn Siri at WWDC today. Well, Apple already published a paper on it that disclosed way more details than what we expect from Apple. It's called "Ferret-UI", a multimodal vision-language model that understands icons, widgets, and text on iOS mobile screen, and reasons about their spatial relationships and functional meanings.
Example questions you can ask Ferret-UI:
- Provide a summary of this screenshot;
- For the interactive element [bbox], provide a phrase that best describes its functionality;
- Predict whether the UI element [bbox] is tappable.
With strong screen understanding, it's not hard to add action output to the model and make it a full-fledged on-device assistant.
The paper even talks about details of the dataset and iOS UI benchmark construction. Extraordinary openness from Apple! They are truly redefining their AI research branch.
The paper was silently released with little PR fanfare in April. You still have enough time to warm up before WWDC: https://t.co/gVv9vK5oJz](https://pbs.twimg.com/media/GPuU2TsbYAAT7Y8.jpg)
🤩👏Daily test with @IntentAGI's first actionable AI agent, "find today's top5 meme coin gainers."
Interesting to see how AI thinks about the task and executes the plan. https://t.co/4P5slOq72o
#AI #AIGC #actionlayer #aiagent #web3 #web3community

✅Interactive worlds
✅Self-explore
✅Decision making
❓@IntentAGI foundation model
Get prepared for the next Agentic Era! #ai #aigc #aiagent #agentic #actionlayer

🩷🩵🔥60K Followers in 1.5 months! Thank you for the support! #ai #aigc #AGI #actionlayer #AIagent #web3 #Web3Community
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