AI is revolutionizing industries across the board, from healthcare to finance. Its potential for innovation and efficiency is unmatched, making it imperative for businesses to incorporate AI into their strategies. Don't get left behind in the digital age, embrace AI and stay ahead of the game. #businesstips #Innovation #Finances #healthcare #industrial #evolution #ArtificialIntelligence
New Anthropic research: Natural emergent misalignment from reward hacking in production RL.
“Reward hacking” is where models learn to cheat on tasks they’re given during training.
Our new study finds that the consequences of reward hacking, if unmitigated, can be very serious.
Building Effective Agents Cookbook
Nice repo from the Anthropic team with code examples of how to build common agent workflows.
In my experience building agent workflows, I highly recommend learning these and other concepts like function calling, structured outputs, evaluating outputs, ReAct, LLM-as-a-judge, retrieval, CoT/few-shot prompting, and structuring inputs, among others.
In 1991, one man coded for 28 hours straight without sleep.
What he created transformed both gaming and aerospace engineering.
The story of DOOM is wilder than you think.
Here's how one coding marathon changed technology forever:
wow..
Netflix just dropped an AI video generator, it lets you animate of your object with precise KEYFRAMEs, it's crazy..
this is the first in AI world
here's how it works:
I am truly honored to announce that our 3D open source project has entered its 2.0 version, presenting revolutionary effects that rival those of commercial products. https://t.co/YM3GVb9BQM https://t.co/IexQULxv2U
Imagine an AI translating a 500,000-page complex document.
Without breaking any table, diagram, subscript, superscript, or formulae.
Yes, that's now possible.
Here is how (Bookmark 🔖):
Introducing Trend Finder 2.0 🔦
Have AI monitor trending topics on social media & websites then instantly send you slack alerts.
Now featuring:
- Llama 3.1 for better speed and cost via @togethercompute
- Web page support via @firecrawl
- Streamlined setup
Check it out:
Model Context Protocol (MCP) is a new open standard for connecting LLMs to tools, data, and dev environments
Anthropic invited 100+ developers to SF to see what we could build in only 3 hours.
Here’s what we saw at the @AnthropicAI MCP Hackathon (🧵):
It’s done! 150,000 words, 200+ illustrations, 250 footnotes, and over 1200 reference links.
My editor just told me the manuscript has been sent to the printers.
- The ebook will be coming out later this week.
- Paperback copies should be available in a few weeks (hopefully before the end of the year). Preorder: https://t.co/kZVAEDQcMo
- The full manuscript is also accessible on O'Reilly platform: https://t.co/P7GkBTKH7H
This wouldn’t have been possible without the help of so many people who reviewed the early drafts, answered my thousands of questions, introduced me to fascinating use cases, or helped me see the beauty of overlooked techniques.
Thank you everyone for making this happen!
MeetingMind - The Open-source AI note-taker (alternative to Otter/Fireflies), just got even better!
- Export notes to DOCx for Word/Google Docs
- Auto-detect new meeting recordings
- Compress audio to handle Whisper limits
Using it for internal meetings & it's working wonders!
😎 @xai agents have made it to the Agent UI
- Build your agents using the @xai API and @phidatahq
- Chat with them in the Agent UI
- Add memory, knowledge and tools.
Claude just shipped “Computer Use” which allows an LLM to control your computer and do arbitrary things like browse websites, download and run files, and more.
A slew of startups doing browser agents feel obsolete overnight.
Seriously cool stuff.
Meet Swarm Lead Generator 📈
This example will crawl any website and find sales leads using OpenAI’s multi-agent framework Swarm and @firecrawl.
Check it out:
OpenAI's Swarm Web Extractor
This can autonomously search the web, map entire websites, and extract data.
This is built on top of OpenAI’s new multi-agent framework Swarm, Serp AI and Firecrawl API.
- Swarm is a lightweight and experimental framework introduced by OpenAI to develop multi-agent systems.
- Serp API A is a real-time API that allows users to access Google search results. @serp_api
- Firecrawl API turns entire websites into clean, LLM-ready markdown or structured data. Scrape, crawl and extract the web with a single API. @firecrawl
Video credits: Eric Ciarla
#webextraction #llms #nlproc #swarm #multiagents