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- 🤖 Must-Know Agentic AI Design Patterns
🤖 Must-Know Agentic AI Design Patterns
🦾Plus: Google's quantum algorithm ⚛️
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🧠The Principles of Natural Language Processing
📚Agentic AI Applications: A Field Guide
⚙️The Ultimate Guide to n8n for PMs
🔬MiniMind: Train a tiny LLM from scratch in 2 hours
🚨 Open letter demands halt to superintelligence dev
✂️ Meta slashes 600 jobs across AI division
💡 AI Tutorial:Quick Guide to Download ChatGPT Atlas on Mac
🤖 AI Tools and Data Tools to checkout
In this article, you will learn seven proven agentic AI design patterns, when to use each, and how to choose the right one for your production workload. Building AI agents that work in production requires more than powerful models. You need a clear structure for how agents reason, coordinate, self-correct, and use tools to accomplish goals.
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So, what is Natural Language Processing? NLP involves several steps that help computers process language similarly to humans. Learn more about Natural Language Processing, what it entails and its benefits in general.
This field guide is for teams navigating that chasm, mapping the terrain of architecture patterns, reliability engineering, and cost dynamics that separate successful systems from science projects. These patterns operate most effectively when supported by critical data infrastructure.
How to build LLM workflows, agentic workflows, and AI agents in n8n without coding. Best practices, common mistakes, and ethical hacks for the n8n Community Edition. What’s the difference between n8n, Make, OpenAI Agent Builder and other agentic frameworks? To me, the most critical aspect is its non-AI orchestration layer.
MiniMind trains ultra-small language models from scratch on a single GPU in hours. It reproduces the full LLM pipeline, including pretraining, SFT, LoRA, RLHF, and distillation, using native PyTorch without third-party abstractions.
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👨💻 Data Tools, Libraries
precloud
An open source command line interface that runs checks on infrastructure as code to catch potential deployment issues before deploying.
OTF
An open source alternative to terraform enterprise.
kysely
A type-safe typescript SQL query builder.
GraphGPT
Extrapolating knowledge graphs from unstructured text using GPT-3.
AI News:
Amazon just introduced new smartglasses for its delivery fleet that project navigation instructions and package info directly into a driver’s vision, marking the e-commerce giant’s latest infusion of AI tech into its efficiency push. The glasses display turn-by-turn directions, package scanning data, and delivery confirmations, eliminating constant phone checking during deliveries.
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Public figures across tech and politics have signed a Future of Life Institute letter demanding governments prohibit superintelligence development until it's proven controllable and the public approves its creation. The letter cites concerns including ‘human economic obsolescence,’ ‘losses of freedom, civil liberties, dignity, and control,’ and ‘potential human extinction.’
Meta just eliminated roughly 600 positions across its AI division, according to a memo from Chief AI Officer Alexandr Wang — with the company’s FAIR research arm reportedly impacted but its superintelligence group TBD Lab left intact.
Google has published a paper describing a computational approach that demonstrates a quantum advantage compared to current algorithms. The effort centers around a concept called 'quantum echoes', a series of operations on the hardware qubits that make up the machine. Using the approach, Google researchers completed a task using quantum computing that could have been done on classical hardware, demonstrating quantum utility.
Reddit has filed a lawsuit against Perplexity and three data-scraping companies, alleging they circumvented Reddit's protections to steal content for training AI models without paying licensing fees, while Reddit maintains paid partnerships with competitors like OpenAI and Google.
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AI Tutorial
Quick Guide to Download ChatGPT Atlas on Mac
Go to chatgpt.com/atlas and click the Download for macOS button in the upper-right corner.
Select ChatGPT Atlas and drag the app into the Applications folder on your Mac.
Click on the app to open it, and if a security warning appears, click Open to continue.
When Atlas launches for the first time, you’ll see a welcome screen. Click Log in with ChatGPT, then sign in using your existing OpenAI credentials or create a new account if you don’t have one.
During setup, you’ll be asked whether you’d like to import browser data from Chrome or Safari. Click Start import if you want to bring your bookmarks and settings over, or Skip to move on.
Atlas will then ask if you’d like to enable browser memories so the browser can remember your preferences and browsing habits for smarter responses and proactive suggestions. Choose Turn On or Skip depending on your preference.
Once setup is complete, you can start using ChatGPT Atlas right away. You can also set Atlas as your default browser.
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pre.dev accelerates idea to development.
AskGPT extension enhances web browsers by providing AI-powered summaries and insights directly on web pages.
Editby - Create content for your blog, newspaper, newsletter, press notes, social networks etc. with AI.
Data Analyst AI connects Google Analytics with ChatGPT, delivering AI-powered eCommerce insights and automated weekly reports.
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