Towards AI
“Towards AI” is a platform that delves into various aspects of artificial intelligence and machine learning. The content covers topics such as data augmentation for machine learning, Python programming scripts, and the use of Python in web3, blockchain, and smart contracts. Additionally, it explores the challenges and solutions in building AI applications with features like short-term memory and persistent conversation history. The platform also discusses the importance of understanding and utilizing enterprise-grade tools like Spark, EMR on EKS, and Airflow 3 for creating secure and efficient knowledge bases for AI applications.
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Progressive Disclosure in AI Agent Skill Design
Why your SKILL.md should be a table of contents, not an encyclopedia -- and how UX principles can make your AI agents faster and smarter Continue reading on Towards AI
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Cutting Batch Release from 14 Days to 3: A Case Study in Multi-Agent AI for Pharmaceutical…
How agentic AI architectures can compress decision cycles in regulated manufacturing with a practical implementation blueprint using… Continue reading on Towards AI
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JSON Tool Calling Is Dead. Here’s What Replaces It
Anthropic just made code-based tool orchestration the default path forward. Hugging Face saw this coming in December 2024. Continue reading on Towards AI
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I Ran a 70B Language Model on My 4GB GPU and It Actually Worked — Here Is What I Found
Run 70B LLMs locally on a 4GB GPU using AirLLM — no quantization, no cloud bills. Open-source, free, and supports Llama, Mistral & more. Continue reading on Towards AI
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You probably don’t need a Vector Database (Yet) for your RAG
Numpy and/or SciKit-Learn might meet all your retrieval needs Continue reading on Towards AI
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AI Is Leaving the Lab and Entering the Real World — And Most Engineers Aren’t Ready
The Skills That Got You Here Won’t Get You There Continue reading on Towards AI
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OpenClaw Architecture Deep Dive: Building Production-Ready AI Agents from Scratch
Dissecting the agent framework that hit 100K GitHub stars in a week — and had 400+ malicious plugins. Architecture patterns for building… Continue reading on Towards AI
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Top 20 Anomaly Detection Interview Questions and Answers (Part 2 of 2)
Machine Learning Interview Preparation Part 27 Continue reading on Towards AI
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Reverse Engineering Google Photos: FaceNet, Triplet Loss, and Why Softmax is RIP
How Google Photos Knows Who You Are (It’s Not Magic, It’s Just Really Good Math) Hi, I’m Keerthana😃. Real talk: my camera roll is flooded. I have abt 20k images, and half of them are blurry selfies....
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How I Used Sarvam AI’s Free API to Clone My Friend
Why spend $20 on OpenAI when you can build a hyper-local, Hinglish-speaking roast bot for ₹0 using India’s newest LLM? Continue reading on Towards AI
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The Self-Healing Code: Building an Autonomous Multi-Agent System That Fixes Itself
Move beyond chatbots. Let’s build a swarm of agents that can detect errors, debate solutions, and rewrite their own source code… Continue reading on Towards AI
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Digesting AI Research: Day 3 — Transformer’s
A deep dive into transformers: how attention replaced sequence and transformed the way machines learn language Continue reading on Towards AI
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