Pattern Paradox: The Self-Reinforcing Nature of The Pattern Architecture & Systems
Author(s): Cole Williams Originally published on Towards AI. “All things appear and disappear because of the concurrence of causes and conditions. Nothing ever exists entirely alone; everything is in relation to everything else.” Probing & Stress Testing The Conceptual Foundation To MLM …
The Steepest Ascent Hill Climbing Algorithm Unraveled
Author(s): Mirko Peters Originally published on Towards AI. The steepest ascent hill climbing algorithm is a potent tool for optimization, yet it faces challenges such as local maxima, evaluation function dependency, and plateaus. By overcoming these hurdles through clever adaptations and real-world …
GenAI for Better NLP Systems II: Social Media Analytics
Author(s): Nabanita Roy Originally published on Towards AI. Leveraging GenAI for Social Media Analytics for swifter text processing and inferences as well as improving traditional NLP models with the aid of LLMs This member-only story is on us. Upgrade to access all …
#59: The Agentic AI Era, Smolagents, and a “Gatekeeper” Agent Prototype
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! As you already know, we recently launched our 8-hour Generative AI Primer course, a programming language-agnostic 1-day LLM Bootcamp designed for developers like you. We also have a …
Inside DeepSeek-R1: The Amazing Model that Matches GPT-o1 on Reasoning at a Fraction of the Cost
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
10 FAQs on AI Agents: Decoding Google’s Whitepaper in Simple Terms
Author(s): Kshitij Darwhekar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. This article is part of a new series I’m launching called 10 FAQs. In this series, I aim to break down complex …
Sleepless Nights: A Statistical Look at Modern Sleep Patterns
Author(s): Daksh Trehan Originally published on Towards AI. A Statistical Journey Into the Factors That Shape Our Sleep They say the best cure for sleepless nights is to count sheeps. But for some of us, the sheeps are too busy scrolling social …
Our NEW 8-Hour AI Crash Course for Developers!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! I’m sharing a special issue this week to talk about our newest offering, the 8-hour Generative AI Primer course, a programming language-agnostic 1-day LLM Bootcamp designed for developers …
Cache-Augmented Generation (CAG) vs Retrieval-Augmented Generation (RAG)
Author(s): Talha Nazar Originally published on Towards AI. Cache-Augmented Generation (CAG) vs Retrieval-Augmented Generation (RAG) — Image by Author In the evolving landscape of large language models (LLMs), two significant techniques have emerged to address their inherent limitations: Cache-Augmented Generation (CAG) and …
Accelerating Drug Approvals Using Advanced RAG
Author(s): Arunabh Bora Originally published on Towards AI. Using RAG with multi-representation indexing to get full context data from technical documents This member-only story is on us. Upgrade to access all of Medium. Image generated with Imagen 3 This article is inspired …
How AI is Transforming Evaluation Practices
Author(s): Mirko Peters Originally published on Towards AI. This post explores the transformative effects of advanced data integration and AI technologies in evaluation processes within the public sector, emphasizing the potential, challenges, and future implications of these innovations. This member-only story is …
The Potential Consciousness of AI: Simulating Awareness and Emotion for Enhanced Interaction
Author(s): James Cataldo Originally published on Towards AI. The Potential Consciousness of AI: Simulating Awareness and Emotion for Enhanced Interaction The benefit of simulated consciousness, from virtual worlds to the real one Source: AI generated image from perchance.org Whether it is possible …
TAI #136: DeepSeek-R1 Challenges OpenAI-o1 With ~30x Cheaper Open-Source Reasoning Model
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, the LLM race was blown wide open with Deepseek’s open-source release of R1. Performance is close to o1 in most benchmarks. Built …
Mastering Data Scaling: The Only Guide You’ll Ever Need (Straight from My Journey)
Author(s): Suraj Jha Originally published on Towards AI. How I Finally Conquered Data Scaling: Learn from My Real-World Experience This member-only story is on us. Upgrade to access all of Medium. Image By Author Scaling is one of the fundamental steps in …
You Can Out-Compete OpenAI.
Author(s): Savvas Theocharous Originally published on Towards AI. Don’t let the big dogs scare you. You have the advantage. This member-only story is on us. Upgrade to access all of Medium. This message is for those who genuinely love AI. This is …
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