Yağmur Çiğdem Aktaş delivers a deep dive into Stable Diffusion through the lens of a seasoned computer vision researcher. She offers an unmatched guide to understanding and improving generative image quality for structured content like national flags. ai.gopubby.com/6f41c99e1281

Patricia Gestoso explores how AI is reshaping intimacy, mental health support & societal well-being. She navigates the fine line between innovation & ethical risk, challenging readers to question tech inevitability & advocating for responsible regulation. ai.gopubby.com/0310fb2a65c1

Every engineer Jake Teo knows uses Docker. But do you know how to optimize Docker images to reduce their size, speed, and number of vulnerabilities? In this article, he delivers visual benchmarks and actionable insights that any developer can benefit from. ai.gopubby.com/73261c5c84ff

Once you learned the basics of creating agents using LangGraph, you can now write your own custom tools to integrate into your own agent. Find out how in this follow-up article on AI Advances. ai.gopubby.com/extend-langgra…

This is a visionary and deeply researched exploration of how AI can transform democratic governance. Frank Schillinger offers a compelling case for moving beyond outdated representative models toward dynamic, AI-augmented participation. ai.gopubby.com/1aae5a94bd5e

Gradient descent alone can’t tell a cul‑de‑sac from a win—but a topology‑aware agent can. Upgrading from traditional AI to metacognitive engines may be far easier than we ever imagined. Dr. Jose Crespo demonstrates how this can be achieved. ai.gopubby.com/ebe67e218b61

I just published #Observability for #AgenticAI AI Advances ai.gopubby.com/agentic-observ… #Compensation based #Rollback Strategies for #nondeterministic Agentic Behavior #GenerativeAI #GenAI #LLM #LLMAgents #LLMInference #Latency #Throughput #AIAgents

Spectrograms and raw audio waveforms can be difficult to interpret—especially for those more familiar with rows and columns than frequency bins and time windows. In this tutorial, Ben Kapner demonstrates how to convert audio music files into tabular data. ai.gopubby.com/6efcaec33ec7

How did 20% staff cuts and a complete absence of editorial oversight create the perfect storm that led to publishing 10 fabricated books as legitimate summer reading recommendations? Wesley Swinnen introduces a scenario of “real authors, fake books.” ai.gopubby.com/d5c5a7db6e42

Let’s say you ask an AI the question, "What is 36 + 59?" We need to understand how it's arriving at the answer, 95. It turns out the AI employs a completely new approach to calculation. Nikhil Anand explores this intriguing topic in this article. ai.gopubby.com/bfb8bb9cf6a1

Patrick Kalkman builds Credit Scout—a lightweight, multimodal agent that detects film intros and outros at just $0.30 per movie. Clear, well-documented, and open source, this project offers a blueprint for scalable, affordable media tools. ai.gopubby.com/12ef196bc3d8

Dr. Pam Palmater delivers an insightful exploration of one of today’s most pressing creative dilemmas. As a professor, she brings rare authority and nuance to the debate, blending personal reflections with practical guidelines for responsible AI use. ai.gopubby.com/380c32f20fb6

This month we received 467 submissions (up 18% from last month!), and our acceptance rate reached a historically low 21% with 97 successful pieces. Among those, 24 pieces were Boosted, bringing our Boost rate to 25%—a significant drop from 43% last month. ai.gopubby.com/43af833d0822

Forget complicated photo software. Flux.1 Kontext lets you transform images using simple text prompts—and the results are astonishingly good. Anwesh Agrawal shows you how it works. What crazy edits have you pulled off? Share your thoughts and experiences! ai.gopubby.com/d212f2216f40

Chengzhi Zhao Chengzhi Zhao combines the flexibility of n8n with DeepSeek to build a self-hosted social media scheduler—without paying for premium platforms. This article will inspire you to explore new ways to automate your workflow with AI. ai.gopubby.com/97729680082e

Aiswarya Ramachandran Aiswarya’s Pack2Facts project combines vision-language models with practical preprocessing techniques to transform complex food labels into clear, actionable insights. Data-driven AI can be in the hands of everyday consumers. ai.gopubby.com/f8e405ddd331

This is an exceptional exploration of causal inference through the lens of German reunification. Blending historical insight with technical rigor, Linh V Nguyen explains how synthetic control can recreate counterfactuals in absence of randomized trials. ai.gopubby.com/2f8aceb11c43

It may sound counterintuitive, but we use AI to evaluate AI because human evaluators are costly. Thuwarakesh Murallie Thuwarakesh Murallie shares practical strategies for writing effective evaluation prompts that help LLMs assess more accurately. ai.gopubby.com/242e3b2f995b

What happens when you need your AI to act as a coder, agent, and assistant—all at once? Running 3 separate models triples the cost. But what if Raj Arun told you there’s a way to achieve the same specialized performance using just one model with adapters? ai.gopubby.com/c191241c843a

Wesley Swinnen presents a searing, well-researched indictment of corporate hypocrisy in the age of AI. The article reframes the copyright debate as a moral issue, not merely a legal one. ai.gopubby.com/eb6bec204543