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How I Automated Architecture Code Reviews Using Agentic AI and GitHub Actions
Media

How I Automated Architecture Code Reviews Using Agentic AI and GitHub Actions

by Jayesh Pattamatta — Your 50-page architecture document is useless if nobody reads it. Here is how I built an LLM to enforce system design in CI/CD.

Towards AI·
How Encoder Transformers Actually Understand Language
Media

How Encoder Transformers Actually Understand Language

by Cristian Leo — The evolution of the attention mechanism in encoder only models. From BERT to ModernBERTThe AI world is currently obsessed with models that talk. GPT-4, Claude 3, and Llama have become the...

Towards AI·
Related AnthropicMetaMeta OpenAILlama+1
Research

Build a Reinforcement Learning Powered Agent that Learns to Retrieve Relevant Long-Term Memories for Accurate LLM Question Answering

In this tutorial, we build a Reinforcement Learning–driven agent that learns how to retrieve relevant memories from a long-term memory bank. We start by constructing a synthetic memory dataset and...

Marktechpost·
How Popsa used Amazon Nova to inspire customers with personalised title suggestions
Research

How Popsa used Amazon Nova to inspire customers with personalised title suggestions

In this post, we share how we applied Amazon Bedrock and the Amazon Nova family of models to reimagine our Title Suggestion feature. By combining metadata, computer vision, and retrieval-augmented...

AWS ML Blog·
Media

How Spreadsheets Quietly Cost Supply Chains Millions

by Samir Saci — A simulation of how a single forecast change moves through five planning teams, and why most retailers lose money in the gap between Sales and Stores. The post How Spreadsheets Quietly Cost Supply...

Towards Data Science·
Discussions

Still waiting for Grok 3 to go opensource

Astonishing how Musk is touting the opensource horn but the actions don't follow suit. Thoughts?

r/LocalLLaMA·
Related GrokElon Musk
ML acceleration guide: TPUs vs GPUs
Media

ML acceleration guide: TPUs vs GPUs

by Glen Yu — There’s a lot of hype around GPUs and NVIDIA, but how much do you know about TPUs?

Google Developer Experts·
RelatedNVIDIANVIDIA
Discussions

how do you actually catch your agent breaking in prod before users do? [D]

we run an agent thing in production and we use langfuse for traces. last month our agent started refusing requests it should have answered. took us almost a week to notice. evals were all green....

r/MachineLearning·
Automate repetitive tasks with Amazon Quick Flows
Research

Automate repetitive tasks with Amazon Quick Flows

This post shows you how to build your first AI-powered workflow, using Amazon Quick, starting with a financial analysis tool and progressing to an advanced employee onboarding automation.

AWS ML Blog·
Microsoft and OpenAI’s famed AGI agreement is dead
Media

Microsoft and OpenAI’s famed AGI agreement is dead

OpenAI and Microsoft's partnership-turned-situationship just got even less committed. And a clause about artificial general intelligence, which has for years dictated the future of their deal, has...

The Verge AI·
RelatedMicrosoft OpenAI
Failure-Aware Medical AI: A System Architecture for Uncertainty-Driven Clinical Decision Making
Media

Failure-Aware Medical AI: A System Architecture for Uncertainty-Driven Clinical Decision Making

by Swarup Dewanjee — Figure: Overview of Failure-Aware Medical AI for Uncertainty-Driven Clinical Decision Making [Source — Image by Author]Integrating OOD detection, calibrated confidence, and human-in-the-loop...

Towards AI·
Media

Comparing Explicit Measures to Calculation Groups in Tabular Models

by Salvatore Cagliari — With the advent of UDFs and their combination with calculation groups, I see a lot of discussion about not creating explicit measures but instead offering calculation groups to report creators. The...

Towards Data Science·
Your AI Doesn’t Actually Remember You
Media

Your AI Doesn’t Actually Remember You

by Iryna Nozdrin — How LLM training, context geometry, and human feedback loops give rise to “AI personas.”

AI Advances·
How to Stop Prompt Injection Attacks in Healthcare, Finance & Government AI Systems (2026)
Media

How to Stop Prompt Injection Attacks in Healthcare, Finance & Government AI Systems (2026)

by Piyoosh Rai — The Silicon Protocol: How to Stop Prompt Injection Attacks in Healthcare, Financial, and Government AI Systems (2026 Guide)90% of organizations use defenses that fail in minutes. Here’s the...

Towards AI·
Build Strands Agents with SageMaker AI models and MLflow
Research

Build Strands Agents with SageMaker AI models and MLflow

In this post, we demonstrate how to build AI agents using Strands Agents SDK with models deployed on SageMaker AI endpoints. You will learn how to deploy foundation models from SageMaker JumpStart,...

AWS ML Blog·
Complete Angular Component Integration in Conversational AI Interfaces
Media

Complete Angular Component Integration in Conversational AI Interfaces

by Saurabh Kohli — A Guide to Generative UI with HashbrownPart 2 · Generative UI in AngularWhat you’ll learn: How a real enterprise Angular team maps their existing design system to a Hashbrown component registry,...

Towards AI·
Discussions

How do you test AI agents in production? The unpredictability is overwhelming.[D]

I’ve been in QA for almost a decade. My mental model for quality was always: given input X, assert output Y. Now I’m on a team that’s shipping an LLM-based agent that handles multi-step tasks. I...

r/MachineLearning·
Media

Meta inks deal for solar power at night, beamed from space

Overview Energy's first contract with Meta is a small step toward a future of space-based solar power.

TechCrunch AI·
RelatedMetaMeta

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