AI / ML Articles

Pinterest built a real-time AI-assisted system to measure the prevalence of policy-violating content by tracking what users actually see, not just what they report.

engineering

foundational-model

trust-and-safety

Deepmind

01 min read

AI•2025-12-04

Engineering more resilient crops for a warming climate

Scientists use AlphaFold to predict enzyme structures and engineer heat-resilient crops by stabilizing glycerate kinase (GLYK), a key photosynthesis enzyme.

Microsoft

01 min read

AI•2025-12-03

The Interaction Changes Everything: Treating AI Agents as Collaborators, Not Automation

This post presents a framework for treating AI agents as collaborative partners rather than automation tools, based on Microsoft's Entra SDK v1-to-v2 migration across hundreds of repositories.

Engineering@Microsoft

AI agent

Developer productivity

Deepmind

01 min read

AI•2025-11-25

AlphaFold: Five years of impact

This article reflects on five years of AlphaFold's impact since solving the protein structure prediction problem in 2020, recognized with the 2024 Nobel Prize in Chemistry.

Spotify

31 min read

AI•2025-11-24

Background Coding Agents: Context Engineering (Honk, Part 2)

Spotify shares lessons from building a background coding agent ("Honk") that automates large-scale code migrations by generating mergeable pull requests across thousands of repositories.

SpellVault’s evolution: Beyond LLM apps, towards the agentic future

This article describes how Grab's internal AI platform SpellVault evolved from a no-code LLM app builder into an agentic AI platform capable of reasoning and acting dynamically.

How Dash uses context engineering for smarter AI

Dropbox Dash evolved from a traditional RAG-based enterprise search into an agentic AI system, requiring a new discipline called context engineering to manage what information models receive.

With Mobius Labs' Aana models, we're bringing deeper multimodal understanding to Dropbox Dash

Dropbox has acquired AI startup Mobius Labs and is integrating their multimodal AI models, called Aana, into Dropbox Dash to enable deeper understanding of rich media content.

Enhancing Code Quality at Scale with AI-Powered Code Reviews

Microsoft's AI-powered code review assistant now supports over 90% of PRs company-wide, impacting 600K+ pull requests per month.

Engineering@Microsoft

Developer productivity

Paypal

11 min read

AI•2025-04-14

PayPal Releases Agentic Toolkit to Accelerate Commerce

PayPal introduces the Agentic Toolkit, a library that integrates PayPal's commerce APIs into AI agent frameworks.

artificial-intelligence

PayPal Begins Rollout of MCP Servers to Accelerate Agentic Commerce

PayPal has launched an official MCP (Model Context Protocol) server to enable AI-driven agentic commerce for developers and merchants.

mcp-server

developer

artificial-intelligence

Microsoft

01 min read

AI•2025-03-03

How Microsoft Engineers Build AI: Learn about scalable RAG-enabled AI Apps

This post introduces Microsoft's new video series on how engineers build scalable RAG-enabled AI applications, using the Ask Learn plugin in Copilot for Azure as a case study.

Engineering@Microsoft