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AI / ML Articles

Explore real-world engineering experiences from top tech companies.

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Pinterest logoPinterest

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Google logoGoogle
11 min read
AI•2025-12-11

Building agents with the ADK and the new Interactions API

This post explores two integration patterns for using Google's new Interactions API alongside the Agent Development Kit (ADK) and Agent2Agent (A2A) protocol.

Deepmind logoDeepmind
01 min read
AI•2025-12-10

Strengthening our partnership with the UK government to support prosperity and security in the AI era

Google DeepMind announces a deepened partnership with the UK government to accelerate AI adoption in science, education, public services, and national security.

Spotify logoSpotify
101 min read
AI•2025-12-09

Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3)

Spotify shares how they designed reliable background coding agents ("Honk") using strong verification loops to minimize incorrect or broken pull requests at scale.

AI
Developer Experience
Platform
Developer Tools
Deepmind logoDeepmind
01 min read
AI•2025-12-09

FACTS Benchmark Suite: Systematically evaluating the factuality of large language models

Google introduces the FACTS Benchmark Suite, a comprehensive evaluation framework for measuring factuality of large language models across four distinct benchmarks.

Pinterest logoPinterest
41 min read
AI•2025-12-08

How Pinterest Built a Real‑Time Radar for Violative Content using AI

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.

ai
engineering
pinterest
foundational-model
trust-and-safety
Deepmind logoDeepmind
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 logoMicrosoft
31 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
AI agent
Developer productivity
Deepmind logoDeepmind
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 logoSpotify
111 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.

AI
Developer Experience
Platform
Developer Tools
Infrastructure
Grab logoGrab
511 min read
AI•2025-11-21

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.

engineering
performance
Engineering
Data
Dropbox logoDropbox
61 min read
AI•2025-11-17

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.

models
Search
Machine Learning
AI
Dash
Dropbox logoDropbox
71 min read
AI•2025-10-23

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.

models
Search
Machine Learning
AI
Infrastructure
Multimedia