Top 5 Ways Broken Triage Increases Business Risk Instead of Reducing It

Top 5 Ways Broken Triage Increases Business Risk Instead of Reducing It

• Triage is supposed to make things simpler • In a lot of teams, it does the opposite • When you can’t reach a confident verdict early, alerts turn into repeat checks, back-and-for

Cybersecurity · February 25, 2026 (updated February 25, 2026) · 1 min · 207 words
Reducing Text Bias in Synthetically Generated MCQAs for VLMs in Autonomous Driving

Reducing Text Bias in Synthetically Generated MCQAs for VLMs in Autonomous Driving

• Computer Science > Machine Learning [Submitted on 28 Jan 2026] Title:Reducing Text Bias in Synthetically Generated MCQAs for VLMs in Autonomous Driving View PDF HTML (experimenta

Research & Labs · February 23, 2026 (updated February 24, 2026) · 2 min · 278 words

Drastically Reducing Out-of-Memory Errors in Apache Spark at Pinterest

• Felix Loesing | Software Engineer In 2025, we set out to drastically reduce out-of-memory errors (OOMs) and cut resource usage in our Spark applications by automatically identify

Engineering Blogs · February 17, 2026 (updated February 25, 2026) · 2 min · 292 words

Drastically Reducing Out-of-Memory Errors in Apache Spark at Pinterest

• Felix Loesing | Software Engineer In 2025, we set out to drastically reduce out-of-memory errors (OOMs) and cut resource usage in our Spark applications by automatically identify

Reducing Privacy leaks in AI: Two approaches to contextual integrity

Reducing Privacy leaks in AI: Two approaches to contextual integrity

• As AI agents become more autonomous in handling tasks for users, it’s crucial they adhere to contextual norms around what information to share-and what to keep private. • The the

Reducing experiment duration with predicted control variates

• I n 2021, we published a blog post titled ’ Increasing experimentation accuracy and speed by using control variates ,’ describing how we reduce the variance of metrics using CUPE

Engineering Blogs · November 25, 2025 (updated February 24, 2026) · 3 min · 615 words
Deploy Safety: Reducing customer impact from change

Deploy Safety: Reducing customer impact from change

• It’s mid 2023 and we’ve identified some opportunities to improve our reliability. • Fast forward to January 2025. • Customer impact hours are reduced from the peak by 90% and con

Engineering Blogs · October 7, 2025 (updated February 25, 2026) · 2 min · 238 words
Deploy Safety: Reducing customer impact from change

Deploy Safety: Reducing customer impact from change

• It’s mid 2023 and we’ve identified some opportunities to improve our reliability. • Fast forward to January 2025. • Customer impact hours are reduced from the peak by 90% and con