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[D] Cloud vendors define "real-time" as under a second. Control systems need und

BACKGROUND
1 SIGNALFIRST DETECTED 8 April 2026
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How the story developed
Other feeds and industry voices
9 Apr
Cold start latency on GPU cloud platforms in 2026 — p99 specifically, not p50. Anyone have real data? [D]

<!-- SC_OFF --><div class="md"><p>doing infrastructure evaluation for inference workloads and running into the same problem everywhere: every platform publishes p50 cold start

OPINION · HOW · MachineLearningOPEN STORY
24 Apr
The EU and the White House published documents about AI accountability in the same week. Different problems. Different angles. The same gap underneath both. [N]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1sufmrp/the_eu_and_the_white_house_published_documents/"> <img alt="The EU and the White House

OPINION · WHAT · MachineLearningOPEN STORY
15 May
Only 1 in 5 companies are using the AI setup that delivers 71% productivity gains - Stanford data from 51 real deployments

<!-- SC_OFF --><div class="md"><p>Just went through a Stanford paper that tracked 51 actual AI deployments - not surveys or sentiment polls, real production systems across 41

OPINION · HOW · ArtificialInteligenceOPEN STORY
30 Apr
I finally sat down and did the math on my Cloud LLM bills… and I’m moving almost everything to a 4090. [R]

<!-- SC_OFF --><div class="md"><p>I used to be all-in on cloud APIs. For any side project, I’d just grab an OpenAI or Anthropic key and not think twice. It was convenient. No

OPINION · HOW · MachineLearningOPEN STORY
6 May
Wrote an article on Sub 10ms Retrieval Systems [R]

<!-- SC_OFF --><div class="md"><p>Spent my Sunday running Moss's benchmarks on my M4 Air instead of touching grass. Single-digit P99.</p> <p>It runs in-process. No network hop.

OPINION · WHAT · MachineLearningOPEN STORY
15 Jun
Embedded/edge ML folks: what actually eats the most time ,getting data, or cleaning/labeling it (time series sensor data, not computer vision/audio)? [D]

<!-- SC_OFF --><div class="md"><p>I'm trying to understand where people doing sensor based ML on microcontrollers (IMU, accelerometer, vibration ,that kind of time-series data)

OPINION · WHERE · MachineLearningOPEN STORY
2 Apr
ai agent token costs are getting out of control and nobody is talking about the context efficiency problem

<!-- SC_OFF --><div class="md"><p>been overseeing our AI agent deployment and the numbers are alarming. we have ~400 developers using AI coding agents (mixture of copilot and

OPINION · HOW · LocalLLaMAOPEN STORY
13 Apr
What I wish I knew about how to secure mcp connections for chatgpt and claude at work

<!-- SC_OFF --><div class="md"><p>Rolled out mcp tool access for our ai assistants about 6 weeks ago so chatgpt and claude could hit our crm, project management tool, and a few

OPINION · HOW · OpenAIOPEN STORY
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