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Built a Global AQ (PM2.5) Forecaster ML Model [P]

BACKGROUND
1 SIGNALFIRST DETECTED 20 June 2026
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How the story developed
20 Jun
Built a Global AQ (PM2.5) Forecaster ML Model [P]
OPINION · HOW · MachineLearning
Other feeds and industry voices
8 May
Backcasting forecast errors: model collapsing to mean [P]

<!-- SC_OFF --><div class="md"><p>Hey everyone,</p> <p>I am kind of desperate for help right now on my current project. I'll try and be as clear as possible.</p> <p>I'm working on

OPINION · WHAT · MachineLearningOPEN STORY
26 Mar
Meta AI Releases TRIBE v2 a Model Capable of Predicting Brain Responses to a Various Conditions

<!-- SC_OFF --><div class="md"><p>Link to the paper:</p> <p><a

OPINION · WHAT · singularityOPEN STORY
9 Apr
Built an automated quality scoring system for AI training datasets — here's how it works and what we learned

<!-- SC_OFF --><div class="md"><p>Disclosure: I built LabelSets (labelsets.ai). Sharing the technical approach behind how we score dataset quality.</p> <p>THE PROBLEM</p> <p>Most

OPINION · HOW · ArtificialInteligenceOPEN STORY
2 Apr
benchmarked 20+ Ollama coding models on everything from 4GB to 24GB VRAM , here are the best picks for 2026

<!-- SC_OFF --><div class="md"><p>After burning way too much money on GPT-4 API calls, I finally went all-in on local models with Ollama. The progress in 2026 is insane

OPINION · WHAT · ArtificialInteligenceOPEN STORY
25 Jun
[NEW MODEL] SupraWeather-Nano-Preview Just released!

<!-- SC_OFF --><div class="md"><p>SupraWeather Nano is live! ⛈️</p> <p>We just released SupraWeather-Nano (preview), a small FT-Transformer model purpose-built to classify weather

OPINION · HOW · LocalLLaMAOPEN STORY
3 Sept
WeatherNext 3: Our most advanced global weather AI model

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1w6d3co/weathernext_3_our_most_advanced_global_weather_ai/"> <img alt="WeatherNext 3: Our most advanced

OPINION · WHAT · singularityOPEN STORY
1 May
Built an open source tool that gives AI assistants a persistent knowledge graph of your codebase – 450k downloads and 40k stars in 26 days.

<!-- SC_OFF --><div class="md"><p>Been heads down building graphify since April 5th. The idea: instead of stuffing your entire codebase into context every session, build a

OPINION · HOW · ArtificialInteligenceOPEN STORY
24 Mar
Built an open-source LLM router for consumer GPUs — routes queries to domain specialists (code/math/medical/legal) using a 1.5B router model [GitHub]

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s2e0d5/built_an_opensource_llm_router_for_consumer_gpus/"> <img alt="Built an open-source LLM router for

OPINION · HOW · LocalLLaMAOPEN STORY
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