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A 35%-accurate model that still ranked well, and adding more features made it wo

BACKGROUND
1 SIGNALFIRST DETECTED 22 July 2026
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1 Apr
Can we trust LLMs with financial data? Visualizing model overconfidence (ECE) across 30 stock predictions

<!-- SC_OFF --><div class="md"><p>I plotted the Expected Calibration Error (ECE) for an LLM (Gemini 2.5 Pro) forecasting 30 different real-world time-series targets over 38 days

OPINION · HOW · ArtificialInteligenceOPEN 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
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
27 Apr
Alignment Makes Models More Decisive Without Making Them More Truthful

<!-- SC_OFF --><div class="md"><p>&#x200b;</p> <p>## Abstract</p> <p>Post-training makes language models more decisive without necessarily making them more accurate — and we find

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
18 Oct
I tried to beat the S&P 500 with machine learning. The bugs taught me more than the model.

<h2> The short version </h2> <p>I could not build a stock picker I can prove beats the S&amp;P 500, and the most useful thing I found was a list of bugs that made weak results

REPORT · WHAT · Dev.toOPEN STORY
29 Apr
Built an ML model that predicts UFC fights and use AI to explain why [P]

<!-- SC_OFF --><div class="md"><p>Been a UFC fan for years and recently had some spare time to build a web app that uses Machine Learning to predict which fighter will win as a

OPINION · WHO · MachineLearningOPEN STORY
21 Apr
New LLM Position Bias Benchmark: does an LLM keep the same judgment when you swap the answer order? Judge models compare two lightly edited versions of the same story twice, with the order swapped. The median model flips in 45% of decisive case pairs. GPT-5.4 is worst at 66%.

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1srx4i1/new_llm_position_bias_benchmark_does_an_llm_keep/"> <img alt="New LLM Position Bias Benchmark: does

OPINION · WHEN · singularityOPEN STORY
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