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Chain of Thought — why 'think step by step' actually works

BACKGROUND
1 SIGNALFIRST DETECTED 27 July 2026
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7 Apr
Reasoning Models Emergence: How Chain-of-Thought Unlocks Complex Problem Solving

<p>The release of OpenAI's o3 and o4 reasoning models marked a shift in how we understand language model capabilities. These models do not simply generate text. They allocate

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7 May
Work Doesn't Start With a Blank Page Anymore

<p>You opened ChatGPT before Slack this morning.<br /><br /> Not for anything complicated. Just to figure out how to begin.</p> <p>That small move is already changing what

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23 Jul
Next-Token Prediction: How an AI Actually Writes Text (Not Magic — Just Probability)

<blockquote> <p>📺 Prefer to watch? <a href="https://youtu.be/vbnIZiyaFCE" rel="noopener noreferrer">90-second YouTube Short</a> · 💬 <a href="https://t.me/SoftwareEngineerBlog"

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17 May
How Many R's in Strawberry? Your AI Has No Idea Why That's Hard

<h1> How Many R's in Strawberry? Your AI Has No Idea Why That's Hard </h1> <p>How many R's are in the word "strawberry"?</p> <p>If you ask ChatGPT, there's a decent chance you'll

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21 Apr
16 Ways to Make a Small Language Model Think Bigger

<blockquote> <p>This article is syndicated from the original post on <a href="https://blogs.oracle.com/developers/16-ways-to-make-a-small-language-model-think-bigger"

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15 Oct
Structural Chain-of-Thought: Reasoning with Executable Computational Graphs

arXiv:2610.15107v1 Announce Type: new Abstract: Chain-of-thought prompting enables reasoning in large language models but produces explanations that are difficult to verify,

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13 Apr
The Stamp and the Shadow: How Control Mechanisms Shape Chain of Thought in AI

<table> <tr><td> <a href="https://www.reddit.com/r/ChatGPT/comments/1sk599r/the_stamp_and_the_shadow_how_control_mechanisms/"> <img alt="The Stamp and the Shadow: How Control

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25 Apr
OpenAI Just Released GPT-5.5. Here's What It Actually Does (and What It Costs You)

<p>GPT-5.4 shipped on March 5. Seven weeks later, on April 23, 2026, OpenAI released GPT-5.5 — and the pace alone tells you something about where this race is headed. This isn't

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