<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Reasoning | Abhijit Chunduru</title><link>https://abhijit4-debug.github.io/tag/reasoning/</link><atom:link href="https://abhijit4-debug.github.io/tag/reasoning/index.xml" rel="self" type="application/rss+xml"/><description>Reasoning</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Sat, 01 Nov 2025 00:00:00 +0000</lastBuildDate><image><url>https://abhijit4-debug.github.io/media/icon_hua5d2116872382d6405c4fb215e02fa8e_2300_512x512_fill_lanczos_center_3.png</url><title>Reasoning</title><link>https://abhijit4-debug.github.io/tag/reasoning/</link></image><item><title>From Thoughts to Trees: Multi-Path Reasoning and Tool Integration in LLMs</title><link>https://abhijit4-debug.github.io/project/llm-reasoning-trees/</link><pubDate>Sat, 01 Nov 2025 00:00:00 +0000</pubDate><guid>https://abhijit4-debug.github.io/project/llm-reasoning-trees/</guid><description>&lt;ul>
&lt;li>Delivered 12-18% accuracy improvement over CoT and ReAct on GSM8K, ARC, and LogiQA.&lt;/li>
&lt;li>Added parallel branch scoring and pruning.&lt;/li>
&lt;li>Reduced incorrect tool calls by 25%.&lt;/li>
&lt;/ul></description></item></channel></rss>