<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Research Contributors on tab-foundry Docs</title><link>https://bensonlee5.github.io/tab-foundry/docs/research-contributors/</link><description>Recent content in Research Contributors on tab-foundry Docs</description><generator>Hugo</generator><language>en</language><copyright>tab-foundry contributors</copyright><atom:link href="https://bensonlee5.github.io/tab-foundry/docs/research-contributors/index.xml" rel="self" type="application/rss+xml"/><item><title>Sweeps</title><link>https://bensonlee5.github.io/tab-foundry/docs/research-contributors/sweeps/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://bensonlee5.github.io/tab-foundry/docs/research-contributors/sweeps/</guid><description>&lt;p&gt;Use this page when the question is about the active sweep, the current anchor,
or the next allowed research change.&lt;/p&gt;
&lt;p&gt;A sweep is the repo&amp;rsquo;s way of testing one research change at a time without
losing attribution. If you need the broader architecture or synthetic-data
context, pair this page with
&lt;a href="https://bensonlee5.github.io/tab-foundry/docs/research-contributors/"&gt;Research&lt;/a&gt;.&lt;/p&gt;
&lt;h2 id="start-with"&gt;Start With&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="https://bensonlee5.github.io/tab-foundry/docs/research-contributors/sweep-contract/"&gt;Sweep Contract&lt;/a&gt;:
queue discipline, locked surface, artifact requirements, and execution loop&lt;/li&gt;
&lt;li&gt;&lt;a href="https://bensonlee5.github.io/tab-foundry/docs/ml-engineering/workflows/"&gt;Workflows&lt;/a&gt;: command
syntax for inspect, execute, promote, render, and validate&lt;/li&gt;
&lt;li&gt;&lt;a href="https://bensonlee5.github.io/tab-foundry/docs/development/roadmap/"&gt;Roadmap&lt;/a&gt;: which questions are
actually next&lt;/li&gt;
&lt;li&gt;&lt;a href="https://bensonlee5.github.io/tab-foundry/docs/reference/"&gt;References&lt;/a&gt;: evidence and literature
context&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id="inspect-first-commands"&gt;Inspect-First Commands&lt;/h2&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;.venv/bin/tab-foundry research sweep list-sweeps
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;.venv/bin/tab-foundry research sweep list --sweep-id &amp;lt;sweep_id&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;.venv/bin/tab-foundry research sweep next --sweep-id &amp;lt;sweep_id&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;.venv/bin/tab-foundry research sweep summarize --sweep-id &amp;lt;sweep_id&amp;gt; --include-screened
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;.venv/bin/tab-foundry research sweep inspect --order &amp;lt;order&amp;gt; --sweep-id &amp;lt;sweep_id&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;</description></item><item><title>Agent Program</title><link>https://bensonlee5.github.io/tab-foundry/docs/research-contributors/sweep-contract/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://bensonlee5.github.io/tab-foundry/docs/research-contributors/sweep-contract/</guid><description>&lt;p&gt;Use this contract when you are running or reviewing a selected anchor-only
system-delta sweep in &lt;code&gt;tab-foundry&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Use &lt;code&gt;docs/workflows.md&lt;/code&gt; for command syntax and artifact expectations. Use this
contract for the objective, the locked comparison surface, the queue
discipline, and the interpretation policy.&lt;/p&gt;
&lt;p&gt;Treat this as a research-execution contract, not the architecture roadmap. A
selected sweep may intentionally hold a PFN-adjacent, hybrid diagnostic, or
sandwich-local surface fixed while isolating one question. The long-term
direction for the public model surface still comes from
&lt;code&gt;docs/development/roadmap.md&lt;/code&gt; and &lt;code&gt;docs/development/model-architecture.md&lt;/code&gt;.&lt;/p&gt;</description></item></channel></rss>