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5 | 5 | <link>https://kadubon.github.io/github.io/</link> |
6 | 6 | <description>Research preprints and theoretical works by K. Takahashi</description> |
7 | 7 | <language>en</language> |
8 | | - <lastBuildDate>Thu, 16 Apr 2026 11:56:26 +0900</lastBuildDate> |
| 8 | + <lastBuildDate>Fri, 17 Apr 2026 10:44:19 +0900</lastBuildDate> |
9 | 9 | <atom:link rel="self" type="application/rss+xml" href="https://kadubon.github.io/github.io/feed.xml" /> |
| 10 | + <item> |
| 11 | + <title>Small-to-Frontier Transfer Theory for Agentic AI</title> |
| 12 | + <link>https://kadubon.github.io/github.io/works.html#2026-04-17-small-to-frontier-transfer-theory-for-agentic-a-19619480</link> |
| 13 | + <guid isPermaLink="true">https://kadubon.github.io/github.io/works.html#2026-04-17-small-to-frontier-transfer-theory-for-agentic-a-19619480</guid> |
| 14 | + <pubDate>Fri, 17 Apr 2026 00:00:00 +0900</pubDate> |
| 15 | + <dc:creator>K. Takahashi</dc:creator> |
| 16 | + <category>Preprint</category> |
| 17 | + <category>agentic AI</category> |
| 18 | + <category>transfer validity</category> |
| 19 | + <category>small-to-frontier transfer</category> |
| 20 | + <category>frontier AI</category> |
| 21 | + <category>replayable audits</category> |
| 22 | + <category>lower certificates</category> |
| 23 | + <category>evaluation drift</category> |
| 24 | + <category>tool routing</category> |
| 25 | + <category>memory policy</category> |
| 26 | + <category>orchestration</category> |
| 27 | + <category>budget allocation</category> |
| 28 | + <category>workflow optimization</category> |
| 29 | + <source url="https://doi.org/10.5281/zenodo.19619480">10.5281/zenodo.19619480</source> |
| 30 | + <description><![CDATA[ |
| 31 | + This preprint develops a transport-validity theory for agentic AI interventions that are first screened on small systems and later considered for frontier-scale deployment. It formalizes replayable lower certificates, descriptor-growth audits, witness-cover transport conditions, and portfolio-level allocation rules for deciding which small-scale gains can justify expensive frontier trials under interaction risk and budget constraints. |
| 32 | +Preprint | DOI: 10.5281/zenodo.19619480 |
| 33 | + ]]></description> |
| 34 | + </item> |
10 | 35 | <item> |
11 | 36 | <title>Bayesian Capability Transport, Disclosure Channels, and Strategic Institutions for Autonomous Agents</title> |
12 | 37 | <link>https://kadubon.github.io/github.io/works.html#2026-04-16-bayesian-capability-transport-disclosure-channel-19601364</link> |
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