Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks

Harvard quantum‑field‑theory professor Matthew Schwartz trained Anthropic's Claude 4.5 as a G2‑level research assistant to solve a C‑parameter Sudakov‑shoulder resummation problem, and in just two weeks the model produced a 20‑page LaTeX draft, iterated 110 versions, consumed 36 million tokens, but required intensive human verification due to occasional fabricated results.

AI research automationAnthropicClaude 4.5

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Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks

Software Engineering 3.0 Era

Jan 11, 2026 · Operations

Using Claude 4.5 + Nano Banana Pro to Reverse‑Engineer Apache JMeter’s Architecture

The article demonstrates how Claude 4.5 combined with Nano Banana Pro can automatically generate detailed design diagrams and analysis of Apache JMeter’s layered architecture, design patterns, extensibility mechanisms, and distributed execution model, showcasing the power of large‑model‑driven architecture inspection.

Apache JMeterClaude 4.5Design Patterns

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Using Claude 4.5 + Nano Banana Pro to Reverse‑Engineer Apache JMeter’s Architecture

Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks

Using Claude 4.5 + Nano Banana Pro to Reverse‑Engineer Apache JMeter’s Architecture

Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks

Using Claude 4.5 + Nano Banana Pro to Reverse‑Engineer Apache JMeter’s Architecture