ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
git clone https://git.shiptheloop.com/ai-research-survey.git
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extraction-failures.txt (1458B)


      1 # Text extraction failures (7 total)
      2 # pymupdf failed quality check and Sonnet fallback also failed.
      3 # These papers need manual text extraction or alternative tools.
      4 
      5 us-betting-economy-2025
      6   The U.S. Is Betting the Economy on ‘Scaling’ AI: Where Is the Intelligence When One Needs It?
      7   papers/us-betting-economy-2025/paper.pdf
      8 
      9 improved-autoregressive-evaluation-2025
     10   An Improved Autoregressive Evaluation Paradigm for Large Language Models
     11   papers/improved-autoregressive-evaluation-2025/paper.pdf
     12 
     13 comprehensive-review-prompt-2025
     14   The Comprehensive Review on Prompt Injection Attacks and Defense Mechanisms in Large Language Models
     15   papers/comprehensive-review-prompt-2025/paper.pdf
     16 
     17 tales-from-trenches-2024
     18   Tales From the Trenches: Expectations and Challenges From Practice for Code Review in the Generative AI Era
     19   papers/tales-from-trenches-2024/paper.pdf
     20 
     21 aiaugmented-software-engineering-2024
     22   AI‐Augmented Software Engineering: Revolutionizing or Challenging Software Quality and Testing?
     23   papers/aiaugmented-software-engineering-2024/paper.pdf
     24 
     25 virtualhr-aidriven-automation-2024
     26   VIRTUALHR: AI-DRIVEN AUTOMATION FOR EFFICIENT AND UNBIASED CANDIDATE RECRUITMENT IN SOFTWARE ENGINEERING ROLES
     27   papers/virtualhr-aidriven-automation-2024/paper.pdf
     28 
     29 llmbased-code-generation-2025
     30   LLM-Based Code Generation: A Systematic Literature Review With Technical and Demographic Insights
     31   papers/llmbased-code-generation-2025/paper.pdf
     32 

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