Education · Professionals · Emerging

Disillusionment with the academic publishing process and reliance on automated tools for paper reviews

The individual feels disillusioned with academia due to the ease of getting papers accepted through automated reviews, leading to a lack of genuine accomplishment.

Who experiences it: Academics and researchers

Momentum

0%

Pain

75

Competition

0

Opportunity

54/100

Signals over time

3 observed signals across 1 sources, tracked for 0 days. Confidence: medium.

What people are saying Observed

  • “I am currently generating about 10 papers per month for marginal increments/architectural additions that are autoreviewed in a loop by Claude + Codex until those tools don't spot any major issues and then sending them in to various conferences. Since more than half of the reviewers are just using these tools to review, it's really easy to get a good score. This year I got into ICLR, ICML, NeurIps, SIGGRAPH and ACL with 2-authors papers (me and my supervisor). I feel completely disillusioned with academia, this is apparently the "reward" that the funder wants. In the end I have time to do whatever I want because this business it running itself.”

    Hacker News · frustration

  • “I am currently generating about 10 papers per month for marginal increments/architectural additions that are autoreviewed in a loop by Claude + Codex until those tools don't spot any major issues and then sending them in to various conferences. Since more than half of the reviewers are just using these tools to review, it's really easy to get a good score. This year I got into ICLR, ICML, NeurIps, SIGGRAPH and ACL with 2-authors papers (me and my supervisor). I feel completely disillusioned with academia, this is apparently the "reward" that the funder wants. In the end I have time to do whatever I want because this business it running itself.”

    Hacker News · frustration

  • “I am currently generating about 10 papers per month for marginal increments/architectural additions that are autoreviewed in a loop by Claude + Codex until those tools don't spot any major issues and then sending them in to various conferences. Since more than half of the reviewers are just using these tools to review, it's really easy to get a good score. This year I got into ICLR, ICML, NeurIps, SIGGRAPH and ACL with 2-authors papers (me and my supervisor). I feel completely disillusioned with academia, this is apparently the "reward" that the funder wants. In the end I have time to do whatever I want because this business it running itself.”

    Hacker News · frustration

Why now? AI inference

Existing solutions Observed

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