Gyea Master
25 posts

Gyea Master
@GyeaMasterCEO
Founder & CEO @GyeaEnterprises | Your accounting firm that actually gets entrepreneurship | Cincinnati-based, globally minded | Chess board always ready ♟️
Cincinnati, OH Katılım Ağustos 2024
18 Takip Edilen2 Takipçiler

This isn't about accepting dysfunction.
It's about OWNERSHIP.
You asked for this level. Now rise to it.
At @GyeaEnterprises, we help you MANAGE what's on your plate - not run from it.
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@Faheem_uh Adoption is moving faster than policy. The key question is how we standardize its use.
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Should AI be used for peer review?
50% of researchers are already doing this.
To find out, I myself tested AI for peer review today.
𝐇𝐞𝐫𝐞 𝐢𝐬 𝐰𝐡𝐚𝐭 𝐈 𝐝𝐢𝐝 𝐞𝐱𝐚𝐜𝐭𝐥𝐲.
1. I picked the most popular platforms for peer review.
📌 It’s called 𝑟𝑒𝑣𝑖𝑒𝑤𝑒𝑟3 – reviewer3.com
2. I uploaded a paper I knew very well already.
3. I got the review back in a minute.
𝐇𝐞𝐫𝐞 𝐢𝐬 𝐰𝐡𝐚𝐭 𝐈 𝐟𝐨𝐮𝐧𝐝
(+) Overall, the feedback is useful
(+) It reviews the paper from multiple perspectives
(+) It correctly identifies any hallucinated references
(+) It’s very quick unlike human reviewers
(-) The comments are unnecessarily lengthy
(-) Some comments are generic, applicable to any paper
(-) It misses very deep and niche issues
(-) There is no room for discussion among reviewers
𝐖𝐡𝐚𝐭 𝐢𝐬 𝐦𝐲 𝐟𝐢𝐧𝐚𝐥 𝐭𝐚𝐤𝐞𝐚𝐰𝐚𝐲?
AI as a reviewer can
✅ Help to filter out low quality papers
✅ Identify and fix structural & grammar issues
✅ Help improve the paper before submission
For more practical use:
❌ A human must be kept in the loop and
❌ AI models should be trained on contextual data.
❓What are your thoughts on this?

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@ross_prager Interesting step. Automation can assist review, but expertise remains critical.
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Today we’re introducing Livewrite v2
No more 'copy and paste' into word.
AI inside Word.
Write and cite with transparent changes.
Perform complex edits across your document.
Get automated peer review.
All without breaking your writing flow.
We built a research AI where researchers actually work.
Check it out! 👇(livewrite . app)
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@stablecross @KarakeMark Exactly. Review improves quality, but verification happens in real-world application.
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@KarakeMark Peer review to academic papers is no different than code review of software. It’s necessary, but no guarantee of correctness. Lots of bugs escape code review.
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@acagamic Good reminder that peer review is about strengthening work, not just critiquing it.
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@TennantRob @CitizenLenz Peer review is a filter, not a guarantee. Discovery still has to survive replication
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@CitizenLenz Peer review is more complex than this short video. However, that being said, it definitely is a conflation to claim that peer review and scientific discovery are synonymous.
Most disciplines have journal quality ratings.
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@vanceDJ11 Microwave meals and breakfast omelets until 18. Survival mode activated.
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@elonmusk360news b definitely, as we are making sure this debt is not coming back
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The A.G. Gaston Blueprint 🧵
Born: 1892 (grandson of enslaved people)
Died: 1996 (worth $130 million)
Here's how he built an empire during Jim Crow—and what modern entrepreneurs can learn about financial infrastructure:
#BlackHistoryMonth #GYEA
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