diff --git a/web/gui-v2/src/static_data/tooltips.js b/web/gui-v2/src/static_data/tooltips.js
index d0819aa..74a3153 100644
--- a/web/gui-v2/src/static_data/tooltips.js
+++ b/web/gui-v2/src/static_data/tooltips.js
@@ -86,10 +86,10 @@ const tooltips = {
   },
   detailView: {
     publications: {
-      aiResearchArticles: <>For details on how we identify and count AI research articles, <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#publications">read the dataset documentation</ExternalLink>. Articles from the past several months <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#limitations-5">may be omitted.</ExternalLink></>,
+      aiResearchArticles: <>For details on how we identify and count AI research articles, <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#publications">read the dataset documentation</ExternalLink>. More recent articles <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#limitations-5">may be omitted.</ExternalLink></>,
       highlyCitedArticles: <>Highly cited articles are defined as the 10% of articles in each publication year with the most citations.</>,
-      topResearchTopicsTable: <>Articles are assigned to AI subtopics using ETO classifiers. <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#publications">Read more &gt;&gt;</ExternalLink> Articles from the past several months <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#limitations-5">may be omitted.</ExternalLink></>,
-      topConferencePubsChart: <>Includes publications accepted at selected prominent AI research conferences around the world. <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#publications">Read more &gt;&gt;</ExternalLink> Articles from the past several months <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#limitations-5">may be omitted.</ExternalLink></>,
+      topResearchTopicsTable: <>Articles are assigned to AI subtopics using ETO classifiers. <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#publications">Read more &gt;&gt;</ExternalLink> More recent articles <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#limitations-5">may be omitted.</ExternalLink></>,
+      topConferencePubsChart: <>Includes publications accepted at selected prominent AI research conferences around the world. <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#publications">Read more &gt;&gt;</ExternalLink> More recent articles <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#limitations-5">may be omitted.</ExternalLink></>,
     },
     patents: {
       aiRelatedPatents: <>For details on how we identify and count AI patent filings, <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#patents">read the dataset documentation</ExternalLink>. Some recent patents <ExternalLink href="https://eto.tech/dataset-docs/private-sector-ai-indicators/#limitations-5">may be omitted.</ExternalLink></>,