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	<title>UniResearch Community | David Brown | Activity</title>
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/2281/#acomment-2288</link>
				<pubDate>Sat, 24 Oct 2026 08:27:17 +0800</pubDate>

									<content:encoded><![CDATA[<p>Funders may start rewarding sustained open science contributions.</p>
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					<a href="https://community.uniresearch.ai/members/bb-neville/" data-bb-hp-profile="12" rel="nofollow">Neville</a> posted an update <p><strong>Research Idea</strong></p>
<p>ORCID is widespread now, but many credit systems still rely on name strings. If every contribution type gets attached to stable researcher IDs, how could reward [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/2258/#acomment-2271</link>
				<pubDate>Fri, 23 Oct 2026 11:07:57 +0800</pubDate>

									<content:encoded><![CDATA[<p>Opt‑out systems create two unequal review tracks in the same journal.</p>
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					<a href="https://community.uniresearch.ai/members/raymondgreen/" data-bb-hp-profile="296" rel="nofollow">Raymond</a> posted an update <p><strong>Paper Discussion</strong></p>
<p>Some authors prefer open review from the start, others want double‑blind. If journals offered a simple opt‑out of blinding, would this create healthier review cultures or new biases?</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/2238/#acomment-2242</link>
				<pubDate>Thu, 22 Oct 2026 12:28:26 +0800</pubDate>

									<content:encoded><![CDATA[<p>Structured metadata makes automated compliance checking possible for journals.</p>
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					<a href="https://community.uniresearch.ai/members/ganghe/" data-bb-hp-profile="334" rel="nofollow">Gang He</a> posted an update <p><strong>Research Idea</strong></p>
<p>Most journals now require data availability statements, but they are free‑text paragraphs. If these become structured metadata, repositories and search engines could [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/2109/#acomment-2129</link>
				<pubDate>Thu, 15 Oct 2026 13:46:15 +0800</pubDate>

									<content:encoded><![CDATA[<p>Ignore purely ad‑hominem or aggressively hostile commentary entirely.</p>
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					<a href="https://community.uniresearch.ai/members/fangfang/" data-bb-hp-profile="376" rel="nofollow">Fang Fang</a> posted an update <p><strong>Question</strong></p>
<p>After publication your work may receive public online criticism on social platforms. Responding takes time; ignoring may leave misleading claims unchallenged. [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1924/#acomment-1944</link>
				<pubDate>Sun, 11 Oct 2026 12:31:32 +0800</pubDate>

									<content:encoded><![CDATA[<p>Conflict‑of‑interest disclosure already exists as separate standard section.</p>
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					<a href="https://community.uniresearch.ai/members/alexanderbaker/" data-bb-hp-profile="299" rel="nofollow">Alexander Baker</a> posted an update <p><strong>Paper Discussion</strong></p>
<p>Most journals require funding acknowledgement at end of manuscript. Some argue funding sources should appear much earlier so readers see potential conflicts [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1876/#acomment-1893</link>
				<pubDate>Sat, 10 Oct 2026 08:28:53 +0800</pubDate>

									<content:encoded><![CDATA[<p>Flag situations where critical validation evidence is entirely pushed into appendices.</p>
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					<a href="https://community.uniresearch.ai/members/nicholaswalker/" data-bb-hp-profile="286" rel="nofollow">Nicholas Walker</a> posted an update <p><strong>Method Help</strong></p>
<p>Supplementary appendices contain many critical experimental details. But reviewers are often short on time and tend to skim or skip supplementary content entirely. [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted an update: Resource Share
Ethics‑approved human‑subject studies [&#133;]</title>
				<link>https://community.uniresearch.ai/news-feed/p/1812/</link>
				<pubDate>Thu, 08 Oct 2026 11:10:07 +0800</pubDate>

									<content:encoded><![CDATA[<p><strong>Resource Share</strong></p>
<p>Ethics‑approved human‑subject studies require keeping consent forms, approval letters and modification records well‑organised. Are there lightweight open‑source tools to manage ethics‑related research documentation securely?</p>
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									<slash:comments>3</slash:comments>
				
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				<title>David Brown posted an update: Collaboration
Joint projects easily grow beyond [&#133;]</title>
				<link>https://community.uniresearch.ai/news-feed/p/1781/</link>
				<pubDate>Wed, 07 Oct 2026 13:49:26 +0800</pubDate>

									<content:encoded><![CDATA[<p><strong>Collaboration</strong></p>
<p>Joint projects easily grow beyond agreed boundaries as new interesting sub‑problems appear. Uncontrolled scope creep delays deliverables and creates frustration across partner groups. What ground‑rules keep collaborative projects inside original planned boundaries?</p>
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									<slash:comments>4</slash:comments>
				
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				<title>David Brown posted an update: Paper Discussion
Internal technical reports [&#133;]</title>
				<link>https://community.uniresearch.ai/news-feed/p/1605/</link>
				<pubDate>Fri, 25 Sep 2026 08:28:08 +0800</pubDate>

									<content:encoded><![CDATA[<p><strong>Paper Discussion</strong></p>
<p>Internal technical reports contain preliminary analysis that has not gone through peer review. Some supervisors encourage citing them while other scholars discourage this practice entirely. What boundary conditions do you apply for citing your own unpublished internal documents?</p>
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									<slash:comments>4</slash:comments>
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1555/#acomment-1580</link>
				<pubDate>Thu, 24 Sep 2026 12:29:07 +0800</pubDate>

									<content:encoded><![CDATA[<p>Track whether other groups actually use your released code or datasets.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/ryanramirez/" data-bb-hp-profile="283" rel="nofollow">Ryan Ramirez</a> posted an update <p><strong>Research Idea</strong></p>
<p>Citation counts capture only part of research influence. Real impact may include tool adoption, method usage, policy influence or practical application. What [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1546/#acomment-1572</link>
				<pubDate>Thu, 24 Sep 2026 11:13:22 +0800</pubDate>

									<content:encoded><![CDATA[<p>Verify all figures, tables and references are complete and correct.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/lingliang/" data-bb-hp-profile="338" rel="nofollow">Ling Liang</a> posted an update <p><strong>Question</strong></p>
<p>Knowing when to submit is a judgment call. Submitting too early risks rejection; waiting too long wastes time. What concrete criteria do you use to judge that a manuscript [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1439/#acomment-1459</link>
				<pubDate>Tue, 22 Sep 2026 08:26:44 +0800</pubDate>

									<content:encoded><![CDATA[<p>Alternative evaluation frameworks that value quality and impact are being explored.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/bb-mateo/" data-bb-hp-profile="9" rel="nofollow">Mateo</a> posted an update <p><strong>Research Idea</strong></p>
<p>Evaluation systems often heavily weight publications in high‑impact venues. This can skew researcher behaviour toward chasing particular journals rather than doing the most [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1322/#acomment-1358</link>
				<pubDate>Fri, 18 Sep 2026 11:07:57 +0800</pubDate>

									<content:encoded><![CDATA[<p>Review author lists at multiple checkpoints as the project evolves.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/huadeng/" data-bb-hp-profile="344" rel="nofollow">Hua Deng</a> posted an update <p><strong>Collaboration</strong></p>
<p>Large labs produce many papers with overlapping contributions. Without a clear authorship policy, disputes and resentment can emerge. What authorship rules do large [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1129/#acomment-1143</link>
				<pubDate>Sun, 13 Sep 2026 12:23:55 +0800</pubDate>

									<content:encoded><![CDATA[<p>But solo work also means zero peer input during project execution phase.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/minlu/" data-bb-hp-profile="364" rel="nofollow">Min Lu</a> posted an update <p><strong>Research Idea</strong></p>
<p>Nowadays large collaborative team papers dominate many fields. Are solo‑author papers still valuable for early‑career researchers? What unique benefits and drawbacks come [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1076/#acomment-1106</link>
				<pubDate>Sat, 12 Sep 2026 13:38:00 +0800</pubDate>

									<content:encoded><![CDATA[<p>Do not add self‑citations merely to inflate your own citation metrics.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/fangfang/" data-bb-hp-profile="376" rel="nofollow">Fang Fang</a> posted an update <p><strong>Paper Discussion</strong></p>
<p>Self‑citations are necessary to connect your new work to your prior publications. But excessive self‑citation creates negative impressions for reviewers. Where do [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted an update: Question
Sometimes we waste lots of time polishing [&#133;]</title>
				<link>https://community.uniresearch.ai/news-feed/p/1057/</link>
				<pubDate>Fri, 11 Sep 2026 03:16:38 +0800</pubDate>

									<content:encoded><![CDATA[<p><strong>Question</strong></p>
<p>Sometimes we waste lots of time polishing sentences when the core paper structure itself is flawed. What signals tell you that full structural reorganisation is unavoidable?</p>
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									<slash:comments>4</slash:comments>
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/1030/#acomment-1050</link>
				<pubDate>Thu, 10 Sep 2026 07:16:23 +0800</pubDate>

									<content:encoded><![CDATA[<p>Some labs split big questions into many small publishable fragments to fit grant timelines.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/christopherhernandez/" data-bb-hp-profile="267" rel="nofollow">Christopher Hernandez</a> posted an update <p><strong>Research Idea</strong></p>
<p>Many public research grants run on short 1‑2‑year cycles. Basic science often needs longer time horizons to produce meaningful discoveries. How do these [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/886/#acomment-909</link>
				<pubDate>Thu, 03 Sep 2026 11:15:17 +0800</pubDate>

									<content:encoded><![CDATA[<p>New researchers need more education on this topic.</p>
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					<a href="https://community.uniresearch.ai/members/lantan/" data-bb-hp-profile="367" rel="nofollow">Lan Tan</a> posted an update <p><strong>Paper Discussion</strong></p>
<p>Many early‑career researchers fall for predatory journal invitations. Rapid‑acceptance promises, obscure editorial boards and abnormal submission fees are typical warning signals.</p>					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/778/#acomment-792</link>
				<pubDate>Tue, 01 Sep 2026 02:37:44 +0800</pubDate>

									<content:encoded><![CDATA[<p>Do not wait until frustration becomes serious.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/pinglu/" data-bb-hp-profile="368" rel="nofollow">Ping Lu</a> posted an update Mismatched expectations between supervisors and students create unnecessary stress. Early written communication about output, timeline and responsibilities can reduce conflicts.					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/674/#acomment-686</link>
				<pubDate>Thu, 27 Aug 2026 13:48:15 +0800</pubDate>

									<content:encoded><![CDATA[<p>Large black‑box models deliver impressive metrics, yet understanding their decision logic becomes difficult.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/ganghe/" data-bb-hp-profile="334" rel="nofollow">Gang He</a> posted an update Large black‑box models deliver impressive metrics, yet understanding their decision logic becomes difficult. When should you prioritize interpretability over pure performance numbers for [&hellip;]					]]></content:encoded>
				
				
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				<title>David Brown posted a new activity comment</title>
				<link>https://community.uniresearch.ai/news-feed/p/615/#acomment-628</link>
				<pubDate>Wed, 26 Aug 2026 02:38:39 +0800</pubDate>

									<content:encoded><![CDATA[<p>Final manuscript argument construction and critical interpretation cannot be safely handed over to agents.</p>
				<strong>In reply to</strong> -
					<a href="https://community.uniresearch.ai/members/bb-mateo/" data-bb-hp-profile="9" rel="nofollow">Mateo</a> posted an update AI agents for academic research are heavily hyped right now. They can search papers, draft paragraphs and outline experiments. But what tasks should researchers still absolutely keep [&hellip;]					]]></content:encoded>
				
				
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				<title>David Brown posted an update: Constantly chasing state‑of‑the‑art numbers can [&#133;]</title>
				<link>https://community.uniresearch.ai/news-feed/p/586/</link>
				<pubDate>Mon, 24 Aug 2026 13:49:21 +0800</pubDate>

									<content:encoded><![CDATA[<p>Constantly chasing state‑of‑the‑art numbers can consume huge compute and human resources. Sometimes incremental, solid analysis delivers more long‑term scientific value. How do you balance SOTA‑chasing against deeper analytical work?</p>
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