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1<meta name="next-size-adjust" content=""/><meta name="color-scheme" content="light"/><title>Proceedings · Research Retreat</title><meta name="description" content="Accepted works from all Research Retreats on impact evaluation, mechanism design, and public goods funding."/><meta name="application-name" content="Research Retreat"/><link rel="author" href="https://researchretreat.org"/><meta name="author" content="Research Retreat"/><meta name="keywords" content="Research Retreat,impact evaluation,impact evaluators,mechanism design,public goods funding,decentralized science,d/acc,residency,IERR"/><meta name="robots" content="index, follow"/><link rel="canonical" href="https://researchretreat.org/"/><meta property="og:title" content="Research Retreat"/><meta property="og:description" content="Advancing decentralized science through collaborative research, prototyping, and knowledge exchange. Research retreats, residencies, and published papers."/><meta property="og:url" content="https://researchretreat.org/"/><meta property="og:site_name" content="Research Retreat"/><meta property="og:locale" content="en_US"/><meta property="og:image" content="https://researchretreat.org/images/hero.webp"/><meta property="og:type" content="website"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:site" content="@evalscience"/><meta name="twitter:title" content="Research Retreat"/><meta name="twitter:description" content="Advancing decentralized science through collaborative research, prototyping, and knowledge exchange. Research retreats, residencies, and published papers."/><meta name="twitter:image" content="https://researchretreat.org/images/hero.webp"/><link rel="icon" href="/icon.png?00b53b2c19bfee48" type="image/png" sizes="1200x1200"/>
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1</head><body class="min-h-full flex flex-col"><div hidden=""><!--$--><!--/$--></div><div class="min-h-screen text-[color:var(--ink-on-cloth)]"><header class="sticky top-0 z-40 backdrop-blur supports-[backdrop-filter]:bg-[color:var(--cloth)]/85" style="border-bottom:1px solid var(--rule);background:color-mix(in oklab, var(--cloth) 92%, transparent)"><div class="mx-auto flex max-w-7xl items-center justify-between gap-6 px-6 py-4 lg:px-12"><a class="flex items-center gap-2.5 hover:opacity-80 transition" href="/"><span aria-hidden="true" class="flex items-center justify-center font-mono font-bold" style="height:20px;padding:2px 6px;background:var(--foil);color:var(--cloth);font-size:10px;letter-spacing:0.08em">RR</span><span class="font-serif text-[15px] tracking-tight text-[color:var(--ink-on-cloth)]">researchretreat<span class="text-[color:var(--foil)]">.org</span></span></a><nav aria-label="Sections" class="hidden md:block"><ul class="flex items-center gap-6"><li><a class="group inline-flex items-baseline gap-1.5 font-mono text-[10.5px] uppercase tracking-[0.22em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/#retreats"><span class="text-[color:var(--foil)]/70 group-hover:text-[color:var(--foil)]">01</span>Retreats</a></li><li><a class="group inline-flex items-baseline gap-1.5 font-mono text-[10.5px] uppercase tracking-[0.22em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/"><span class="text-[color:var(--foil)]/70 group-hover:text-[color:var(--foil)]">02</span>Papers</a></li><li><a class="group inline-flex items-baseline gap-1.5 font-mono text-[10.5px] uppercase tracking-[0.22em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/impact/"><span class="text-[color:var(--foil)]/70 group-hover:text-[color:var(--foil)]">03</span>Impact</a></li><li><a class="group inline-flex items-baseline gap-1.5 font-mono text-[10.5px] uppercase tracking-[0.22em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/#contact"><span class="text-[color:var(--foil)]/70 group-hover:text-[color:var(--foil)]">04</span>Contact</a></li></ul></nav><div class="flex items-center gap-4"><span class="hidden lg:block font-mono text-[10px] uppercase tracking-[0.28em] text-[color:var(--ink-faint)]">Decentralized Science</span><span aria-hidden="true" class="block h-2 w-2 rounded-full" style="background:var(--rule-strong)"></span><button type="button" aria-label="Switch to dark mode" aria-pressed="false" class="inline-flex items-center justify-center gap-1.5 rounded-full border border-[color:var(--foil)]/60 bg-[color:var(--cloth-2)] px-3 py-1 font-mono text-[11px] uppercase tracking-[0.18em] text-[color:var(--ink-on-cloth)]/80 transition-colors hover:text-[color:var(--ink-on-cloth)]" tabindex="0" style="min-width:80px"><span aria-hidden="true" class="inline-flex text-[color:var(--foil)]" style="opacity:1;transform:none">◐</span><span>light</span></button></div></div></header><main><section class="relative overflow-hidden border-b px-6 pt-10 pb-12 lg:px-12 lg:pt-12 lg:pb-16" style="border-color:var(--rule)"><div class="mx-auto grid max-w-7xl grid-cols-1 items-center gap-10 lg:grid-cols-12 lg:gap-16"><div class="lg:col-span-9"><ol class="mb-6 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-[10.5px] uppercase tracking-[0.24em]"><li class="flex items-center gap-2"><a class="text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/">Home</a><span aria-hidden="true" class="text-[color:var(--ink-dim)]/50">/</span></li><li class="flex items-center gap-2"><span aria-current="page" class="text-[color:var(--foil)]">Proceedings</span></li></ol><h1 class="font-serif leading-[1.04] tracking-tight text-[color:var(--ink-on-cloth)] text-[clamp(2.25rem,4.5vw,4.25rem)]">Research Retreat <span class="text-[color:var(--foil)]" style="font-family:var(--font-italic);font-style:italic">Proceedings</span></h1><div class="mt-6 max-w-2xl text-[clamp(15px,1.3vw,17px)] leading-relaxed text-[color:var(--ink-dim)] [&amp;_p+p]:mt-4"><p>On this page, we show accepted works from all our research retreats.</p></div></div></div></section><div class="mx-auto max-w-7xl px-6 py-12 lg:px-12"><div class="flex flex-col gap-3 border-b pb-6 md:flex-row md:items-center" style="border-color:var(--rule)"><input type="search" placeholder="Search papers…" class="border bg-transparent px-3 py-2 font-mono text-[11.5px] text-[color:var(--ink-on-cloth)] placeholder:text-[color:var(--ink-ghost)] focu
1s:outline-none w-full md:max-w-xs" style="border-color:var(--rule-strong)" value=""/><select aria-label="Venue" class="border bg-transparent px-3 py-2 font-mono text-[11.5px] text-[color:var(--ink-on-cloth)] placeholder:text-[color:var(--ink-ghost)] focus:outline-none" style="border-color:var(--rule-strong)"><option value="All venues" selected="">All venues</option><option value="IERR 2025">IERR 2025</option><option value="d/acc residency 2025">d/acc residency 2025</option></select><select aria-label="Type" class="border bg-transparent px-3 py-2 font-mono text-[11.5px] text-[color:var(--ink-on-cloth)] placeholder:text-[color:var(--ink-ghost)] focus:outline-none" style="border-color:var(--rule-strong)"><option value="All types" selected="">All types</option><option value="Application Note">Application Note</option><option value="Demo">Demo</option><option value="Research Abstract">Research Abstract</option><option value="Research Proposal">Research Proposal</option></select><button type="button" aria-expanded="false" class="self-start px-1 py-2 font-mono text-[10.5px] uppercase tracking-[0.22em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)] md:self-auto">Subjects<span aria-hidden="true" class="ml-1.5">↓</span></button><span class="font-mono text-[10.5px] uppercase tracking-[0.22em] text-[color:var(--ink-faint)] md:ml-auto">28<!-- --> / <!-- -->28</span></div><div class="mt-2"><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Generative Agents · Digital Twins · Impact Evaluation</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=1">Simocracy: Generative Agentic Impact Evaluators</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>David Dao<span class="text-[color:var(--ink-ghost)]"> (<!-- -->GainForest.Earth<!-- -->)</span> · </span><span>Sejal Rekhan<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Protocol Labs<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=1">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Filecoin · Generative Agents · Stakeholder Modeling</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=2">Generative Agentic Impact Evaluators: Next Steps for Filecoin</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Sejal Rekhan<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Protocol Labs<!-- -->)</span> · </span><span>David Dao<span class="text-[color:var(--ink-ghost)]"> (<!-- -->GainForest.Earth<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=2">
1Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Ranking · Pairwise Comparison · Multi-Agent Systems</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=3">Better Rankings with Agents</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>David Gasquez<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Protocol Labs<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=3">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Quadratic Funding · Budget Constraints · Utility Optimization</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=4">Quadratic funding under constrained budget is suboptimal</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Old School Mathematicians<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Too Old School<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=4">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Mechanism Design · Reinforcement Learning · Impact Measurement</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=5">Measure, Evaluate, Reward and Iterate: A Transdisciplinary Framework for Analyzing Impact Funding Loops</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>David Dao<span class="text-[color:var(--ink-ghost)]"> (<!-- -->GainForest.Earth<!-- -->)</span> · </span><span>Jeff<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Independent<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=5">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Public Goods · Game Theory · Tokenomics</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=6">Impact Evaluators as Public Good Games with Institutional Rewards</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Luca<span class="text-[color:var(--ink-ghost)]"> (<!-- -->CryptoEconLab<!-- -->)</span> · </span><span>Carlos<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Aragon<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=6">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Pairwise Comparison · Soulbound Tokens · Mechanism Design</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=7">Soulbound Token Weighted Pairwise Evaluation</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>
1William George<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Kleros Cooperative<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=7">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Grants · Impact Evaluators · Mechanism Design</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=8">Toward Recurrent and Concurrent Grants Rounds in Web3 - My Thoughts on the Missing Links to Achieve This Vision</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>stefi pereira<span class="text-[color:var(--ink-ghost)]"> (<!-- -->none<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=8">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">PageRank · Graph Algorithms · Attribution</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=9">A Hybrid PageRank Impact Evaluator</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Carl<span class="text-[color:var(--ink-ghost)]"> (<!-- -->-<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=9">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Impact Evaluation · Mechanism Design · Evolutionary Game Theory</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=10">Impact Drift: Evolutionary Perspectives on Mechanism Design for Unintended Consequences</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Botao Amber Hu<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Reality Design Lab<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=10">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">
1Hypercerts · Standards · Interoperability</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=11">Hypercerts v2 - a more interoperable standard for MERIT systems</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Sharfy Adamantine<span class="text-[color:var(--ink-ghost)]"> (<!-- -->-<!-- -->)</span> · </span><span>Adam Spiers<span class="text-[color:var(--ink-ghost)]"> (<!-- -->-<!-- -->)</span> · </span><span>Carl Barrdahl<span class="text-[color:var(--ink-ghost)]"> (<!-- -->-<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=11">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Open Source · Impact Evaluators · Verification</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=12">BounTEA: A Decentralized Impact Evaluation &amp; Reward Distribution System for Open Source Contributions</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Sumit Vekariya<span class="text-[color:var(--ink-ghost)]"> (<!-- -->PLDG Cohort 3<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=12">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Smart Contracts · Impact Evaluators · Fund Distribution</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=13">ScaffoldIE: Scaffold smartcontract for Impact Evaluator</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Shuhei Tanaka<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Beacon Labs<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=13">
1Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--foil);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Abstract</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Pairwise Comparison · Bradley–Terry · Log Least Squares</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=14">Exploration of Jurors&#x27; Data in Deep Funding</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Elizabeth Yeung<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Lido<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=14">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Formal Methods · Lean · Impact Evaluation</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=15">Towards the Dream Zone: Better Measurement and Collaboration in Lean</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Wisdom Ogwu<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Sublinear Labs<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=15">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Voting Theory · Condorcet · RPGF</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=16">A condorcet winner allocation for FIL RPGF-1</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Joel Miller<span class="text-[color:var(--ink-ghost)]"> (<!-- -->UIC<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=16">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Prediction Markets · Mechanism Design · Deep Funding</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=17">Deep Funding Market Mechanism</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Elizabeth Yeung<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Lido<!-- -->)</span> · </span><span>Clément Lesaege<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Seer<!-- -->)</span> · </span><span>Devansh Mehta<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Ethereum Foundation<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=17">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Block Rewards · Public Goods · Mechanism Design</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=18">Block Reward Mechanism</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Clément Lesaege<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Seer<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=18">
1Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Memecoins · Incentive Design · Social Media</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=19">VitaMeme: A Social Media-Based Incentive Protocol for Enhancing On-Chain Meme Vitality</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Botao Amber Hu<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Reality Design Lab<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=19">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Hypercerts · Impact Evaluation · Benefit-Cost Analysis</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=20">Impact Score for Hypercerts: Creating a Benefit-Cost Ratio Calculator</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Nidhi Harihar<span class="text-[color:var(--ink-ghost)]"> (<!-- -->VoiceDeck<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=20">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Impact Evaluators · Framework · Best Practices</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=21">Framework for setting up Impact Evaluators for Success</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Marta<span class="text-[color:var(--ink-ghost)]"> (<!-- -->-<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=21">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">IERR 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Application Note</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">
1Human-Centered Design · Impact Evaluators · Cybernetics</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=22">Human Centered Design for Impact Evaluators</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Joel Miller<span class="text-[color:var(--ink-ghost)]"> (<!-- -->UIC<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=ierr25&amp;id=22">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">d/acc residency 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Demo</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Keystore · UX Security · Self-Custody</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=1">Decentralized 1Password: A Keystore Layer for UX Security</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Doris Hernandez-Argueta<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Functor Network<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=1">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">d/acc residency 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Proposal</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Decentralized AI · Federated Learning · Blockchain</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=2">Decentralized Intelligence Network</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Abraham Nash<span class="text-[color:var(--ink-ghost)]"> (<!-- -->University of Oxford<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=2">
1Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">d/acc residency 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Proposal</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Economic Exchange · Biological Life · Geospatial Data</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=3">Evolving Systems of Economic Exchange in Coordination with Biological Life</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>
1Brittany Salas<span class="text-[color:var(--ink-ghost)]"> (<!-- -->nyxc Community Capital, nxyc.net, d/Acc Residency Edge City Patagonia<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=3">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">d/acc residency 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Demo</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Discourse · Opinion Mapping · Ethereum</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=4">Context Engine: Large-Group Discourse Toolkit (Upgraded Pol.is)</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Charlie Thompson<span class="text-[color:var(--ink-ghost)]"> (<!-- -->
1RadicalXChange (Community Member)<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=4">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">d/acc residency 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Demo</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">AI · Meaning · Markets</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=5">Marked Intermediaries</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Oliver Klingefjord<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Meaning Alignment Institute<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=5">Details →</a></div></article><article class="border-t py-6 first:border-t-0" style="border-color:var(--rule)"><div class="flex flex-wrap items-center gap-3"><span class="inline-block font-mono uppercase" style="background:transparent;color:var(--ink-faint);border:1px solid var(--rule);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">d/acc residency 2025</span><span class="inline-block font-mono uppercase" style="background:var(--foil);color:var(--cloth);border:1px solid var(--foil);font-size:9.5px;letter-spacing:0.22em;padding:2px 7px">Research Proposal</span><span class="font-mono text-[10px] uppercase tracking-[0.16em] text-[color:var(--ink-ghost)]">Governance · Token Voting · Preference Intensity</span></div><h3 class="mt-3 font-serif text-[clamp(18px,1.8vw,23px)] leading-snug tracking-tight"><a class="text-[color:var(--ink-on-cloth)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=6">Signals Protocol</a></h3><p class="mt-2 font-mono text-[11.5px] leading-relaxed text-[color:var(--ink-faint)]"><span>Arnold Almeida<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Lighthouse Labs<!-- -->)</span> · </span><span>James MacWhyte<span class="text-[color:var(--ink-ghost)]"> (<!-- -->Lighthouse Labs<!-- -->)</span></span></p><div class="mt-4 flex flex-wrap items-center gap-x-6 gap-y-2"><button type="button" aria-expanded="false" class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--foil)] transition hover:opacity-80">Show abstract ↓</button><a class="font-mono text-[10.5px] uppercase tracking-[0.24em] text-[color:var(--ink-dim)] transition hover:text-[color:var(--foil)]" href="/papers/paper/?venue=dacc25&amp;id=6">Details →</a></div></article></div></div></main><footer id="contact" class="border-t px-6 py-10 lg:px-12" style="border-color:var(--rule)"><div class="mx-auto flex max-w-7xl flex-col items-start justify-between gap-4 md:flex-row md:items-center"><a class="flex items-center gap-3 hover:opacity-80 transition" href="/"><span aria-hidden="true" class="flex items-center justify-center font-mono font-bold" style="height:18px;padding:2px 6px;background:var(--foil);color:var(--cloth);font-size:9.5px;letter-spacing:0.08em">RR</span>
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