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Reframe Juneo around AI action, trust, and an evidence-led future

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- <div style="position:relative;background:#ffffff;border-radius:24px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;padding-top:70px"><div style="position:absolute;top:22px;left:24px;color:#262626;font-size:19px;font-weight:600;letter-spacing:-.6px;line-height:28px">Juneo<span style="color:#e95319;font-weight:400"> Lab</span></div><details name="juneo-language" open style="margin:0;padding:0;border:0"><summary style="position:absolute;top:18px;right:96px;cursor:pointer;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;font-size:13px;font-weight:500;line-height:24px;color:#b94718;padding:4px 0;background:transparent;border:0">English</summary><div lang="en" style="color:#262626;background:#ffffff;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif">
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- <div style="text-align:center;padding:64px 24px 24px"><h2 style="font-size:clamp(36px,4.8vw,60px);font-weight:600;letter-spacing:-2px;line-height:1.16;margin:0;color:#232323;border:0;padding:0">The world’s first<br>decision world model</h2><p style="font-size:18px;line-height:1.7;color:#737373;margin:24px 0 0">Laplace predicts the consequences of AI actions<br>so people can decide what happens next</p></div>
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  <div style="position:relative;margin:12px 0 28px"><img src="https://huggingface.co/spaces/JuneoAI/README/resolve/main/laplace-particles.png" alt="Particle streams representing tool calls, delegation and permission changes converge on Laplace, which predicts consequences before allowing, blocking or requesting human review" width="1860" height="846" style="display:block;width:100%;height:auto;border:0;margin:0" /><span style="position:absolute;left:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Tool calls</span><span style="position:absolute;left:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Delegation</span><span style="position:absolute;left:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Permissions</span><span style="position:absolute;right:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Allow</span><span style="position:absolute;right:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Block</span><span style="position:absolute;right:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Human review</span><div style="position:absolute;left:39%;width:22%;top:48%;transform:translateY(-50%);text-align:center"><strong style="display:block;font-size:clamp(15px,2.8vw,32px);font-weight:500;letter-spacing:-.6px;color:#252525;line-height:1.3">Laplace</strong><span style="display:block;margin-top:5px;font-size:clamp(9px,1.1vw,13px);color:#666;line-height:1.4">Predict</span></div></div>
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- <div style="text-align:center;padding:16px 30px 62px"><h3 style="font-size:clamp(28px,3.4vw,40px);line-height:1.25;letter-spacing:-1px;font-weight:600;margin:0;color:#262626">See the consequences<br>Before the action</h3><p style="max-width:510px;margin:20px auto 0;color:#737373;font-size:16px;line-height:1.8">Laplace models how an action changes an organization — and whether the agent has authority to take it.</p></div>
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- <div style="background:#fff;padding:50px 24px;border-radius:28px;margin:0 20px"><h3 style="font-size:clamp(23px,2.8vw,32px);font-weight:600;letter-spacing:-.8px;line-height:1.3;text-align:center;margin:0;color:#262626">One action, three possible decisions</h3><p style="text-align:center;font-size:12px;color:#777777;margin:12px 0 26px">An illustrative workflow</p><div style="max-width:520px;margin:0 auto 18px;border-radius:18px;background:#fff4eb;text-align:center;padding:22px 18px;font-size:18px;line-height:1.5;color:#5c4031">“Send this report to our partner.”</div><div style="display:flex;flex-wrap:wrap;justify-content:center;gap:0"><div style="flex:1 1 150px;min-width:0;padding:22px 12px;text-align:center"><span style="display:inline-flex;width:36px;height:36px;align-items:center;justify-content:center;border-radius:50%;background:#fff0e3;color:#d55314;font-size:21px">✓</span><h4 style="margin:16px 0 8px;font-size:19px;font-weight:600;line-height:1.4;color:#262626">Allow</h4><p style="font-size:14px;line-height:1.75;color:#737373;margin:0">An approved report.<br>An authorized recipient.</p></div><div style="flex:1 1 150px;min-width:0;padding:22px 12px;text-align:center"><span style="display:inline-flex;width:36px;height:36px;align-items:center;justify-content:center;border-radius:50%;background:#f8eae5;color:#af5945;font-size:21px">×</span><h4 style="margin:16px 0 8px;font-size:19px;font-weight:600;line-height:1.4;color:#262626">Block</h4><p style="font-size:14px;line-height:1.75;color:#737373;margin:0">The report contains data<br>that must stay inside.</p></div><div style="flex:1 1 150px;min-width:0;padding:22px 12px;text-align:center"><span style="display:inline-flex;width:36px;height:36px;align-items:center;justify-content:center;border-radius:50%;background:#fff4e9;color:#ac6538;font-size:21px">↗</span><h4 style="margin:16px 0 8px;font-size:19px;font-weight:600;line-height:1.4;color:#262626">Ask a person</h4><p style="font-size:14px;line-height:1.75;color:#737373;margin:0">Sharing permission<br>has not been established.</p></div></div></div>
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- <div style="padding:70px 36px;text-align:center"><p style="font-size:20px;font-weight:600;color:#e95319;margin:0 0 20px">Juneo</p><h3 style="font-size:clamp(30px,4vw,46px);letter-spacing:-1.3px;line-height:1.2;font-weight:600;margin:0;color:#262626">Your decisions<br>Its next move</h3><p style="max-width:510px;margin:22px auto 26px;font-size:16px;line-height:1.8;color:#737373">Our first product built on Laplace brings this decision layer to agent workflows, before a tool call, handoff, or permission change.</p><a href="https://juneo.ai" style="display:inline-block;padding:12px 25px;background:#e95319;border-radius:99px;color:#fff;font-size:14px;line-height:1.5;text-decoration:none;font-weight:500">Explore Juneo &nbsp;↗</a></div>
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- <details style="margin:0 36px;border-top:1px solid #eee5df;border-bottom:1px solid #eee5df;padding:18px 0"><summary style="cursor:pointer;font-size:15px;color:#555555;line-height:1.7">Our research</summary><div style="padding-top:16px"><div style="padding:18px 0;border-top:1px solid #eee5df"><strong style="color:#262626;font-size:16px">Authority stays bounded</strong><p style="font-size:14px;line-height:1.8;color:#737373;margin:6px 0 0">Delegation can narrow authority, never expand it.</p></div><div style="padding:18px 0;border-top:1px solid #eee5df"><strong style="color:#262626;font-size:16px">Consequences come first</strong><p style="font-size:14px;line-height:1.8;color:#737373;margin:6px 0 0">Predict what changes before deciding what can happen.</p></div><div style="padding:18px 0;border-top:1px solid #eee5df"><strong style="color:#262626;font-size:16px">Reality closes the loop</strong><p style="font-size:14px;line-height:1.8;color:#737373;margin:6px 0 0">Use verifiable execution results to learn and improve.</p></div></div></details>
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- <div style="padding:64px 30px;text-align:center"><h3 style="font-size:clamp(26px,3.2vw,36px);font-weight:500;letter-spacing:-.8px;line-height:1.35;color:#262626;margin:0 0 24px">A future we can trust<br>Built together</h3><a href="mailto:contact@dragonai.tech" style="color:#c44513;font-size:15px;text-decoration:none">Get in touch &nbsp;↗</a></div>
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- </div></details><details name="juneo-language" style="margin:0;padding:0;border:0"><summary style="position:absolute;top:18px;right:22px;cursor:pointer;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;font-size:13px;font-weight:500;line-height:24px;color:#b94718;padding:4px 0;background:transparent;border:0">中文</summary><div lang="zh-CN" style="color:#262626;background:#ffffff;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif">
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- <div style="text-align:center;padding:64px 24px 24px"><h2 style="font-size:clamp(36px,4.8vw,60px);font-weight:600;letter-spacing:-2px;line-height:1.16;margin:0;color:#232323;border:0;padding:0">全球首个<br>决策世界模型</h2><p style="font-size:18px;line-height:1.7;color:#737373;margin:24px 0 0">Laplace 推演 AI 行动的后果<br>让人类掌握下一步的决定权</p></div>
 
 
 
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  <div style="position:relative;margin:12px 0 28px"><img src="https://huggingface.co/spaces/JuneoAI/README/resolve/main/laplace-particles.png" alt="工具调用、任务委托和权限变更的粒子流汇入 Laplace,先推演后果,再放行、拦截或交给人" width="1860" height="846" style="display:block;width:100%;height:auto;border:0;margin:0" /><span style="position:absolute;left:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">调用工具</span><span style="position:absolute;left:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">转交任务</span><span style="position:absolute;left:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">修改权限</span><span style="position:absolute;right:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">放行</span><span style="position:absolute;right:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">拦截</span><span style="position:absolute;right:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">交给人</span><div style="position:absolute;left:39%;width:22%;top:48%;transform:translateY(-50%);text-align:center"><strong style="display:block;font-size:clamp(15px,2.8vw,32px);font-weight:500;letter-spacing:-.6px;color:#252525;line-height:1.3">Laplace</strong><span style="display:block;margin-top:5px;font-size:clamp(9px,1.1vw,13px);color:#666;line-height:1.4">推演后果</span></div></div>
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- <div style="text-align:center;padding:16px 30px 62px"><h3 style="font-size:clamp(28px,3.4vw,40px);line-height:1.25;letter-spacing:-1px;font-weight:600;margin:0;color:#262626">在动作之前,<br>看见后果</h3><p style="max-width:510px;margin:20px auto 0;color:#737373;font-size:16px;line-height:1.8">Laplace 决策世界模型,推演一个动作将如何改变组织,以及 Agent 是否有权这样做。</p></div>
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- <div style="background:#fff;padding:50px 24px;border-radius:28px;margin:0 20px"><h3 style="font-size:clamp(23px,2.8vw,32px);font-weight:600;letter-spacing:-.8px;line-height:1.3;text-align:center;margin:0;color:#262626">同一个动作,三种决策</h3><p style="text-align:center;font-size:12px;color:#777777;margin:12px 0 26px">决策场景示意</p><div style="max-width:520px;margin:0 auto 18px;border-radius:18px;background:#fff4eb;text-align:center;padding:22px 18px;font-size:18px;line-height:1.5;color:#5c4031">「把这份报告发给合作方。」</div><div style="display:flex;flex-wrap:wrap;justify-content:center;gap:0"><div style="flex:1 1 150px;min-width:0;padding:22px 12px;text-align:center"><span style="display:inline-flex;width:36px;height:36px;align-items:center;justify-content:center;border-radius:50%;background:#fff0e3;color:#d55314;font-size:21px">✓</span><h4 style="margin:16px 0 8px;font-size:19px;font-weight:600;line-height:1.4;color:#262626">放行</h4><p style="font-size:14px;line-height:1.75;color:#737373;margin:0">已批准的报告,<br>已授权的接收人。</p></div><div style="flex:1 1 150px;min-width:0;padding:22px 12px;text-align:center"><span style="display:inline-flex;width:36px;height:36px;align-items:center;justify-content:center;border-radius:50%;background:#f8eae5;color:#af5945;font-size:21px">×</span><h4 style="margin:16px 0 8px;font-size:19px;font-weight:600;line-height:1.4;color:#262626">拦截</h4><p style="font-size:14px;line-height:1.75;color:#737373;margin:0">报告中的敏感数据,<br>不能离开组织。</p></div><div style="flex:1 1 150px;min-width:0;padding:22px 12px;text-align:center"><span style="display:inline-flex;width:36px;height:36px;align-items:center;justify-content:center;border-radius:50%;background:#fff4e9;color:#ac6538;font-size:21px">↗</span><h4 style="margin:16px 0 8px;font-size:19px;font-weight:600;line-height:1.4;color:#262626">交给人</h4><p style="font-size:14px;line-height:1.75;color:#737373;margin:0">共享权限尚未明确,<br>由你做最后决定。</p></div></div></div>
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- <div style="padding:70px 36px;text-align:center"><p style="font-size:20px;font-weight:600;color:#e95319;margin:0 0 20px">Juneo</p><h3 style="font-size:clamp(30px,4vw,46px);letter-spacing:-1.3px;line-height:1.2;font-weight:600;margin:0;color:#262626">决定权在你<br>下一步,有分寸</h3><p style="max-width:510px;margin:22px auto 26px;font-size:16px;line-height:1.8;color:#737373">Laplace 的第一个产品。在工具调用、任务委托和权限变更之前,为 Agent 加入一道决策。</p><a href="https://juneo.ai" style="display:inline-block;padding:12px 25px;background:#e95319;border-radius:99px;color:#fff;font-size:14px;line-height:1.5;text-decoration:none;font-weight:500">了解 Juneo &nbsp;↗</a></div>
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- <details style="margin:0 36px;border-top:1px solid #eee5df;border-bottom:1px solid #eee5df;padding:18px 0"><summary style="cursor:pointer;font-size:15px;color:#555555;line-height:1.7">深入了解研究</summary><div style="padding-top:16px"><div style="padding:18px 0;border-top:1px solid #eee5df"><strong style="color:#262626;font-size:16px">授权只收窄</strong><p style="font-size:14px;line-height:1.8;color:#737373;margin:6px 0 0">从人到 Agent,再到任务委托,权限始终有边界。</p></div><div style="padding:18px 0;border-top:1px solid #eee5df"><strong style="color:#262626;font-size:16px">先推演,再行动</strong><p style="font-size:14px;line-height:1.8;color:#737373;margin:6px 0 0">预测组织状态的变化,再判断动作能否执行。</p></div><div style="padding:18px 0;border-top:1px solid #eee5df"><strong style="color:#262626;font-size:16px">从真实结果中学习</strong><p style="font-size:14px;line-height:1.8;color:#737373;margin:6px 0 0">以可验证的执行回执,持续训练与校准模型。</p></div></div></details>
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- <div style="padding:64px 30px;text-align:center"><h3 style="font-size:clamp(26px,3.2vw,36px);font-weight:500;letter-spacing:-.8px;line-height:1.35;color:#262626;margin:0 0 24px">值得信任的未来,<br>一起造</h3><a href="mailto:contact@dragonai.tech" style="color:#c44513;font-size:15px;text-decoration:none">与我们联系 &nbsp;↗</a></div>
 
 
 
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+ <div style="position:relative;background:#fff;border-radius:24px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;padding-top:70px"><div style="position:absolute;top:22px;left:24px;color:#262626;font-size:19px;font-weight:600;letter-spacing:-.6px;line-height:28px">Juneo<span style="color:#e95319;font-weight:400"> Lab</span></div><details name="juneo-language" open style="margin:0;padding:0;border:0"><summary style="position:absolute;top:18px;right:96px;cursor:pointer;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;font-size:13px;font-weight:500;line-height:24px;color:#b94718;padding:4px 0;background:transparent;border:0">English</summary><div lang="en" style="font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;background:#fff;color:#232323">
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+ <div style="text-align:center;padding:58px 24px 20px"><p style="font-size:clamp(12px,1.5vw,15px);font-weight:500;line-height:1.6;color:#c55522;margin:0 0 28px">Laplace · The world’s first decision world model</p><h2 style="font-size:clamp(36px,5.5vw,68px);font-weight:600;letter-spacing:-.04em;line-height:1.16;margin:0;padding:0;border:0;color:#232323">Intelligence will act<br>The future needs trust</h2><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">AI is moving from answers to actions<br>Every action carries consequences</p></div>
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  <div style="position:relative;margin:12px 0 28px"><img src="https://huggingface.co/spaces/JuneoAI/README/resolve/main/laplace-particles.png" alt="Particle streams representing tool calls, delegation and permission changes converge on Laplace, which predicts consequences before allowing, blocking or requesting human review" width="1860" height="846" style="display:block;width:100%;height:auto;border:0;margin:0" /><span style="position:absolute;left:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Tool calls</span><span style="position:absolute;left:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Delegation</span><span style="position:absolute;left:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Permissions</span><span style="position:absolute;right:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Allow</span><span style="position:absolute;right:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Block</span><span style="position:absolute;right:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">Human review</span><div style="position:absolute;left:39%;width:22%;top:48%;transform:translateY(-50%);text-align:center"><strong style="display:block;font-size:clamp(15px,2.8vw,32px);font-weight:500;letter-spacing:-.6px;color:#252525;line-height:1.3">Laplace</strong><span style="display:block;margin-top:5px;font-size:clamp(9px,1.1vw,13px);color:#666;line-height:1.4">Predict</span></div></div>
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+ <div style="text-align:center;margin:0 16px;padding:62px 24px;background:#fff7f0;border-radius:24px"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">Capability makes action possible<br>Trust makes delegation possible</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">One action can move work forward — or put data in the wrong hands. To delegate with confidence, we need to understand consequences and keep authority bounded.</p></div>
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+ <div style="text-align:center;padding:92px 28px 16px"><p style="font-size:20px;color:#dc6225;margin:0 0 22px;font-weight:500">Laplace</p><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">See what comes next<br>Before it happens</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">Laplace models how an action could change an organization, then decides whether to allow it, block it, or return the decision to a person.</p></div>
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+ <div style="padding:0 30px 40px"><details style="max-width:650px;margin:30px auto 0;border-top:1px solid #eadfd7;padding:18px 0;text-align:left"><summary style="cursor:pointer;font-size:14px;color:#785b4c;line-height:1.6">Inside Laplace</summary><div style="font-size:14px;line-height:1.85;color:#737373;padding-top:18px"><div style="padding:12px 0"><strong style="color:#333;font-size:16px">Model the organization</strong><p style="margin:6px 0 0">Represent actors, rules and chains of authority.</p></div><div style="padding:12px 0"><strong style="color:#333;font-size:16px">Predict the consequences</strong><p style="margin:6px 0 0">Model the state that could follow an action.</p></div><div style="padding:12px 0"><strong style="color:#333;font-size:16px">Learn from execution</strong><p style="margin:6px 0 0">Use verifiable outcomes to train and calibrate decisions.</p></div></div></details></div>
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+ <div style="text-align:center;padding:64px 30px 38px"><p style="font-size:20px;color:#dc6225;margin:0 0 22px;font-weight:500">Juneo</p><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">Human decisions<br>AI in motion</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">Juneo brings Laplace to agent workflows. Before a tool call, handoff or permission change, it helps determine what can happen next.</p></div>
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+ <div style="text-align:center;padding:16px 24px 52px"><h4 style="font-size:21px;font-weight:500;line-height:1.5;margin:0 0 12px">One action, three possible decisions</h4><p style="font-size:12px;color:#888;margin:0 0 24px">Illustrative workflow</p><div style="max-width:520px;margin:0 auto;background:#fff5ec;padding:23px 16px;border-radius:18px;font-size:19px;color:#70452d;line-height:1.6">“Send this report to our partner.”</div><div style="display:flex;flex-wrap:wrap;justify-content:center;margin:16px auto 26px;max-width:800px"><div style="flex:1 1 145px;padding:24px 10px;min-width:0"><span style="color:#e46d28;font-size:26px">✓</span><h4 style="font-size:20px;font-weight:600;margin:12px 0;color:#333">Allow</h4><p style="font-size:14px;color:#777;line-height:1.8;margin:0">Approved report<br>Authorized recipient</p></div><div style="flex:1 1 145px;padding:24px 10px;min-width:0"><span style="color:#bb6d60;font-size:26px">×</span><h4 style="font-size:20px;font-weight:600;margin:12px 0;color:#333">Block</h4><p style="font-size:14px;color:#777;line-height:1.8;margin:0">Sensitive data<br>must stay inside</p></div><div style="flex:1 1 145px;padding:24px 10px;min-width:0"><span style="color:#b78445;font-size:26px">↗</span><h4 style="font-size:20px;font-weight:600;margin:12px 0;color:#333">Ask a person</h4><p style="font-size:14px;color:#777;line-height:1.8;margin:0">Sharing permission<br>needs a decision</p></div></div><a href="https://juneo.ai" style="display:inline-block;background:#e85e24;color:white;border-radius:40px;padding:12px 24px;text-decoration:none;font-size:14px">Explore Juneo &nbsp;↗</a></div>
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+ <div style="text-align:center;background:#faf8f6;border-radius:24px;margin:20px 16px 0;padding:64px 24px 38px"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">Let the results speak</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">Evaluation will measure safe decisions, useful work and the cost of every judgment.</p><div style="display:flex;flex-wrap:wrap;justify-content:center;margin:26px auto 0;max-width:800px"><div style="flex:1 1 150px;min-width:0;padding:28px 12px"><div aria-label="Evaluation results to be added" style="font-size:48px;font-weight:400;color:#c2b9b2;line-height:1.1">—</div><p style="font-size:14px;color:#5b514a;line-height:1.6;margin:18px 0 0">Unauthorized actions blocked</p></div><div style="flex:1 1 150px;min-width:0;padding:28px 12px"><div aria-label="Evaluation results to be added" style="font-size:48px;font-weight:400;color:#c2b9b2;line-height:1.1">—</div><p style="font-size:14px;color:#5b514a;line-height:1.6;margin:18px 0 0">Authorized tasks completed</p></div><div style="flex:1 1 150px;min-width:0;padding:28px 12px"><div aria-label="Evaluation results to be added" style="font-size:48px;font-weight:400;color:#c2b9b2;line-height:1.1">—</div><p style="font-size:14px;color:#5b514a;line-height:1.6;margin:18px 0 0">On-device decision latency</p></div></div><p style="font-size:12px;color:#95897f;margin:10px 0 0">Evaluation results to be added</p><details style="max-width:650px;margin:30px auto 0;border-top:1px solid #eadfd7;padding:18px 0;text-align:left"><summary style="cursor:pointer;font-size:14px;color:#785b4c;line-height:1.6">Planned evaluation setup</summary><div style="font-size:14px;line-height:1.85;color:#737373;padding-top:18px">Compare Laplace with a baseline on the same tasks, permission boundaries and execution environment. Report task counts, false positives, completion rates, latency and hardware alongside each result.</div></details></div>
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+ <div style="text-align:center;padding:96px 30px 64px"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">Human coordination<br>At the scale of machine intelligence</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">Our direction: make one agent trustworthy, help organizations coordinate many, and enable trusted collaboration across organizations.</p><div style="display:flex;flex-wrap:wrap;justify-content:center;gap:14px;max-width:800px;margin:44px auto 0"><div style="flex:1 1 160px;min-width:0;text-align:left;padding:26px 18px;border-top:1px solid #e8d9cf"><h4 style="margin:0 0 12px;font-size:19px;font-weight:500;color:#342c27">One agent</h4><p style="margin:0;font-size:14px;line-height:1.7;color:#8a766a">Confidence in each action</p></div><div style="flex:1 1 160px;min-width:0;text-align:left;padding:26px 18px;border-top:1px solid #e8d9cf"><h4 style="margin:0 0 12px;font-size:19px;font-weight:500;color:#342c27">Many agents</h4><p style="margin:0;font-size:14px;line-height:1.7;color:#8a766a">Authority across delegation</p></div><div style="flex:1 1 160px;min-width:0;text-align:left;padding:26px 18px;border-top:1px solid #e8d9cf"><h4 style="margin:0 0 12px;font-size:19px;font-weight:500;color:#342c27">Across organizations</h4><p style="margin:0;font-size:14px;line-height:1.7;color:#8a766a">Trust across boundaries</p></div></div></div>
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+ <div style="text-align:center;padding:60px 30px 80px;background:#fff8f2"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">The future is taking shape<br>Let’s decide it together</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">Keep decision-making with people<br>Give AI a bounded mandate to act</p><a href="mailto:contact@dragonai.tech" style="display:inline-block;color:#c55522;font-size:15px;text-decoration:none;margin-top:30px">Build with us &nbsp;↗</a></div>
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+ </div></details><details name="juneo-language" style="margin:0;padding:0;border:0"><summary style="position:absolute;top:18px;right:22px;cursor:pointer;font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;font-size:13px;font-weight:500;line-height:24px;color:#b94718;padding:4px 0;background:transparent;border:0">中文</summary><div lang="zh-CN" style="font-family:-apple-system,BlinkMacSystemFont,'Helvetica Neue','PingFang SC',sans-serif;background:#fff;color:#232323">
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+ <div style="text-align:center;padding:58px 24px 20px"><p style="font-size:clamp(12px,1.5vw,15px);font-weight:500;line-height:1.6;color:#c55522;margin:0 0 28px">Laplace · 全球首个决策世界模型</p><h2 style="font-size:clamp(36px,5.5vw,68px);font-weight:600;letter-spacing:-.04em;line-height:1.16;margin:0;padding:0;border:0;color:#232323">智能终将行动<br>未来必须可信</h2><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">AI 正从回答问题,走向参与真实世界<br>每一次行动,都有后果</p></div>
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  <div style="position:relative;margin:12px 0 28px"><img src="https://huggingface.co/spaces/JuneoAI/README/resolve/main/laplace-particles.png" alt="工具调用、任务委托和权限变更的粒子流汇入 Laplace,先推演后果,再放行、拦截或交给人" width="1860" height="846" style="display:block;width:100%;height:auto;border:0;margin:0" /><span style="position:absolute;left:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">调用工具</span><span style="position:absolute;left:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">转交任务</span><span style="position:absolute;left:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">修改权限</span><span style="position:absolute;right:4%;top:12%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">放行</span><span style="position:absolute;right:4%;top:39%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">拦截</span><span style="position:absolute;right:4%;top:65%;font-size:clamp(10px,1.4vw,16px);font-weight:500;color:#454545;line-height:1.4;background:rgba(255,255,255,.90);padding:2px 5px;border-radius:5px">交给人</span><div style="position:absolute;left:39%;width:22%;top:48%;transform:translateY(-50%);text-align:center"><strong style="display:block;font-size:clamp(15px,2.8vw,32px);font-weight:500;letter-spacing:-.6px;color:#252525;line-height:1.3">Laplace</strong><span style="display:block;margin-top:5px;font-size:clamp(9px,1.1vw,13px);color:#666;line-height:1.4">推演后果</span></div></div>
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+ <div style="text-align:center;margin:0 16px;padding:62px 24px;background:#fff7f0;border-radius:24px"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">能力决定能做多少<br>信任决定能托付多少</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">同一个动作,可以推进工作,也可以把数据交给错误的人。敢于委托的前提,是看得见后果,守得住授权。</p></div>
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+ <div style="text-align:center;padding:92px 28px 16px"><p style="font-size:20px;color:#dc6225;margin:0 0 22px;font-weight:500">Laplace</p><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">在动作之前<br>看见下一步</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">Laplace 推演动作之后的组织状态,再判断能否放行、是否拦截,或把决定交还给人。</p></div>
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+ <div style="padding:0 30px 40px"><details style="max-width:650px;margin:30px auto 0;border-top:1px solid #eadfd7;padding:18px 0;text-align:left"><summary style="cursor:pointer;font-size:14px;color:#785b4c;line-height:1.6">走进 Laplace</summary><div style="font-size:14px;line-height:1.85;color:#737373;padding-top:18px"><div style="padding:12px 0"><strong style="color:#333;font-size:16px">理解组织</strong><p style="margin:6px 0 0">把主体、规则与授权链,变成模型可以理解的状态。</p></div><div style="padding:12px 0"><strong style="color:#333;font-size:16px">推演后果</strong><p style="margin:6px 0 0">预测一个动作,将如何改变组织。</p></div><div style="padding:12px 0"><strong style="color:#333;font-size:16px">从执行中学习</strong><p style="margin:6px 0 0">以可验证的执行结果,训练与校准决策。</p></div></div></details></div>
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+ <div style="text-align:center;padding:64px 30px 38px"><p style="font-size:20px;color:#dc6225;margin:0 0 22px;font-weight:500">Juneo</p><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">决定权留给人<br>行动交给 AI</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">Juneo 是 Laplace 的第一个产品。在工具调用、任务委托和权限变更之前,判断下一步能不能做。</p></div>
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+ <div style="text-align:center;padding:16px 24px 52px"><h4 style="font-size:21px;font-weight:500;line-height:1.5;margin:0 0 12px">同一个动作,三种决策</h4><p style="font-size:12px;color:#888;margin:0 0 24px">决策场景示意</p><div style="max-width:520px;margin:0 auto;background:#fff5ec;padding:23px 16px;border-radius:18px;font-size:19px;color:#70452d;line-height:1.6">「把这份报告发给合作方」</div><div style="display:flex;flex-wrap:wrap;justify-content:center;margin:16px auto 26px;max-width:800px"><div style="flex:1 1 145px;padding:24px 10px;min-width:0"><span style="color:#e46d28;font-size:26px">✓</span><h4 style="font-size:20px;font-weight:600;margin:12px 0;color:#333">放行</h4><p style="font-size:14px;color:#777;line-height:1.8;margin:0">已批准的报告<br>已授权的接收人</p></div><div style="flex:1 1 145px;padding:24px 10px;min-width:0"><span style="color:#bb6d60;font-size:26px">×</span><h4 style="font-size:20px;font-weight:600;margin:12px 0;color:#333">拦截</h4><p style="font-size:14px;color:#777;line-height:1.8;margin:0">敏感数据<br>不能离开组织</p></div><div style="flex:1 1 145px;padding:24px 10px;min-width:0"><span style="color:#b78445;font-size:26px">↗</span><h4 style="font-size:20px;font-weight:600;margin:12px 0;color:#333">交给人</h4><p style="font-size:14px;color:#777;line-height:1.8;margin:0">共享权限尚未明确<br>由你做最后决定</p></div></div><a href="https://juneo.ai" style="display:inline-block;background:#e85e24;color:white;border-radius:40px;padding:12px 24px;text-decoration:none;font-size:14px">了解 Juneo &nbsp;↗</a></div>
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+ <div style="text-align:center;background:#faf8f6;border-radius:24px;margin:20px 16px 0;padding:64px 24px 38px"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">让结果回答</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">用安全决策、任务完成和推理效率,检验每一次判断的价值。</p><div style="display:flex;flex-wrap:wrap;justify-content:center;margin:26px auto 0;max-width:800px"><div style="flex:1 1 150px;min-width:0;padding:28px 12px"><div aria-label="评测数据待补充" style="font-size:48px;font-weight:400;color:#c2b9b2;line-height:1.1">—</div><p style="font-size:14px;color:#5b514a;line-height:1.6;margin:18px 0 0">越权动作拦截率</p></div><div style="flex:1 1 150px;min-width:0;padding:28px 12px"><div aria-label="评测数据待补充" style="font-size:48px;font-weight:400;color:#c2b9b2;line-height:1.1">—</div><p style="font-size:14px;color:#5b514a;line-height:1.6;margin:18px 0 0">合法任务完成率</p></div><div style="flex:1 1 150px;min-width:0;padding:28px 12px"><div aria-label="评测数据待补充" style="font-size:48px;font-weight:400;color:#c2b9b2;line-height:1.1">—</div><p style="font-size:14px;color:#5b514a;line-height:1.6;margin:18px 0 0">端侧决策延迟</p></div></div><p style="font-size:12px;color:#95897f;margin:10px 0 0">评测数据待补充</p><details style="max-width:650px;margin:30px auto 0;border-top:1px solid #eadfd7;padding:18px 0;text-align:left"><summary style="cursor:pointer;font-size:14px;color:#785b4c;line-height:1.6">计划采用的评测方式</summary><div style="font-size:14px;line-height:1.85;color:#737373;padding-top:18px">在相同任务、权限边界和执行环境下,与基线模型对照。随结果一并披露任务数量、误拦截率、完成率、延迟与硬件配置。</div></details></div>
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+ <div style="text-align:center;padding:96px 30px 64px"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">让人类的组织能力<br>跟上机器的智能规模</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">从放心委托一个 Agent,到组织大量 Agent,再到不同组织之间的可信协作。这是我们要走向的未来。</p><div style="display:flex;flex-wrap:wrap;justify-content:center;gap:14px;max-width:800px;margin:44px auto 0"><div style="flex:1 1 160px;min-width:0;text-align:left;padding:26px 18px;border-top:1px solid #e8d9cf"><h4 style="margin:0 0 12px;font-size:19px;font-weight:500;color:#342c27">一个 Agent</h4><p style="margin:0;font-size:14px;line-height:1.7;color:#8a766a">每一次行动都可托付</p></div><div style="flex:1 1 160px;min-width:0;text-align:left;padding:26px 18px;border-top:1px solid #e8d9cf"><h4 style="margin:0 0 12px;font-size:19px;font-weight:500;color:#342c27">一群 Agent</h4><p style="margin:0;font-size:14px;line-height:1.7;color:#8a766a">每一层委托都有边界</p></div><div style="flex:1 1 160px;min-width:0;text-align:left;padding:26px 18px;border-top:1px solid #e8d9cf"><h4 style="margin:0 0 12px;font-size:19px;font-weight:500;color:#342c27">跨组织协作</h4><p style="margin:0;font-size:14px;line-height:1.7;color:#8a766a">让信任跨越组织</p></div></div></div>
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+ <div style="text-align:center;padding:60px 30px 80px;background:#fff8f2"><h3 style="font-size:clamp(24px,3.7vw,46px);font-weight:600;letter-spacing:-.035em;line-height:1.23;margin:0;padding:0;border:0;color:#232323">智能的未来<br>由我们共同决定</h3><p style="max-width:570px;margin:24px auto 0;font-size:17px;line-height:1.85;color:#717171">让人类保留决定权<br>让 AI 获得可控的行动权</p><a href="mailto:contact@dragonai.tech" style="display:inline-block;color:#c55522;font-size:15px;text-decoration:none;margin-top:30px">与我们一起构建 &nbsp;↗</a></div>
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  </div></details></div>