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https://github.com/DayuanJiang/next-ai-draw-io.git
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Dayuan Jiang
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Start screen - The five examples are one row of picture tiles (title under the picture); the old cards cut their descriptions off with an ellipsis - "Open .drawio file" leaves the example grid and sits with "Start with a blank canvas" below it, both as outlined buttons - The "Paper to diagram" example gets a thumbnail of its result (public/paper_demo.svg) like the other four - The caption says what happens: examples use saved answers, so they appear at once and do not call the AI - Shorter lede Chat panel - The version card's "</>" icon button becomes a "Show XML" text link in the summary line; the summary runs under the title row, so Undo is the card's only button - Settings uses the gear icon; new diagram uses a file-plus icon instead of the pen that reads as "edit" - The message box has the same side padding as the message column Copy - The model picker says "Server model" instead of "Default" when the server's model is in use - The theme description no longer claims the diagram always stays on a white sheet (the canvas follows the theme) - en, zh, ja and zh-Hant dictionaries updated together
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67 KiB
XML
1 line
67 KiB
XML
<svg xmlns="http://www.w3.org/2000/svg" style="background: transparent; background-color: transparent; color-scheme: light dark;" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="750px" height="636px" viewBox="0 0 750 636"><defs/><g><g data-cell-id="0"><g data-cell-id="1"><g data-cell-id="title_bg"><g><rect x="10" y="0" width="720" height="80" rx="6.4" ry="6.4" fill="#1a237e" stroke="none" pointer-events="all" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));"/></g></g><g data-cell-id="title"><g><rect x="10" y="5" width="720" height="70" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 718px; height: 1px; padding-top: 40px; margin-left: 11px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #FFFFFF; "><div style="display: inline-block; font-size: 22px; font-family: Helvetica; color: light-dark(#FFFFFF, #121212); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">Chain-of-Thought Prompting<br /><span style="font-size: 14px;">Elicits Reasoning in Large Language Models</span></div></div></div></foreignObject><text x="370" y="34" fill="#FFFFFF" font-family="Helvetica" font-size="22px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(255, 255, 255), rgb(18, 18, 18));"><tspan x="370" y="34">Chain-of-Thought Prompting</tspan><tspan x="370" y="60">Elicits Reasoning in Large Language Models</tspan></text></switch></g></g></g><g data-cell-id="authors"><g><rect x="10" y="80" width="720" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 718px; height: 1px; padding-top: 90px; margin-left: 11px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #666666; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#666666, #959595); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">Wei et al. (Google Research, Brain Team) | NeurIPS 2022</div></div></div></foreignObject><text x="370" y="93" fill="#666666" font-family="Helvetica" font-size="11px" text-anchor="middle" style="fill: light-dark(rgb(102, 102, 102), rgb(149, 149, 149));">Wei et al. (Google Research, Brain Team) | NeurIPS 2022</text></switch></g></g></g><g data-cell-id="core_header"><g><rect x="10" y="105" width="150" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 148px; height: 1px; padding-top: 120px; margin-left: 12px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 16px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">💡 Core Idea</div></div></div></foreignObject><text x="12" y="125" fill="#1a237e" font-family="Helvetica" font-size="16px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">💡 Core Idea</text></switch></g></g></g><g data-cell-id="core_box"><g transform="translate(0.5,0.5)"><rect x="10" y="135" width="340" height="75" rx="11.25" ry="11.25" fill="#e3f2fd" stroke="#1565c0" pointer-events="all" style="fill: light-dark(rgb(227, 242, 253), rgb(20, 33, 42)); stroke: light-dark(rgb(21, 101, 192), rgb(99, 168, 246));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 318px; height: 1px; padding-top: 173px; margin-left: 22px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; "><b>Chain of Thought</b> = A series of intermediate reasoning steps that lead to the final answer<br /><br />Simply provide a few CoT demonstrations as exemplars in few-shot prompting</div></div></div></foreignObject><text x="22" y="150" fill="#000000" font-family="Helvetica" font-size="11px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="22" y="150">Chain of Thought = A series of intermediate reasoning steps that</tspan><tspan x="22" y="163">lead to the final answer</tspan><tspan x="22" y="176"></tspan><tspan x="22" y="189">Simply provide a few CoT demonstrations as exemplars in</tspan><tspan x="22" y="202">few-shot prompting</tspan></text></switch></g></g></g><g data-cell-id="compare_header"><g><rect x="10" y="220" width="350" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 348px; height: 1px; padding-top: 235px; margin-left: 12px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 16px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">⚖️ Standard vs Chain-of-Thought Prompting</div></div></div></foreignObject><text x="12" y="240" fill="#1a237e" font-family="Helvetica" font-size="16px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">⚖️ Standard vs Chain-of-Thought Prompting</text></switch></g></g></g><g data-cell-id="std_box"><g transform="translate(0.5,0.5)"><rect x="10" y="255" width="170" height="160" rx="12.8" ry="12.8" fill="#ffebee" stroke="#c62828" pointer-events="all" style="fill: light-dark(rgb(255, 235, 238), rgb(44, 27, 30)); stroke: light-dark(rgb(198, 40, 40), rgb(255, 145, 145));"/></g></g><g data-cell-id="std_title"><g><rect x="10" y="260" width="170" height="25" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 168px; height: 1px; padding-top: 273px; margin-left: 11px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #C62828; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: light-dark(#C62828, #ff9191); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">Standard Prompting</div></div></div></foreignObject><text x="95" y="276" fill="#C62828" font-family="Helvetica" font-size="12px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(198, 40, 40), rgb(255, 145, 145));">Standard Prompting</text></switch></g></g></g><g data-cell-id="std_q"><g><rect x="15" y="285" width="160" height="55" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 148px; height: 1px; padding-top: 292px; margin-left: 22px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 9px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">Q: Roger has 5 tennis balls. He buys 2 more cans. Each can has 3 balls. How many now?</div></div></div></foreignObject><text x="22" y="301" fill="#000000" font-family="Helvetica" font-size="9px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="22" y="301">Q: Roger has 5 tennis balls. He buys</tspan><tspan x="22" y="312">2 more cans. Each can has 3 balls.</tspan><tspan x="22" y="323">How many now?</tspan></text></switch></g></g></g><g data-cell-id="std_a"><g><rect x="20" y="345" width="150" height="25" rx="3.75" ry="3.75" fill="#ffcdd2" stroke="none" pointer-events="all" style="fill: light-dark(rgb(255, 205, 210), rgb(85, 42, 46));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 143px; height: 1px; padding-top: 358px; margin-left: 27px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">A: The answer is 11.</div></div></div></foreignObject><text x="27" y="361" fill="#000000" font-family="Helvetica" font-size="10px" font-weight="bold" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">A: The answer is 11.</text></switch></g></g></g><g data-cell-id="std_result"><g><rect x="10" y="380" width="170" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 168px; height: 1px; padding-top: 395px; margin-left: 11px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #C62828; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#C62828, #ff9191); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">❌ Often Wrong</div></div></div></foreignObject><text x="95" y="398" fill="#C62828" font-family="Helvetica" font-size="11px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(198, 40, 40), rgb(255, 145, 145));">❌ Often Wrong</text></switch></g></g></g><g data-cell-id="cot_box"><g transform="translate(0.5,0.5)"><rect x="190" y="255" width="170" height="160" rx="12.8" ry="12.8" fill="#e8f5e9" stroke="#2e7d32" pointer-events="all" style="fill: light-dark(rgb(232, 245, 233), rgb(21, 33, 22)); stroke: light-dark(rgb(46, 125, 50), rgb(100, 168, 104));"/></g></g><g data-cell-id="cot_title"><g><rect x="190" y="260" width="170" height="25" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 168px; height: 1px; padding-top: 273px; margin-left: 191px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #2E7D32; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: light-dark(#2E7D32, #64a868); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">Chain-of-Thought</div></div></div></foreignObject><text x="275" y="276" fill="#2E7D32" font-family="Helvetica" font-size="12px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(46, 125, 50), rgb(100, 168, 104));">Chain-of-Thought</text></switch></g></g></g><g data-cell-id="cot_q"><g><rect x="195" y="285" width="160" height="55" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 148px; height: 1px; padding-top: 292px; margin-left: 202px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 9px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">Q: Roger has 5 tennis balls. He buys 2 more cans. Each can has 3 balls. How many now?</div></div></div></foreignObject><text x="202" y="301" fill="#000000" font-family="Helvetica" font-size="9px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="202" y="301">Q: Roger has 5 tennis balls. He buys</tspan><tspan x="202" y="312">2 more cans. Each can has 3 balls.</tspan><tspan x="202" y="323">How many now?</tspan></text></switch></g></g></g><g data-cell-id="cot_a"><g><rect x="200" y="340" width="150" height="35" rx="5.25" ry="5.25" fill="#c8e6c9" stroke="none" pointer-events="all" style="fill: light-dark(rgb(200, 230, 201), rgb(28, 54, 29));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 143px; height: 1px; padding-top: 358px; margin-left: 207px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 9px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">A: 2 cans × 3 = 6 balls.<br />5 + 6 = 11. Answer: 11</div></div></div></foreignObject><text x="207" y="355" fill="#000000" font-family="Helvetica" font-size="9px" font-weight="bold" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="207" y="355">A: 2 cans × 3 = 6 balls.</tspan><tspan x="207" y="366">5 + 6 = 11. Answer: 11</tspan></text></switch></g></g></g><g data-cell-id="cot_result"><g><rect x="190" y="380" width="170" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 168px; height: 1px; padding-top: 395px; margin-left: 191px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #2E7D32; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#2E7D32, #64a868); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">✓ Correct!</div></div></div></foreignObject><text x="275" y="398" fill="#2E7D32" font-family="Helvetica" font-size="11px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(46, 125, 50), rgb(100, 168, 104));">✓ Correct!</text></switch></g></g></g><g data-cell-id="vs_arrow"><g><path d="M 178.5 339 L 178.5 349.5 L 165.5 335 L 178.5 320.5 L 178.5 331 L 191.5 331 L 191.5 320.5 L 204.5 335 L 191.5 349.5 L 191.5 339 Z" fill="#ffc107" stroke="none" pointer-events="all" style="fill: light-dark(rgb(255, 193, 7), rgb(125, 72, 0));"/></g></g><g data-cell-id="props_header"><g><rect x="370" y="105" width="150" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 148px; height: 1px; padding-top: 120px; margin-left: 372px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 16px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">🔑 Key Properties</div></div></div></foreignObject><text x="372" y="125" fill="#1a237e" font-family="Helvetica" font-size="16px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">🔑 Key Properties</text></switch></g></g></g><g data-cell-id="prop1"><g transform="translate(0.5,0.5)"><rect x="370" y="135" width="180" height="32" rx="4.8" ry="4.8" fill="#fff3e0" stroke="#ef6c00" pointer-events="all" style="fill: light-dark(rgb(255, 243, 224), rgb(36, 26, 9)); stroke: light-dark(rgb(239, 108, 0), rgb(222, 110, 17));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 170px; height: 1px; padding-top: 151px; margin-left: 380px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">1️⃣ Decomposes multi-step problems</div></div></div></foreignObject><text x="380" y="154" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">1️⃣ Decomposes multi-step problems</text></switch></g></g></g><g data-cell-id="prop2"><g transform="translate(0.5,0.5)"><rect x="370" y="172" width="180" height="32" rx="4.8" ry="4.8" fill="#fff3e0" stroke="#ef6c00" pointer-events="all" style="fill: light-dark(rgb(255, 243, 224), rgb(36, 26, 9)); stroke: light-dark(rgb(239, 108, 0), rgb(222, 110, 17));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 170px; height: 1px; padding-top: 188px; margin-left: 380px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">2️⃣ Interpretable reasoning window</div></div></div></foreignObject><text x="380" y="191" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">2️⃣ Interpretable reasoning window</text></switch></g></g></g><g data-cell-id="prop3"><g transform="translate(0.5,0.5)"><rect x="370" y="209" width="180" height="32" rx="4.8" ry="4.8" fill="#fff3e0" stroke="#ef6c00" pointer-events="all" style="fill: light-dark(rgb(255, 243, 224), rgb(36, 26, 9)); stroke: light-dark(rgb(239, 108, 0), rgb(222, 110, 17));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 170px; height: 1px; padding-top: 225px; margin-left: 380px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">3️⃣ Applicable to any language task</div></div></div></foreignObject><text x="380" y="228" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">3️⃣ Applicable to any language task</text></switch></g></g></g><g data-cell-id="prop4"><g transform="translate(0.5,0.5)"><rect x="370" y="246" width="180" height="32" rx="4.8" ry="4.8" fill="#fff3e0" stroke="#ef6c00" pointer-events="all" style="fill: light-dark(rgb(255, 243, 224), rgb(36, 26, 9)); stroke: light-dark(rgb(239, 108, 0), rgb(222, 110, 17));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 170px; height: 1px; padding-top: 262px; margin-left: 380px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">4️⃣ No finetuning required</div></div></div></foreignObject><text x="380" y="265" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">4️⃣ No finetuning required</text></switch></g></g></g><g data-cell-id="emergent_header"><g><rect x="370" y="290" width="180" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; 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stroke: light-dark(rgb(123, 31, 162), rgb(239, 160, 255));"/></g></g><g data-cell-id="emergent_text"><g><rect x="370" y="325" width="180" height="85" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 178px; height: 1px; padding-top: 368px; margin-left: 371px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">CoT only works with<br /><b>~100B+ parameters</b><br /><br />Small models produce<br />fluent but illogical chains</div></div></div></foreignObject><text x="460" y="345" fill="#000000" font-family="Helvetica" font-size="11px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="460" y="345">CoT only works with</tspan><tspan x="460" y="358">~100B+ parameters</tspan><tspan x="460" y="371"></tspan><tspan x="460" y="384">Small models produce</tspan><tspan x="460" y="397">fluent but illogical chains</tspan></text></switch></g></g></g><g data-cell-id="results_header"><g><rect x="570" y="105" width="150" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; 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stroke: light-dark(rgb(21, 101, 192), rgb(99, 168, 246));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 158px; height: 1px; padding-top: 298px; margin-left: 571px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">🔢 Arithmetic<br /><span style="font-size: 9px;">GSM8K, SVAMP, ASDiv, AQuA, MAWPS</span></div></div></div></foreignObject><text x="650" y="289" fill="#000000" font-family="Helvetica" font-size="10px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="650" y="289">🔢 Arithmetic</tspan><tspan x="650" y="301">GSM8K, SVAMP, ASDiv, AQuA,</tspan><tspan x="650" y="313">MAWPS</tspan></text></switch></g></g></g><g data-cell-id="bench_common"><g transform="translate(0.5,0.5)"><rect x="570" y="325" width="160" height="45" rx="6.75" ry="6.75" fill="#e3f2fd" stroke="#1565c0" pointer-events="all" style="fill: light-dark(rgb(227, 242, 253), rgb(20, 33, 42)); stroke: light-dark(rgb(21, 101, 192), rgb(99, 168, 246));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 158px; height: 1px; padding-top: 348px; margin-left: 571px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">🧠 Commonsense<br /><span style="font-size: 9px;">CSQA, StrategyQA, Date, Sports, SayCan</span></div></div></div></foreignObject><text x="650" y="339" fill="#000000" font-family="Helvetica" font-size="10px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="650" y="339">🧠 Commonsense</tspan><tspan x="650" y="351">CSQA, StrategyQA, Date, Sports,</tspan><tspan x="650" y="363">SayCan</tspan></text></switch></g></g></g><g data-cell-id="bench_symbol"><g transform="translate(0.5,0.5)"><rect x="570" y="375" width="160" height="40" rx="6" ry="6" fill="#e3f2fd" stroke="#1565c0" pointer-events="all" style="fill: light-dark(rgb(227, 242, 253), rgb(20, 33, 42)); stroke: light-dark(rgb(21, 101, 192), rgb(99, 168, 246));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 158px; height: 1px; padding-top: 395px; margin-left: 571px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">🔣 Symbolic<br /><span style="font-size: 9px;">Last Letter Concat, Coin Flip</span></div></div></div></foreignObject><text x="650" y="392" fill="#000000" font-family="Helvetica" font-size="10px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="650" y="392">🔣 Symbolic</tspan><tspan x="650" y="404">Last Letter Concat, Coin Flip</tspan></text></switch></g></g></g><g data-cell-id="task_header"><g><rect x="10" y="425" width="200" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; 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text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe center; width: 108px; height: 1px; padding-top: 527px; margin-left: 1px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #1565C0; "><div style="display: inline-block; font-size: 9px; font-family: Helvetica; color: light-dark(#1565C0, #63a8f6); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">SOTA on GSM8K<br />(57% vs 55% prior)</div></div></div></foreignObject><text x="55" y="536" fill="#1565C0" font-family="Helvetica" font-size="9px" text-anchor="middle" style="fill: light-dark(rgb(21, 101, 192), rgb(99, 168, 246));"><tspan x="55" y="536">SOTA on GSM8K</tspan><tspan x="55" y="547">(57% vs 55% prior)</tspan></text></switch></g></g></g><g data-cell-id="task_common"><g transform="translate(0.5,0.5)"><ellipse cx="175" cy="490" rx="45" ry="30" fill="#c8e6c9" stroke="#2e7d32" pointer-events="all" style="fill: light-dark(rgb(200, 230, 201), rgb(28, 54, 29)); stroke: light-dark(rgb(46, 125, 50), rgb(100, 168, 104));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 490px; margin-left: 131px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">Commonsense<br />Reasoning</div></div></div></foreignObject><text x="175" y="487" fill="#000000" font-family="Helvetica" font-size="11px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="175" y="487">Commonsense</tspan><tspan x="175" y="500">Reasoning</tspan></text></switch></g></g></g><g data-cell-id="task_common_res"><g><rect x="120" y="520" width="110" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe center; width: 108px; height: 1px; padding-top: 527px; margin-left: 121px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #2E7D32; "><div style="display: inline-block; font-size: 9px; font-family: Helvetica; color: light-dark(#2E7D32, #64a868); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">SOTA StrategyQA<br />(75.6% vs 69.4%)</div></div></div></foreignObject><text x="175" y="536" fill="#2E7D32" font-family="Helvetica" font-size="9px" text-anchor="middle" style="fill: light-dark(rgb(46, 125, 50), rgb(100, 168, 104));"><tspan x="175" y="536">SOTA StrategyQA</tspan><tspan x="175" y="547">(75.6% vs 69.4%)</tspan></text></switch></g></g></g><g data-cell-id="task_symbol"><g transform="translate(0.5,0.5)"><ellipse cx="295" cy="490" rx="45" ry="30" fill="#ffe0b2" stroke="#ef6c00" pointer-events="all" style="fill: light-dark(rgb(255, 224, 178), rgb(66, 39, 0)); stroke: light-dark(rgb(239, 108, 0), rgb(222, 110, 17));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 490px; margin-left: 251px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">Symbolic<br />Reasoning</div></div></div></foreignObject><text x="295" y="487" fill="#000000" font-family="Helvetica" font-size="11px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="295" y="487">Symbolic</tspan><tspan x="295" y="500">Reasoning</tspan></text></switch></g></g></g><g data-cell-id="task_symbol_res"><g><rect x="240" y="520" width="110" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe center; width: 108px; height: 1px; padding-top: 527px; margin-left: 241px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #EF6C00; "><div style="display: inline-block; font-size: 9px; font-family: Helvetica; color: light-dark(#EF6C00, #de6e11); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">OOD Generalization<br />to longer sequences</div></div></div></foreignObject><text x="295" y="536" fill="#EF6C00" font-family="Helvetica" font-size="9px" text-anchor="middle" style="fill: light-dark(rgb(239, 108, 0), rgb(222, 110, 17));"><tspan x="295" y="536">OOD Generalization</tspan><tspan x="295" y="547">to longer sequences</tspan></text></switch></g></g></g><g data-cell-id="task_arrow1"><g><path d="M 100 490 L 121.76 490" fill="none" stroke="#9e9e9e" stroke-width="2" stroke-miterlimit="10" pointer-events="stroke" style="stroke: light-dark(rgb(158, 158, 158), rgb(101, 101, 101));"/><path d="M 127.76 490 L 119.76 494 L 121.76 490 L 119.76 486 Z" fill="#9e9e9e" stroke="#9e9e9e" stroke-width="2" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(158, 158, 158), rgb(101, 101, 101)); stroke: light-dark(rgb(158, 158, 158), rgb(101, 101, 101));"/></g></g><g data-cell-id="task_arrow2"><g><path d="M 220 490 L 241.76 490" fill="none" stroke="#9e9e9e" stroke-width="2" stroke-miterlimit="10" pointer-events="stroke" style="stroke: light-dark(rgb(158, 158, 158), rgb(101, 101, 101));"/><path d="M 247.76 490 L 239.76 494 L 241.76 490 L 239.76 486 Z" fill="#9e9e9e" stroke="#9e9e9e" stroke-width="2" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(158, 158, 158), rgb(101, 101, 101)); stroke: light-dark(rgb(158, 158, 158), rgb(101, 101, 101));"/></g></g><g data-cell-id="models_header"><g><rect x="370" y="425" width="150" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 148px; height: 1px; padding-top: 440px; margin-left: 372px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 16px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">🤖 Models Tested</div></div></div></foreignObject><text x="372" y="445" fill="#1a237e" font-family="Helvetica" font-size="16px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">🤖 Models Tested</text></switch></g></g></g><g data-cell-id="models_box"><g transform="translate(0.5,0.5)"><rect x="370" y="455" width="180" height="95" rx="7.6" ry="7.6" fill="#eceff1" stroke="#607d8b" pointer-events="all" style="fill: light-dark(rgb(236, 239, 241), rgb(31, 33, 35)); stroke: light-dark(rgb(96, 125, 139), rgb(114, 139, 151));"/></g></g><g data-cell-id="model1"><g><rect x="370" y="460" width="90" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 78px; height: 1px; padding-top: 470px; margin-left: 382px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">• GPT-3 (175B)</div></div></div></foreignObject><text x="382" y="473" fill="#000000" font-family="Helvetica" font-size="11px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">• GPT-3 (175B)</text></switch></g></g></g><g data-cell-id="model2"><g><rect x="370" y="480" width="90" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 78px; height: 1px; padding-top: 490px; margin-left: 382px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">• LaMDA (137B)</div></div></div></foreignObject><text x="382" y="487" fill="#000000" font-family="Helvetica" font-size="11px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="382" y="487">• LaMDA</tspan><tspan x="382" y="500">(137B)</tspan></text></switch></g></g></g><g data-cell-id="model3"><g><rect x="370" y="500" width="90" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 78px; height: 1px; padding-top: 510px; margin-left: 382px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">• PaLM (540B)</div></div></div></foreignObject><text x="382" y="513" fill="#000000" font-family="Helvetica" font-size="11px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">• PaLM (540B)</text></switch></g></g></g><g data-cell-id="model4"><g><rect x="460" y="460" width="80" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 68px; height: 1px; padding-top: 470px; margin-left: 472px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">• Codex</div></div></div></foreignObject><text x="472" y="473" fill="#000000" font-family="Helvetica" font-size="11px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">• Codex</text></switch></g></g></g><g data-cell-id="model5"><g><rect x="460" y="480" width="80" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 68px; height: 1px; padding-top: 490px; margin-left: 472px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">• UL2 (20B)</div></div></div></foreignObject><text x="472" y="493" fill="#000000" font-family="Helvetica" font-size="11px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">• UL2 (20B)</text></switch></g></g></g><g data-cell-id="model_note"><g><rect x="370" y="525" width="180" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 178px; height: 1px; padding-top: 535px; margin-left: 371px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #607D8B; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#607D8B, #728b97); line-height: 1.2; pointer-events: all; font-style: italic; white-space: normal; word-wrap: normal; ">No finetuning - prompting only!</div></div></div></foreignObject><text x="460" y="538" fill="#607D8B" font-family="Helvetica" font-size="10px" text-anchor="middle" font-style="italic" style="fill: light-dark(rgb(96, 125, 139), rgb(114, 139, 151));">No finetuning - prompting only!</text></switch></g></g></g><g data-cell-id="takeaway_header"><g><rect x="570" y="425" width="160" height="30" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 158px; height: 1px; padding-top: 440px; margin-left: 572px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 16px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">✨ Key Takeaways</div></div></div></foreignObject><text x="572" y="445" fill="#1a237e" font-family="Helvetica" font-size="16px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">✨ Key Takeaways</text></switch></g></g></g><g data-cell-id="takeaway_box"><g transform="translate(0.5,0.5)"><rect x="570" y="455" width="160" height="95" rx="7.6" ry="7.6" fill="#fff8e1" stroke="#ffa000" pointer-events="all" style="fill: light-dark(rgb(255, 248, 225), rgb(30, 24, 4)); stroke: light-dark(rgb(255, 160, 0), rgb(167, 85, 0));"/></g></g><g data-cell-id="take1"><g><rect x="575" y="460" width="150" height="18" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 143px; height: 1px; padding-top: 469px; margin-left: 582px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">✓ Simple yet powerful</div></div></div></foreignObject><text x="582" y="472" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">✓ Simple yet powerful</text></switch></g></g></g><g data-cell-id="take2"><g><rect x="575" y="478" width="150" height="18" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; 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text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 143px; height: 1px; padding-top: 541px; margin-left: 582px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">✓ State-of-the-art results</div></div></div></foreignObject><text x="582" y="544" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">✓ State-of-the-art results</text></switch></g></g></g><g data-cell-id="format_header"><g><rect x="10" y="555" width="150" height="25" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 148px; height: 1px; padding-top: 568px; margin-left: 12px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 14px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">📝 Prompt Format</div></div></div></foreignObject><text x="12" y="572" fill="#1a237e" font-family="Helvetica" font-size="14px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">📝 Prompt Format</text></switch></g></g></g><g data-cell-id="format_box"><g transform="translate(0.5,0.5)"><rect x="10" y="580" width="250" height="35" rx="5.25" ry="5.25" fill="#e1bee7" stroke="#7b1fa2" pointer-events="all" style="fill: light-dark(rgb(225, 190, 231), rgb(86, 56, 92)); stroke: light-dark(rgb(123, 31, 162), rgb(239, 160, 255));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 248px; height: 1px; padding-top: 598px; margin-left: 11px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">〈 Input, Chain of Thought, Output 〉</div></div></div></foreignObject><text x="135" y="601" fill="#000000" font-family="Helvetica" font-size="12px" text-anchor="middle" font-weight="bold" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">〈 Input, Chain of Thought, Output 〉</text></switch></g></g></g><g data-cell-id="limit_header"><g><rect x="280" y="555" width="120" height="25" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 118px; height: 1px; padding-top: 568px; margin-left: 282px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 14px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">⚠️ Limitations</div></div></div></foreignObject><text x="282" y="572" fill="#1a237e" font-family="Helvetica" font-size="14px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">⚠️ Limitations</text></switch></g></g></g><g data-cell-id="limit_box"><g transform="translate(0.5,0.5)"><rect x="280" y="580" width="200" height="55" rx="8.25" ry="8.25" fill="#ffebee" stroke="#c62828" pointer-events="all" style="fill: light-dark(rgb(255, 235, 238), rgb(44, 27, 30)); stroke: light-dark(rgb(198, 40, 40), rgb(255, 145, 145));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 190px; height: 1px; padding-top: 608px; margin-left: 290px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">• Requires large models (~100B+)<br />• No guarantee of correct reasoning<br />• Costly to serve in production</div></div></div></foreignObject><text x="290" y="599" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="290" y="599">• Requires large models (~100B+)</tspan><tspan x="290" y="611">• No guarantee of correct reasoning</tspan><tspan x="290" y="623">• Costly to serve in production</tspan></text></switch></g></g></g><g data-cell-id="impact_header"><g><rect x="500" y="555" width="100" height="25" fill="none" stroke="none" pointer-events="all"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 98px; height: 1px; padding-top: 568px; margin-left: 502px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #1a237e; "><div style="display: inline-block; font-size: 14px; font-family: Helvetica; color: light-dark(#1a237e, #bfc7ff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">🚀 Impact</div></div></div></foreignObject><text x="502" y="572" fill="#1a237e" font-family="Helvetica" font-size="14px" font-weight="bold" style="fill: light-dark(rgb(26, 35, 126), rgb(191, 199, 255));">🚀 Impact</text></switch></g></g></g><g data-cell-id="impact_box"><g transform="translate(0.5,0.5)"><rect x="500" y="580" width="230" height="55" rx="8.25" ry="8.25" fill="#e8f5e9" stroke="#2e7d32" pointer-events="all" style="fill: light-dark(rgb(232, 245, 233), rgb(21, 33, 22)); stroke: light-dark(rgb(46, 125, 50), rgb(100, 168, 104));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 212px; height: 1px; padding-top: 608px; margin-left: 510px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: Helvetica; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">Foundational technique for modern LLM reasoning - inspired many follow-up works including Self-Consistency, Tree-of-Thought, etc.</div></div></div></foreignObject><text x="510" y="593" fill="#000000" font-family="Helvetica" font-size="10px" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><tspan x="510" y="593">Foundational technique for modern LLM</tspan><tspan x="510" y="605">reasoning - inspired many follow-up works</tspan><tspan x="510" y="617">including Self-Consistency, Tree-of-Thought,</tspan><tspan x="510" y="629">etc.</tspan></text></switch></g></g></g></g></g></g><switch><g requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"/><a transform="translate(0,-5)" xlink:href="https://www.drawio.com/doc/faq/svg-export-text-problems" target="_blank"><text text-anchor="middle" font-size="10px" x="50%" y="100%">Text is not SVG - cannot display</text></a></switch></svg> |