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"headline" : "A Report on the state of AI and its implication for the future.",
"name" : "State of AI Report",
"about" : "A Report on artificial intelligence research, talent, politics, industry, startups, and China.",
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"articleBody" : "We believe that AI will be a force multiplier on technological progress in our increasingly digital, data-driven world. This is because everything around us today, ranging from culture to consumer products, is a product of intelligence.\n </P>\n <P class=\"subtext\">\n In this report, we set out to capture a snapshot of the exponential progress in AI with a focus on developments in the past 12 months. Consider this report as a compilation of the most interesting things we’ve seen that seeks to trigger an informed conversation about the state of AI and its implication for the future. This edition builds on the State of AI Report 2022, which can be <A href=\"https://www.stateof.ai/2022\">found here</A>.\n </P>\n <OL> We consider the following key dimensions in our report:\n <LI><STRONG>Research:</STRONG> Technology breakthroughs and their capabilities. </LI>\n <LI><STRONG>Talent:</STRONG> Supply, demand and concentration of talent working in the field. </LI>\n <LI><STRONG>Industry:</STRONG> Large platforms, financings and areas of application for AI-driven innovation today and tomorrow. </LI>\n <LI><STRONG>Politics:</STRONG> Public opinion of AI, economic implications and the emerging geopolitics of AI. </LI>\n <LI><STRONG>Safety:</STRONG> How to ensure that highly-capable systems are aligned with our species.",
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<title>Welcome to State of AI Report 2023</title>
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STATE OF AI REPORT 2023<span style="color: #ff9900;">.</span>
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<a href="https://www.stateof.ai/" class="button">Home</a>
<a href="https://www.stateof.ai/2021" class="button">2022 Edition</a>
<a href="https://www.stateof.ai/2021" class="button">2021 Edition</a>
<a href="https://www.stateof.ai/2020" class="button">2020 Edition</a>
<a href="https://www.stateof.ai/2019" class="button">2019 Edition</a>
<a href="https://www.stateof.ai/2018" class="button">2018 Edition</a>
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<p class="subtext center">
<ol>Now in its sixth year, the <b>State of AI Report 2023</b> is reviewed by leading AI practioners in industry and research. It considers the following key dimensions, including a new Safety section:
<li><strong>Research:</strong> Technology breakthroughs and their capabilities. </li>
<li><strong>Industry:</strong> Areas of commercial application for AI and its business impact. </li>
<li><strong>Politics:</strong> Regulation of AI, its economic implications and the evolving geopolitics of AI. </li>
<li><strong>Safety:</strong> Identifying and mitigating catastrophic risks that highly-capable future AI systems could pose to us. </li>
<li><strong>Predictions:</strong> What we believe will happen and a performance review to keep us honest. </li>
</ol>
<p class="subtext center">
<ol><strong>Key themes in the 2023 Report include:</strong>:
<li><strong>GPT-4 is the master of all it surveys (for now),</strong> beating every other LLM on both classic benchmarks and exams designed to evaluate humans, validating the power of proprietary architectures and reinforcement learning from human feedback.</li>
<li><strong>Efforts are growing to try to clone or surpass proprietary performance,</strong> through smaller models, better datasets, and longer context. These could gain new urgency, amid concerns that human-generated data may only be able to sustain AI scaling trends for a few more years.</li>
<li><strong>LLMs and diffusion models continue to drive real-world breakthroughs,</strong> especially in the life sciences, with meaningful steps forward in both molecular biology and drug discovery.</li>
<li><strong>Compute is the new oil,</strong> with NVIDIA printing record earnings and startups wielding their GPUs as a competitive edge. As the US tightens its restrictions on trade restrictions on China and mobilizes its allies in the chip wars, NVIDIA, Intel, and AMD have started to sell export-control proof chips at scale.</li>
<li><strong>GenAI saves the VC world, as amid a slump in tech valuations,</strong> AI startups focused on generative AI applications (including video, text, and coding), raised over $18 billion from VC and corporate investors.</li>
<li><strong>The safety debate has exploded into the mainstream,</strong> prompting action from governments and regulators around the world. However, this flurry of activity conceals profound divisions within the AI community and a lack of concrete progress towards global governance, as governments around the world pursue conflicting approaches.</li>
<li><strong>Challenges mount in evaluating state of the art models,</strong> as standard LLMs often struggle with robustness. Considering the stakes, as “vibes-based” approach isn’t good enough.</li>
</ol>
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<a href="https://www.stateof.ai/2023-report-launch.html" class="button">Read more in our blog post</a>
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<a href="https://www.stateof.ai/2022" class="button">2022 Edition</a>
<a href="https://www.stateof.ai/2021" class="button">2021 Edition</a>
<a href="https://www.stateof.ai/2020" class="button">2020 Edition</a>
<a href="https://www.stateof.ai/2019" class="button">2019 Edition</a>
<a href="https://www.stateof.ai/2018" class="button">2018 Edition</a>
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Authored on the interwebs by:
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<strong><a href="https://www.twitter.com/nathanbenaich" target="_blank">Nathan Benaich</a></strong>
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