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@@ -56,22 +56,24 @@ <h1>Yuntian Deng</h1>
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 <h4>News</h4>
 <ul style="font-size: 16px" id="news-list">
-    <li>August 4, 2024: <a href="https://huggingface.co/datasets/allenai/WildChat-1M">WildChat</a> was featured in the <a href="https://wapo.st/3A6e4me">Washington Post</a>! This work collected 1M real-world user-ChatGPT conversations. You can explore all data at <a href="https://wildvisualizer.com">wildvisualizer.com</a>, or try our data-collecting chatbot at <a href="https://huggingface.co/spaces/yuntian-deng/ChatGPT4">huggingface.co/spaces/yuntian-deng/ChatGPT4</a>.
+    <li>Oct 2, 2024: Interviewed by <a href="https://techcrunch.com/2024/10/02/why-is-chatgpt-so-bad-at-math">TechCrunch</a> to discuss the challenges of using LLMs to solve basic math problems.
+    </li>
+    <li>Aug 4, 2024: <a href="https://huggingface.co/datasets/allenai/WildChat-1M">WildChat</a> was featured in the <a href="https://wapo.st/3A6e4me">Washington Post</a>! This work collected 1M real-world user-ChatGPT conversations. You can explore all data at <a href="https://wildvisualizer.com">wildvisualizer.com</a>, or try our data-collecting chatbot at <a href="https://huggingface.co/spaces/yuntian-deng/ChatGPT4">huggingface.co/spaces/yuntian-deng/ChatGPT4</a>.
         <a class="twitter-link" href="https://x.com/washingtonpost/status/1820111621101936692">
             <img src="images/twitter_logo.svg" alt="Tweet">
         </a>
     </li>
-    <li>July 19, 2024: I built a <a href="https://huggingface.co/spaces/yuntian-deng/gpt2-multiplication">demo</a> using GPT-2 to directly produce the product of two numbers without chain-of-thought (CoT). CoT is internalized using the approach in <a href="https://arxiv.org/pdf/2405.14838">From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step</a>. A 12-layer GPT-2 can solve <strong>20-digit multiplication</strong> with 99.5% accuracy!
+    <li>Jul 19, 2024: I built a <a href="https://huggingface.co/spaces/yuntian-deng/gpt2-multiplication">demo</a> using GPT-2 to directly produce the product of two numbers without chain-of-thought (CoT). CoT is internalized using the approach in <a href="https://arxiv.org/pdf/2405.14838">From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step</a>. A 12-layer GPT-2 can solve <strong>20-digit multiplication</strong> with 99.5% accuracy!
         <a class="twitter-link" href="https://twitter.com/yuntiandeng/status/1814319104448467137">
             <img src="images/twitter_logo.svg" alt="Tweet">
         </a>
     </li>
-    <li>July 11, 2024: I built a <a href="https://huggingface.co/spaces/yuntian-deng/implicit-cot-math">demo</a> to solve grade school math problems (GSM8K)  without chain-of-thought (CoT) at 52% accuracy. CoT is internalized using the approach in <a href="https://arxiv.org/pdf/2405.14838">From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step</a>.
+    <li>Jul 11, 2024: I built a <a href="https://huggingface.co/spaces/yuntian-deng/implicit-cot-math">demo</a> to solve grade school math problems (GSM8K)  without chain-of-thought (CoT) at 52% accuracy. CoT is internalized using the approach in <a href="https://arxiv.org/pdf/2405.14838">From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step</a>.
         <a class="twitter-link" href="https://twitter.com/yuntiandeng/status/1811448907161043224">
             <img src="images/twitter_logo.svg" alt="Tweet">
         </a>
     </li>
-    <li>June 19, 2024: I built a website, <a href="https://wildvisualizer.com">wildvisualizer.com</a>, for interactive search of WildChat, allowing keyword, toxicity, IP, language, and country-based searches of 1M WildChat conversations.
+    <li>Jun 19, 2024: I built a website, <a href="https://wildvisualizer.com">wildvisualizer.com</a>, for interactive search of WildChat, allowing keyword, toxicity, IP, language, and country-based searches of 1M WildChat conversations.
         <a class="twitter-link" href="https://twitter.com/yuntiandeng/status/1803496908259991963">
             <img src="images/twitter_logo.svg" alt="Tweet">
         </a>