{"id":6086,"date":"2025-02-20T08:42:18","date_gmt":"2025-02-20T08:42:18","guid":{"rendered":"https:\/\/fusionmindlabs.com\/blogs\/ignore-ai-benchmarks\/"},"modified":"2025-02-20T08:42:18","modified_gmt":"2025-02-20T08:42:18","slug":"ignore-ai-benchmarks","status":"publish","type":"post","link":"https:\/\/fusionmindlabs.com\/blogs\/ignore-ai-benchmarks\/","title":{"rendered":"Ignore AI Benchmarks?"},"content":{"rendered":"\n<br \/>Here is a rewritten version of the content without changing its meaning, retaining the original length, and keeping the proper headings and titles:<\/p>\n<div>\n<p id=\"speakable-summary\" class=\"wp-block-paragraph\"><em>Introduction to TechCrunch&#8217;s AI Newsletter: We&#8217;re taking a break, but you can find all our AI coverage, including columns, analysis, and breaking news, on TechCrunch. To get these stories and more in your inbox daily, sign up for our newsletters <a href=\"https:\/\/techcrunch.com\/newsletters\/techcrunch-daily-news\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">here<\/a>.<\/em><\/p>\n<p class=\"wp-block-paragraph\">This week, Elon Musk&#8217;s AI startup, xAI, launched its latest flagship AI model, <a href=\"https:\/\/techcrunch.com\/2025\/02\/17\/elon-musks-ai-company-xai-releases-its-latest-flagship-ai-grok-3\/\" rel=\"nofollow noopener\" target=\"_blank\">Grok 3<\/a>, which powers the company&#8217;s Grok chatbot apps. Trained on approximately 200,000 GPUs, the model outperforms other leading models, including those from OpenAI, on benchmarks for mathematics, programming, and more.<\/p>\n<p class=\"wp-block-paragraph\">However, what do these benchmarks really tell us? <\/p>\n<p class=\"wp-block-paragraph\">At TechCrunch, we often report benchmark figures because they&#8217;re one of the few standardized ways to measure model improvements in the AI industry. Nevertheless, popular AI benchmarks tend to test for <a href=\"https:\/\/techcrunch.com\/2024\/03\/07\/heres-why-most-ai-benchmarks-tell-us-so-little\/\" rel=\"nofollow noopener\" target=\"_blank\">esoteric knowledge and provide aggregate scores that poorly correlate to proficiency<\/a> on tasks that most people care about.<\/p>\n<p class=\"wp-block-paragraph\">As Wharton professor Ethan Mollick pointed out in a series of posts on X after Grok 3&#8217;s unveiling, there&#8217;s an &#8220;urgent need for better batteries of tests and independent testing authorities.&#8221; Since AI companies often self-report benchmark results, making those results even harder to accept at face value.<\/p>\n<p class=\"wp-block-paragraph\">\u201cPublic benchmarks are both \u2018meh\u2019 and saturated, leaving a lot of AI testing to be like food reviews, based on taste,\u201d Mollick wrote. \u201cIf AI is critical to work, we need more.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Although there are <a href=\"https:\/\/agi.safe.ai\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">independent<\/a> <a href=\"https:\/\/epoch.ai\/frontiermath\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">tests<\/a> and <a href=\"https:\/\/arcprize.org\/arc\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">organizations<\/a> proposing new benchmarks for AI, their relative merit is far from settled within the industry. Some commentators and experts propose <a href=\"https:\/\/x.com\/BorisMPower\/status\/1891941299374162131\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">aligning benchmarks with economic impact<\/a> to ensure their usefulness, while <a href=\"https:\/\/x.com\/DaveShapi\/status\/1891990210008764833\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">others argue that adoption and utility<\/a> are the ultimate benchmarks.<\/p>\n<p class=\"wp-block-paragraph\">This debate may continue indefinitely. Perhaps we should instead, <a href=\"https:\/\/x.com\/tszzl\/status\/1891915725071077884\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">as X user Roon suggests<\/a>, pay less attention to new models and benchmarks unless there are significant AI technical breakthroughs. For our collective sanity, that may not be the worst idea, even if it leads to some level of AI FOMO.<\/p>\n<p class=\"wp-block-paragraph\">As mentioned earlier, This Week in AI is going on hiatus. Thank you, readers, for sticking with us through this journey. Until next time.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-news\">News<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"4000\" height=\"2667\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?w=680\" alt=\"\" class=\"wp-image-2965469\" srcset=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg 4000w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=150,100 150w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=300,200 300w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=768,512 768w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=680,453 680w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=1200,800 1200w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=1280,853 1280w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=430,287 430w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=720,480 720w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=900,600 900w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=800,533 800w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=1536,1024 1536w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=2048,1366 2048w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=668,445 668w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=562,375 562w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=925,617 925w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GettyImages-2198379368.jpg?resize=708,472 708w\" sizes=\"auto, (max-width: 4000px) 100vw, 4000px\"\/><figcaption class=\"wp-element-caption\"><span class=\"wp-block-image__credits\"><strong>Image Credits:<\/strong>Nathan Laine\/Bloomberg \/ Getty Images<\/span><\/figcaption><\/figure>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/techcrunch.com\/2025\/02\/16\/openai-tries-to-uncensor-chatgpt\/\" rel=\"nofollow noopener\" target=\"_blank\"><strong>OpenAI attempts to \u201cuncensor\u201d ChatGPT<\/strong><\/a><strong>:<\/strong> Max wrote about how OpenAI is revising its AI development approach to explicitly support \u201cintellectual freedom,\u201d regardless of the topic&#8217;s challenge or controversy.<\/p>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/techcrunch.com\/2025\/02\/18\/thinking-machines-lab-is-ex-openai-cto-mira-muratis-new-startup\/\" rel=\"nofollow noopener\" target=\"_blank\"><strong>Mira&#8217;s new startup<\/strong><\/a><strong>:<\/strong> Former OpenAI CTO Mira Murati&#8217;s new startup, <a href=\"https:\/\/thinkingmachines.ai\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Thinking Machines Lab<\/a>, aims to develop tools that make AI work for people&#8217;s unique needs and goals.<\/p>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/techcrunch.com\/2025\/02\/17\/elon-musks-ai-company-xai-releases-its-latest-flagship-ai-grok-3\/\" rel=\"nofollow noopener\" target=\"_blank\"><strong>Grok 3 is released<\/strong><\/a><strong>:<\/strong> Elon Musk&#8217;s AI startup, xAI, has released its latest flagship AI model, Grok 3, and introduced new capabilities for the Grok apps for iOS and the web.<\/p>\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/techcrunch.com\/2025\/02\/18\/meta-announces-llamacon-its-first-generative-ai-dev-conference\/\" rel=\"nofollow noopener\" target=\"_blank\">Meta announces LlamaCon<\/a>:<\/strong> Meta will host its first developer conference dedicated to generative AI this spring, called LlamaCon, after Meta&#8217;s Llama family of generative AI models, scheduled for April 29.<\/p>\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/techcrunch.com\/2025\/02\/16\/open-source-llms-hit-europes-digital-sovereignty-roadmap\/\" rel=\"nofollow noopener\" target=\"_blank\">AI and Europe&#8217;s digital sovereignty<\/a>:<\/strong> Paul profiled OpenEuroLLM, a collaboration between 20 organizations to build foundation models for transparent AI in Europe that preserves linguistic and cultural diversity.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-research-paper-of-the-week\">Research Paper of the Week<\/h2>\n<figure class=\"wp-block-image aligncenter size-large\"><a rel=\"nofollow noopener\" href=\"https:\/\/openai.com\/index\/swe-lancer\/\" target=\"_blank\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/openai.com\/index\/swe-lancer\/\" data-event=\"clickable_image\" alt=\"OpenAI ChatGPT website displayed on a laptop screen is seen in this illustration photo.\" class=\"wp-image-2949226\" srcset=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg 1024w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=150,100 150w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=300,200 300w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=768,512 768w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=680,454 680w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=430,287 430w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=720,480 720w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=900,600 900w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=800,534 800w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=668,446 668w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=562,375 562w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=925,617 925w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/01\/GettyImages-2170386424.jpg?resize=708,472 708w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><\/a><figcaption class=\"wp-element-caption\"><span class=\"wp-block-image__credits\"><strong>Image Credits:<\/strong>Jakub Porzycki\/NurPhoto \/ Getty Images<\/span><\/figcaption><\/figure>\n<p class=\"wp-block-paragraph\">OpenAI researchers created a new AI benchmark, <a href=\"https:\/\/openai.com\/index\/swe-lancer\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">SWE-Lancer<\/a>, to evaluate the coding capabilities of powerful AI systems. The benchmark consists of over 1,400 freelance software engineering tasks, ranging from bug fixes to technical implementation proposals.<\/p>\n<p class=\"wp-block-paragraph\">According to OpenAI, the best-performing AI model, Anthropic&#8217;s Claude 3.5 Sonnet, scores 40.3% on the full SWE-Lancer benchmark, indicating that AI still has a long way to go. Notably, the researchers didn&#8217;t benchmark newer models like OpenAI&#8217;s <a href=\"https:\/\/techcrunch.com\/2025\/01\/31\/openai-launches-o3-mini-its-latest-reasoning-model\/\" rel=\"nofollow noopener\" target=\"_blank\">o3-mini<\/a> or Chinese AI company <a href=\"https:\/\/techcrunch.com\/2025\/01\/27\/deepseek-claims-its-reasoning-model-beats-openais-o1-on-certain-benchmarks\/\" rel=\"nofollow noopener\" target=\"_blank\">DeepSeek&#8217;s R1<\/a>.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-model-of-the-week\">Model of the Week<\/h2>\n<p class=\"wp-block-paragraph\">A Chinese AI company, Stepfun, released an &#8220;open&#8221; AI model, <a href=\"https:\/\/github.com\/stepfun-ai\/Step-Audio\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Step-Audio<\/a>, which can understand and generate speech in several languages, including Chinese, English, and Japanese, and allows users to adjust the emotion and dialect of the synthetic audio it creates, including singing.<\/p>\n<p class=\"wp-block-paragraph\">Stepfun is one of several well-funded Chinese AI startups releasing models under a permissive license. Founded in 2023, Stepfun <a href=\"https:\/\/siliconangle.com\/2024\/12\/26\/chinese-ai-model-maker-stepfun-raises-hundreds-millions-series-b-funding\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">reportedly closed<\/a> a funding round worth several hundred million dollars from a host of investors, including Chinese state-owned private equity firms.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-grab-bag\">Grab Bag<\/h2>\n<figure class=\"wp-block-image aligncenter size-large\"><a rel=\"nofollow noopener\" href=\"https:\/\/huggingface.co\/NousResearch\/DeepHermes-3-Llama-3-8B-Preview\" target=\"_blank\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"714\" src=\"https:\/\/huggingface.co\/NousResearch\/DeepHermes-3-Llama-3-8B-Preview\" data-event=\"clickable_image\" alt=\"Nous Research DeepHermes\" class=\"wp-image-2967859\" srcset=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg 900w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=150,119 150w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=300,238 300w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=768,609 768w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=680,539 680w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=430,341 430w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=720,571 720w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=800,635 800w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=668,530 668w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=473,375 473w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=778,617 778w, https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/02\/GjsjauvbsAAgUtD.jpeg?resize=669,531 669w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\"\/><\/a><figcaption class=\"wp-element-caption\"><span class=\"wp-block-image__credits\"><strong>Image Credits:<\/strong>Nous Research<\/span><\/figcaption><\/figure>\n<p class=\"wp-block-paragraph\">Nous Research, an AI research group, has <a href=\"https:\/\/x.com\/NousResearch\/status\/1890148000204485088\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">released<\/a> what it claims is one of the first AI models that unifies reasoning and language model capabilities.<\/p>\n<p class=\"wp-block-paragraph\">The model, DeepHermes-3 Preview, can toggle on and off long &#8220;chains of thought&#8221; for improved accuracy at the cost of some computational resources. In &#8220;reasoning&#8221; mode, DeepHermes-3 Preview &#8220;thinks&#8221; longer for harder problems and shows its thought process to arrive at the answer.<\/p>\n<p class=\"wp-block-paragraph\">Anthropic reportedly <a href=\"https:\/\/techcrunch.com\/2025\/02\/13\/anthropics-next-major-ai-model-could-arrive-within-weeks\/\" rel=\"nofollow noopener\" target=\"_blank\">plans to release an architecturally similar model soon<\/a>, and OpenAI has said such a model is <a href=\"https:\/\/techcrunch.com\/2025\/02\/12\/openai-cancels-its-o3-ai-model-in-favor-of-a-unified-next-gen-release\/\" rel=\"nofollow noopener\" target=\"_blank\">on its near-term roadmap<\/a>.<\/p>\n<\/div>\n\n<br \/><a href=\"https:\/\/techcrunch.com\/2025\/02\/19\/this-week-in-ai-maybe-we-should-ignore-ai-benchmarks-for-now\/\" rel=\"nofollow noopener\" target=\"_blank\">Source Link<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here is a rewritten version of the content without changing its meaning, retaining the original length, and keeping the proper headings and titles: Introduction to TechCrunch&#8217;s AI Newsletter: We&#8217;re taking&#8230;<\/p>\n","protected":false},"author":0,"featured_media":6087,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[176,164,1919,1920,1258],"class_list":["post-6086","post","type-post","status-publish","format-standard","has-post-thumbnail","category-news","tag-elon-musk","tag-openai","tag-this-week-in-ai","tag-this-week-in-ai-newsletter","tag-xai"],"jetpack_featured_media_url":"https:\/\/fusionmindlabs.com\/blogs\/wp-content\/uploads\/sites\/9\/2025\/02\/GettyImages-652162707.jpg","_links":{"self":[{"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/posts\/6086","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/comments?post=6086"}],"version-history":[{"count":0,"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/posts\/6086\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/media\/6087"}],"wp:attachment":[{"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/media?parent=6086"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/categories?post=6086"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fusionmindlabs.com\/blogs\/wp-json\/wp\/v2\/tags?post=6086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}