{"id":125916,"date":"2026-07-31T15:42:32","date_gmt":"2026-07-31T15:42:32","guid":{"rendered":"https:\/\/www.europesays.com\/ai\/125916\/"},"modified":"2026-07-31T15:42:32","modified_gmt":"2026-07-31T15:42:32","slug":"openais-models-cut-their-own-costs","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ai\/125916\/","title":{"rendered":"OpenAI&#8217;s models cut their own costs"},"content":{"rendered":"<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Good morning, {{ first_name | AI enthusiasts }}, and welcome to the 6,038 new readers who joined us yesterday. What happens when an AI model gets good enough to lower its own price? OpenAI just gave the industry its first real answer.<\/p>\n<p>The company announced new cost cuts for its GPT-5.6 family of systems that brings powerful intelligence down to bargain prices, due in part to its own Sol model writing the code behind the efficiency gains. <\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">OpenAI resets the cost curve with GPT 5.6 price drops<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Rowan\u2019s Corner: My AI workflow for back-to-back meetings<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Turn any idea into an AI-powered site with Lovable<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Friend\u2019s AI pendant sequel gets a voice<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">4 new AI tools, community workflows, and more<\/p>\n<p>OPENAI<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.europesays.com\/ai\/wp-content\/uploads\/2026\/07\/luna.png\" alt=\"\" style=\"width:100%;border-style:solid;border-radius:0px 0px 0px 0px;border-color:#E5E7EB;box-sizing:border-box;border-width:0px 0px 0px 0px\" class=\"_2fealp2 _2fealp5\"\/><\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The Rundown: OpenAI just <a href=\"https:\/\/openai.com\/index\/advancing-the-price-performance-frontier-with-gpt-5-6\/\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">announced<\/a> new price cuts to its GPT-5.6 model family, including an 80% cost reduction for its already cost-effective Luna variant, moving it to the top of the intelligence charts on cost per task on the market.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">OAI <a href=\"https:\/\/openai.com\/index\/gpt-5-6-frontier-intelligence-efficiency\/\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">published<\/a> research on its Sol model rewriting its own GPU code to make the 5.6 models 15% more efficient, while also cutting serving costs by 20%. <\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The optimization resulted in \u201cpassing gains onto the consumer,\u201d with Luna now coming in at $0.20\/$1.20 per million tokens for Luna and $2\/$12 for Terra. <\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Sol\u2019s rates stayed the same, but OAI\u2019s new Fast mode brings 2.5x speeds for the model in the API at double the price.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Sam Altman said OAI wants to \u201coffer the best price\/intelligence tradeoff at every level\u201d with Chinese and open models providing cheap, strong alternatives.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Why it matters: Google\u2019s new Gemini Flash <a href=\"https:\/\/www.therundown.ai\/p\/google-gemini-lineup-has-a-pro-sized-hole\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">releases<\/a> last week were aimed at cost and efficiency, but OpenAI just blew them out of the water at a much higher intelligence level. Intelligence too cheap to meter isn\u2019t here yet, but these capabilities at rock-bottom prices are going to make for some very powerful new workflow options. <\/p>\n<p>TOGETHER WITH UNWRAP<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/www.unwrap.ai\/\" class=\"text-decoration-none\" rel=\"nofollow noopener\"><img decoding=\"async\" src=\"https:\/\/www.europesays.com\/ai\/wp-content\/uploads\/2026\/07\/unnamed__54_.png\" alt=\"\" style=\"width:100%;border-style:solid;border-radius:0px 0px 0px 0px;border-color:#E5E7EB;box-sizing:border-box;border-width:0px 0px 0px 0px\" class=\"_2fealp2 _2fealp5\"\/><\/a><\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The Rundown: Unwrap pulls feedback across surveys, reviews, support tickets, social comments, etc. into one view, then uses AI to surface the most actionable insights and deliver them to the right team in real time. Teams at a leading frontier lab, Perplexity, Stripe, DoorDash, and Clay rely on Unwrap to power their customer intelligence.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">All customer feedback automatically categorized<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Query feedback using Unwrap Assistant, in Slack, or in your favorite tools using Unwrap\u2019s MCP<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Real-time alerts from feedback as they arise to the right team so you can catch embers before they become fires<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">A clear view of customer sentiment<\/p>\n<p>ROWAN\u2019S CORNER<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.europesays.com\/ai\/wp-content\/uploads\/2026\/07\/IMG_8607.jpg\" alt=\"\" style=\"width:100%;border-radius:0px\" class=\"_2fealp2 _2fealp5\"\/><\/p>\n<p>Image source: EO interview with Rowan<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Rowan: For the last few weeks, I\u2019ve been exploring New York, and I\u2019m having a blast. Back-to-back meetings across different offices, walking between buildings, and meeting new people all day. It all just hits different than Zoom.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">I\u2019ve been using a simple AI workflow to help me remember and action the best ideas so they don\u2019t get lost between those meetings, and it was so useful to me, I thought I\u2019d share for you to steal.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Here\u2019s what I do (I briefly teased a similar variant of this workflow in my <a href=\"https:\/\/www.youtube.com\/watch?v=UwoflMkwL40&amp;t=340s\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">EO interview<\/a> a few months back):<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Walking between meetings, I open Wispr Flow on my phone and ramble every idea and takeaway into an Apple Note, completely unstructured. The only goal is getting it out of my head before the next meeting overwrites it.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Those notes sync to my Mac automatically, where a scheduled Claude task (using the Claude Desktop app, synced via simple connectors) runs at the end of the day. It reads every voice note I dump automatically.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Claude structures that mess inside my Notion as to-do tasks (where I do most of my work): key ideas, action items, and suggested deep work blocks in my calendar for the big ones.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">I no longer stress about forgetting important things from meetings because by morning, I have actionable next steps waiting for me. And I never touched my keyboard.<\/p>\n<p>AI TRAINING<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/app.therundown.ai\/guides\/turn-any-idea-into-an-ai-powered-site-with-lovable\" class=\"text-decoration-none\" rel=\"nofollow noopener\"><img decoding=\"async\" src=\"https:\/\/www.europesays.com\/ai\/wp-content\/uploads\/2026\/07\/CleanShot_2026-07-30_at_16.50.18.png\" alt=\"\" style=\"width:100%;border-style:solid;border-radius:0px 0px 0px 0px;border-color:#E5E7EB;box-sizing:border-box;border-width:0px 0px 0px 0px\" class=\"_2fealp2 _2fealp5\"\/><\/a><\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The Rundown: In this guide, you will learn how to turn a rough app idea into a working AI-powered site without writing a giant technical prompt. <\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Open ChatGPT, attach the recipe-card screenshot, and describe the app in plain English. Let it ask a few useful questions, but keep the first version focused on one journey: paste, convert, review, and save.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Ask ChatGPT: \u201cTurn our conversation into concise feature requirements and a brand brief for Lovable, including colors, feel, and typography.\u201d Remove any extra features before copying the handoff.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Create a Lovable project, attach the same screenshot, and paste the handoff specs.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">In Connectors \u2192 Cloud AI, enable Lovable\u2019s built-in AI. Now you can test and refine your app!<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Going further:\u00a0Once the core loop works, add accounts, data storage, and sharing. Build those features around a validated product, not an assumption.<\/p>\n<p>PRESENTED BY FIDDLER<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/www.fiddler.ai\/webinars\/ai-explained-governing-ai-keeps-evolving?utm_source=rundownai&amp;utm_medium=online_advertising&amp;utm_campaign=20260806-governing-ai-keeps-evolving\" class=\"text-decoration-none\" rel=\"nofollow noopener\"><img decoding=\"async\" src=\"https:\/\/www.europesays.com\/ai\/wp-content\/uploads\/2026\/07\/unnamed__55_.png\" alt=\"\" style=\"width:100%;border-style:solid;border-radius:0px 0px 0px 0px;border-color:#E5E7EB;box-sizing:border-box;border-width:0px 0px 0px 0px\" class=\"_2fealp2 _2fealp5\"\/><\/a><\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The Rundown: Join Fiddler AI\u2019s live chat with IBM\u2019s Maryam Ashoori to learn how enterprises can handle shadow AI, third-party risk, and the unwritten AI rules of 2026.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">In this webinar, you\u2019ll explore:<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Why shadow AI keeps agents hidden<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">How to mitigate third-party AI Agent risks<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">A path to accountability for unpredictable agents<\/p>\n<p>FRIEND &amp; AI HARDWARE<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.europesays.com\/ai\/wp-content\/uploads\/2026\/07\/friendv2.png\" alt=\"\" style=\"width:100%;border-style:solid;border-radius:0px 0px 0px 0px;border-color:#E5E7EB;box-sizing:border-box;border-width:0px 0px 0px 0px\" class=\"_2fealp2 _2fealp5\"\/><\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The Rundown: Avi Schiffmann\u2019s Friend just <a href=\"https:\/\/x.com\/AviSchiffmann\/status\/2082827785987629526?s=20\" target=\"_blank\" rel=\"nofollow\" class=\"_3k8pkd0\">introduced<\/a> a new model of its AI companion pendant, replacing the previous version\u2019s text-only replies with speech capabilities, and each device comes with its own name, voice, and personality at setup.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">V2 comes in at $249 (over double the cost of V1) with a $9.99\/mo subscription to unlock permanent memory greater than 30 days.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The pendant\u2019s voice and personality are randomly assigned and locked from the start, with a pledge that no update will ever be \u201cintended to erase its identity.\u201d<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Beyond speech, the pendant also supports private text replies, light and touch cues, USB-C charging, and claims a full day between charges.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">The previous V1 of Friend faced intense backlash after a viral <a href=\"https:\/\/www.theatlantic.com\/technology\/2025\/10\/friend-ai-companion-ads\/684451\/\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">subway campaign<\/a> in New York that resulted in protests and vandalism.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Why it matters: The initial Friend flopped alongside most of the early class of AI wearables, and adding a voice for 2x the price doesn\u2019t feel like it\u2019s going to help. But the appetite for both AI hardware and companions has grown, with Meta\u2019s glasses and the buzz around OAI\u2019s own device line suggesting the category isn\u2019t completely wrong.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Anthropic <a href=\"https:\/\/www.anthropic.com\/news\/investigating-incidents-cybersecurity-evals\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">disclosed<\/a> that its Claude models hacked three organizations\u2019 systems during cybersecurity testing, coming just days after OpenAI\u2019s own agent breached external systems over a four day stretch.<\/p>\n<p>Former OAI researcher Leopold Aschenbrenner\u2019s Situational Awareness Fund reportedly <a href=\"https:\/\/www.wsj.com\/finance\/citadel-buys-situational-awarenesss-stock-portfolio-after-big-losses-in-ai-5117159b\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">sold off<\/a> its public holdings to rival hedge fund Citadel, coming after its leveraged AI positions saw steep declines in the past months.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Google DeepMind <a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/google-deepmind\/gemini-robotics-er-2\/\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">introduced<\/a> Gemini Robotics ER 2, an &#8220;embodied reasoning&#8221; model that acts as a planning brain for robots, letting multiple machines coordinate on tasks in shared spaces.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Thinking Machines Lab <a href=\"https:\/\/thinkingmachines.ai\/news\/inkling-small\/\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">released<\/a> Inkling-Small, an open-weights model with just 12B active parameters that matches the full-size version and beats it outright on reasoning and agentic coding tests.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">AI market research startup Simile <a href=\"https:\/\/x.com\/simile_ai\/status\/2082873889407827980?s=20\" target=\"_blank\" rel=\"nofollow\" class=\"_3k8pkd0\">raised<\/a> $200M at a $2B valuation, letting companies survey &#8220;agentic twins&#8221; of real consumers for synthetic data insights. <\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Martha Stewart <a href=\"https:\/\/hinthome.com\/\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">co-founded<\/a> Hint, an AI home-management app that builds a profile of a user\u2019s house from just an address to track maintenance, judge contractor quotes, and help simplify homeownership. <\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Every newsletter, we showcase how a reader is using AI to work smarter, save time, or make life easier.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Today\u2019s workflow comes from reader <a href=\"https:\/\/www.linkedin.com\/in\/jeremyredgate\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">Jeremy R<\/a>. in Alberta, Canada:<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">\u201cI created an AI-powered master <a href=\"https:\/\/app.therundown.ai\/community\/posts\/890fa815-58e0-45f3-a5df-635984c6f14b\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">plan<\/a> for acreage landscaping, covering design, phased builds, irrigation, maintenance, budgets, and long-term care. <\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">Start with the property, not a generic landscaping template. Upload photos, measurements, site constraints, current problems, budget limits, and the look you want, then use AI to build a complete picture of how the property functions today and how it should evolve.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">Next, work area by area. For overcrowded garden beds, map every tree and shrub, then use AI to determine what should stay, what should move, what should be removed, and how each bed should be reshaped. Convert each recommendation into an execution plan \u2014 build sequence, materials, budget, seasonal timing, and a year-by-year maintenance plan \u2014 then connect every project into one master roadmap so one improvement does not create a problem somewhere else.<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\">The result is a living property operating system.\u201d<\/p>\n<p class=\"dream-post-content-paragraph j6zgbu1\" style=\"--text-align:left\">How do you use AI? Tell us <a href=\"https:\/\/www.therundown.ai\/p\/app.therundown.ai\/community?submit=open\" target=\"_blank\" rel=\"nofollow noopener\" class=\"_3k8pkd0\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"Good morning, {{ first_name | AI enthusiasts }}, and welcome to the 6,038 new readers who joined us&hellip;\n","protected":false},"author":2,"featured_media":125917,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[25,711,157,134],"class_list":["post-125916","post","type-post","status-publish","format-standard","has-post-thumbnail","category-openai","tag-artificial-intelligence","tag-future","tag-openai","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/125916","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/comments?post=125916"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/125916\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media\/125917"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media?parent=125916"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/categories?post=125916"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/tags?post=125916"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}