News from the AI & ML world

DeeperML - #gpt4.1

Kevin Okemwa@windowscentral.com //
OpenAI has released GPT-4.1 and GPT-4.1 mini, enhancing coding capabilities within ChatGPT. According to OpenAI on Twitter, GPT-4.1 "excels at coding tasks & instruction following" and serves as a faster alternative to OpenAI o3 & o4-mini for everyday coding needs. GPT-4.1 mini replaces GPT-4o mini as the default for all ChatGPT users, including those on the free tier. The models are available via the “more models” dropdown selection in the top corner of the chat window within ChatGPT.

GPT-4.1 is now accessible to ChatGPT Plus, Pro, and Team users, with Enterprise and Education user access expected in the coming weeks. While initially intended for use only by third-party developers via OpenAI's API, GPT-4.1 was added to ChatGPT following strong user feedback. OpenAI Chief Product Officer Kevin Weil said "We built it for developers, so it's very good at coding and instruction following—give it a try!".

These models support the standard context windows for ChatGPT and are optimized for enterprise-grade practicality. GPT-4.1 delivers improvements over GPT-4o on the SWE-bench Verified software engineering benchmark and Scale’s MultiChallenge benchmark. Safety remains a priority, with OpenAI reporting that GPT-4.1 performs at parity with GPT-4o across standard safety evaluations.

Recommended read:
References :
  • AI News | VentureBeat: OpenAI brings GPT-4.1 and 4.1 mini to ChatGPT — what enterprises should know
  • Maginative: OpenAI Brings GPT-4.1 to ChatGPT
  • www.techradar.com: OpenAI just gave ChatGPT users a huge free upgrade – 4.1 mini is available today
  • www.windowscentral.com: ChatGPT gets new models with exemplary web development capabilities — but OpenAI is under fire for allegedly skimming through safety processes

Matthias Bastian@THE DECODER //
OpenAI has announced the integration of GPT-4.1 and GPT-4.1 mini models into ChatGPT, aimed at enhancing coding and web development capabilities. The GPT-4.1 model, designed as a specialized model excelling at coding tasks and instruction following, is now available to ChatGPT Plus, Pro, and Team users. According to OpenAI, GPT-4.1 is faster and a great alternative to OpenAI o3 & o4-mini for everyday coding needs, providing more help to developers creating applications.

OpenAI is also rolling out GPT-4.1 mini, which will be available to all ChatGPT users, including those on the free tier, replacing the previous GPT-4o mini model. This model serves as the fallback option once GPT-4o usage limits are reached. The release notes confirm that GPT 4.1 mini offers various improvements over GPT-4o mini, including instruction-following, coding, and overall intelligence. This initiative is part of OpenAI's effort to make advanced AI tools more accessible and useful for a broader audience, particularly those engaged in programming and web development.

Johannes Heidecke, Head of Systems at OpenAI, has emphasized that the new models build upon the safety measures established for GPT-4o, ensuring parity in safety performance. According to Heidecke, no new safety risks have been introduced, as GPT-4.1 doesn’t introduce new modalities or ways of interacting with the AI, and that it doesn’t surpass o3 in intelligence. The rollout marks another step in OpenAI's increasingly rapid model release cadence, significantly expanding access to specialized capabilities in web development and coding.

Recommended read:
References :
  • twitter.com: GPT-4.1 is a specialized model that excels at coding tasks & instruction following. Because it’s faster, it’s a great alternative to OpenAI o3 & o4-mini for everyday coding needs.
  • www.computerworld.com: OpenAI adds GPT-4.1 models to ChatGPT
  • gHacks Technology News: OpenAI releases GPT-4.1 and GPT-4.1 mini AI models for ChatGPT
  • Maginative: OpenAI Brings GPT-4.1 to ChatGPT
  • www.windowscentral.com: “Am I crazy or is GPT-4.1 the best model for coding?” ChatGPT gets new models with exemplary web development capabilities — but OpenAI is under fire for allegedly skimming through safety processes
  • the-decoder.com: OpenAI brings its new GPT-4.1 model to ChatGPT users

Kevin Okemwa@windowscentral.com //
OpenAI has launched GPT-4.1 and GPT-4.1 mini, the latest iterations of its language models, now integrated into ChatGPT. This upgrade aims to provide users with enhanced coding and instruction-following capabilities. GPT-4.1, available to paid ChatGPT subscribers including Plus, Pro, and Team users, excels at programming tasks and provides a smarter, faster, and more useful experience, especially for coders. Additionally, Enterprise and Edu users are expected to gain access in the coming weeks.

GPT-4.1 mini, on the other hand, is being introduced to all ChatGPT users, including those on the free tier, replacing the previous GPT-4o mini model. It serves as a fallback option when GPT-4o usage limits are reached. OpenAI says GPT-4.1 mini is a "fast, capable, and efficient small model". This approach democratizes access to improved AI, ensuring that even free users benefit from advancements in language model technology.

Both GPT-4.1 and GPT-4.1 mini demonstrate OpenAI's commitment to rapidly advancing its AI model offerings. Initial plans were to release GPT-4.1 via API only for developers, but strong user feedback changed that. The company claims GPT-4.1 excels at following specific instructions, is less "chatty", and is more thorough than older versions of GPT-4o. OpenAI also notes that GPT-4.1's safety performance is at parity with GPT-4o, showing improvements can be delivered without new safety risks.

Recommended read:
References :
  • Maginative: OpenAI has integrated its GPT-4.1 model into ChatGPT, providing enhanced coding and instruction-following capabilities to paid users, while also introducing GPT-4.1 mini for all users.
  • pub.towardsai.net: AI Passes Physician-Level Responses in OpenAI’s HealthBench
  • THE DECODER: OpenAI is rolling out its GPT-4.1 model to ChatGPT, making it available outside the API for the first time.
  • AI News | VentureBeat: OpenAI is rolling out GPT-4.1, its new non-reasoning large language model (LLM) that balances high performance with lower cost, to users of ChatGPT.
  • www.zdnet.com: OpenAI's HealthBench shows AI's medical advice is improving - but who will listen?
  • www.techradar.com: OpenAI just gave ChatGPT users a huge free upgrade – 4.1 mini is available today
  • Simon Willison's Weblog: GPT-4.1 will be available directly in ChatGPT starting today. GPT-4.1 is a specialized model that excels at coding tasks & instruction following.
  • www.windowscentral.com: OpenAI is bringing GPT-4.1 and GPT-4.1 minito ChatGPT, and the new AI models excel in web development and coding tasks compared to OpenAI o3 & o4-mini.
  • www.zdnet.com: GPT-4.1 makes ChatGPT smarter, faster, and more useful for paying users, especially coders
  • www.computerworld.com: OpenAI adds GPT-4.1 models to ChatGPT
  • gHacks Technology News: OpenAI releases GPT-4.1 and GPT-4.1 mini AI models for ChatGPT
  • twitter.com: By popular request, GPT-4.1 will be available directly in ChatGPT starting today. GPT-4.1 is a specialized model that excels at coding tasks & instruction following. Because it’s faster, it’s a great alternative to OpenAI o3 & o4-mini for everyday coding needs.
  • www.ghacks.net: Reports on GPT-4.1 and GPT-4.1 mini AI models in ChatGPT, noting their accessibility to both paid and free users.
  • x.com: Provides initial tweet about the availability of GPT-4.1 in ChatGPT.
  • the-decoder.com: OpenAI brings its new GPT-4.1 model to ChatGPT users
  • eWEEK: OpenAI rolls out GPT-4.1 and GPT-4.1 mini to ChatGPT, offering smarter coding and instruction-following tools for free and paid users.

@www.analyticsvidhya.com //
OpenAI's latest AI models, o3 and o4-mini, have been released with enhanced problem-solving capabilities and improved tool use, promising a step change in the ability of language models to tackle complex tasks. These reasoning models, now available to ChatGPT Plus, Pro, and Team users, demonstrate stronger proficiency in mathematical solutions, programming work, and even image interpretation. One notable feature is o3's native support for tool use, allowing it to organically utilize code execution, file retrieval, and web search during its reasoning process, a crucial aspect for modern Large Language Model (LLM) applications and agentic systems.

However, despite these advancements, the o3 and o4-mini models are facing criticism due to higher hallucination rates compared to older versions. These models tend to make up facts and present them as reality, a persistent issue that OpenAI is actively working to address. Internal tests show that o3 gives wrong answers 33% of the time when asked about people, nearly double the hallucination rate observed in past models. In one test, o3 claimed it ran code on a MacBook laptop outside of ChatGPT, illustrating how the model sometimes invents steps to appear smarter.

This increase in hallucinations raises concerns about the models' reliability for serious professional applications. For instance, lawyers could receive fake details in legal documents, doctors might get incorrect medical advice, and teachers could see wrong answers in student homework help. Although OpenAI considers hallucination repair a main operational goal, the exact cause and solution remain elusive. One proposed solution involves connecting the AI to the internet for fact-checking, similar to how GPT-4o achieves higher accuracy with web access. However, this approach raises privacy concerns related to sharing user questions with search engines.

Recommended read:
References :
  • bdtechtalks.com: OpenAI's new reasoning models, o3 and o4-mini, enhance problem-solving capabilities and tool use, making them more effective than their predecessors.
  • The Tech Basic: These models demonstrate stronger proficiency for mathematical solutions and programming work, as well as image interpretation capabilities.
  • Digital Information World: Every model is supposed to get better with time or hallucinate less than its predecessor.
  • Simon Willison's Weblog: I'm surprised to see a combined System Card for o3 and o4-mini in the same document - I'd expect to see these covered separately. The opening paragraph calls out the most interesting new ability of these models (see also ). Tool usage isn't new, but using tools in the chain of thought appears to result in some very significant improvements:
  • composio.dev: OpenAI o3 and o4-mini are out. They are two reasoning state-of-the-art models. They’re expensive, multimodal, and super efficient at tool use. Significantly,

@www.analyticsvidhya.com //
OpenAI recently unveiled its groundbreaking o3 and o4-mini AI models, representing a significant leap in visual problem-solving and tool-using artificial intelligence. These models can manipulate and reason with images, integrating them directly into their problem-solving process. This unlocks a new class of problem-solving that blends visual and textual reasoning, allowing the AI to not just see an image, but to "think with it." The models can also autonomously utilize various tools within ChatGPT, such as web search, code execution, file analysis, and image generation, all within a single task flow.

These models are designed to improve coding capabilities, and the GPT-4.1 series includes GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano. GPT-4.1 demonstrates enhanced performance and lower prices, achieving a 54.6% score on SWE-bench Verified, a significant 21.4 percentage point increase from GPT-4o. This is a big gain in practical software engineering capabilities. Most notably, GPT-4.1 offers up to one million tokens of input context, compared to GPT-4o's 128k tokens, making it suitable for processing large codebases and extensive documentation. GPT-4.1 mini and nano also offer performance boosts at reduced latency and cost.

The new models are available to ChatGPT Plus, Pro, and Team users, with Enterprise and education users gaining access soon. While reasoning alone isn't a silver bullet, it reliably improves model accuracy and problem-solving capabilities on challenging tasks. With Deep Research products and o3/o4-mini, AI-assisted search-based research is now effective.

Recommended read:
References :
  • bdtechtalks.com: What to know about o3 and o4-mini, OpenAI’s new reasoning models
  • TestingCatalog: OpenAI’s o3 and o4‑mini bring smarter tools and faster reasoning to ChatGPT
  • thezvi.wordpress.com: OpenAI has finally introduced us to the full o3 along with o4-mini. These models feel incredibly smart.
  • venturebeat.com: OpenAI launches groundbreaking o3 and o4-mini AI models that can manipulate and reason with images, representing a major advance in visual problem-solving and tool-using artificial intelligence.
  • www.techrepublic.com: OpenAI’s o3 and o4-mini models are available now to ChatGPT Plus, Pro, and Team users. Enterprise and education users will get access next week.
  • the-decoder.com: OpenAI's o3 achieves near-perfect performance on long context benchmark
  • the-decoder.com: Safety assessments show that OpenAI's o3 is probably the company's riskiest AI model to date
  • www.unite.ai: Inside OpenAI’s o3 and o4‑mini: Unlocking New Possibilities Through Multimodal Reasoning and Integrated Toolsets
  • thezvi.wordpress.com: Discusses the release of OpenAI's o3 and o4-mini reasoning models and their enhanced capabilities.
  • Simon Willison's Weblog: OpenAI o3 and o4-mini System Card
  • Interconnects: OpenAI's o3: Over-optimization is back and weirder than ever. Tools, true rewards, and a new direction for language models.
  • techstrong.ai: Nobody’s Perfect: OpenAI o3, o4 Reasoning Models Have Some Kinks
  • bsky.app: It's been a couple of years since GPT-4 powered Bing, but with the various Deep Research products and now o3/o4-mini I'm ready to say that AI assisted search-based research actually works now
  • www.analyticsvidhya.com: o3 vs o4-mini vs Gemini 2.5 pro: The Ultimate Reasoning Battle
  • pub.towardsai.net: TAI#149: OpenAI’s Agentic o3; New Open Weights Inference Optimized Models (DeepMind Gemma, Nvidia Nemotron-H) Also, Grok-3 Mini Shakes Up Cost Efficiency, Codex, Cohere Embed 4, PerceptionLM & more.
  • Last Week in AI: Last Week in AI #307 - GPT 4.1, o3, o4-mini, Gemini 2.5 Flash, Veo 2
  • composio.dev: OpenAI o3 vs. Gemini 2. 5 Pro vs. o4-mini
  • Towards AI: Details about Open AI's Agentic O3 models

@www.analyticsvidhya.com //
OpenAI has recently launched its o3 and o4-mini models, marking a shift towards AI agents with enhanced tool-use capabilities. These models are specifically designed to excel in areas such as web search, code interpretation, and memory utilization, leveraging reinforcement learning to optimize their performance. The focus is on creating AI that can intelligently use tools in a loop, behaving more like a streamlined and rapid-response system for complex tasks. The development underscores a growing industry trend of major AI labs delivering inference-optimized models ready for immediate deployment.

The o3 model stands out for its ability to provide quick answers, often within 30 seconds to three minutes, a significant improvement over the longer response times of previous models. This speed is coupled with integrated tool use, making it suitable for real-world applications requiring quick, actionable insights. Another key advantage of o3 is its capability to manipulate image inputs using code, allowing it to identify key features by cropping and zooming, which has been demonstrated in tasks such as the "GeoGuessr" game.

While o3 demonstrates strengths across various benchmarks, tests have also shown variances in performance compared to other models like Gemini 2.5 and even its smaller counterpart, o4-mini. While o3 leads on most benchmarks and set a new state-of-the-art with 79.60% on the Aider polyglot coding benchmark, the costs are much higher. However, when used as a planner and GPT-4.1, the pair scored a new SOTA with 83% at 65% of the cost, though still expensive. One analysis notes the importance of context awareness when iterating on code, which Gemini 2.5 seems to handle better than o3 and o4-mini. Overall, the models represent OpenAI's continued push towards more efficient and agentic AI systems.

Recommended read:
References :
  • bdtechtalks.com: OpenAI's new reasoning models, o3 and o4-mini, enhance problem-solving capabilities and tool use, making them more effective than their predecessors.
  • Data Phoenix: OpenAI has launched o3 and o4-mini, which combine sophisticated reasoning capabilities with comprehensive tool integration.
  • THE DECODER: OpenAI's new language model o3 shows concrete signs of deception, manipulation and sabotage behavior for the first time.
  • thezvi.wordpress.com: OpenAI has finally introduced us to the full o3 along with o4-mini.
  • Simon Willison's Weblog: I'm surprised to see a combined System Card for o3 and o4-mini in the same document - I'd expect to see these covered separately. The opening paragraph calls out the most interesting new ability of these models (see also
  • techstrong.ai: Nobody’s Perfect: OpenAI o3, o4 Reasoning Models Have Some Kinks
  • Analytics Vidhya: OpenAI's o3 and o4-mini models have advanced reasoning capabilities. They have demonstrated success in problem-solving tasks in various areas, from mathematics to coding, with results showing potential advantages in efficiency and capabilities compared to prior generations.
  • pub.towardsai.net: Louie Peters analyzes OpenAI's o3, DeepMind's Gemma, and Nvidia's Nemotron-H, focusing on inference-optimized open-weight models.
  • Towards AI: Towards AI Editorial Team on OpenAI's o3 and o4-mini models, emphasizing tool use and agentic capabilities.
  • composio.dev: OpenAI o3 vs. Gemini 2.5 Pro vs. o4-mini

Chris McKay@Maginative //
OpenAI has released its latest AI models, o3 and o4-mini, designed to enhance reasoning and tool use within ChatGPT. These models aim to provide users with smarter and faster AI experiences by leveraging web search, Python programming, visual analysis, and image generation. The models are designed to solve complex problems and perform tasks more efficiently, positioning OpenAI competitively in the rapidly evolving AI landscape. Greg Brockman from OpenAI noted the models "feel incredibly smart" and have the potential to positively impact daily life and solve challenging problems.

The o3 model stands out due to its ability to use tools independently, which enables more practical applications. The model determines when and how to utilize tools such as web search, file analysis, and image generation, thus reducing the need for users to specify tool usage with each query. The o3 model sets new standards for reasoning, particularly in coding, mathematics, and visual perception, and has achieved state-of-the-art performance on several competition benchmarks. The model excels in programming, business, consulting, and creative ideation.

Usage limits for these models vary, with o3 at 50 queries per week, and o4-mini at 150 queries per day, and o4-mini-high at 50 queries per day for Plus users, alongside 10 Deep Research queries per month. The o3 model is available to ChatGPT Pro and Team subscribers, while the o4-mini models are used across ChatGPT Plus. OpenAI says o3 is also beneficial in generating and critically evaluating novel hypotheses, especially in biology, mathematics, and engineering contexts.

Recommended read:
References :
  • Simon Willison's Weblog: OpenAI are really emphasizing tool use with these: For the first time, our reasoning models can agentically use and combine every tool within ChatGPT—this includes searching the web, analyzing uploaded files and other data with Python, reasoning deeply about visual inputs, and even generating images. Critically, these models are trained to reason about when and how to use tools to produce detailed and thoughtful answers in the right output formats, typically in under a minute, to solve more complex problems.
  • the-decoder.com: OpenAI’s new o3 and o4-mini models reason with images and tools
  • venturebeat.com: OpenAI launches o3 and o4-mini, AI models that ‘think with images’ and use tools autonomously
  • www.analyticsvidhya.com: o3 and o4-mini: OpenAI’s Most Advanced Reasoning Models
  • www.tomsguide.com: OpenAI's o3 and o4-mini models
  • Maginative: OpenAI’s latest models—o3 and o4-mini—introduce agentic reasoning, full tool integration, and multimodal thinking, setting a new bar for AI performance in both speed and sophistication.
  • THE DECODER: OpenAI’s new o3 and o4-mini models reason with images and tools
  • Analytics Vidhya: o3 and o4-mini: OpenAI’s Most Advanced Reasoning Models
  • www.zdnet.com: These new models are the first to independently use all ChatGPT tools.
  • The Tech Basic: OpenAI recently released its new AI models, o3 and o4-mini, to the public. Smart tools employ pictures to address problems through pictures, including sketch interpretation and photo restoration.
  • thetechbasic.com: OpenAI’s new AI Can “See†and Solve Problems with Pictures
  • www.marktechpost.com: OpenAI Introduces o3 and o4-mini: Progressing Towards Agentic AI with Enhanced Multimodal Reasoning
  • MarkTechPost: OpenAI Introduces o3 and o4-mini: Progressing Towards Agentic AI with Enhanced Multimodal Reasoning
  • analyticsindiamag.com: Access to o3 and o4-mini is rolling out today for ChatGPT Plus, Pro, and Team users.
  • THE DECODER: OpenAI is expanding its o-series with two new language models featuring improved tool usage and strong performance on complex tasks.
  • gHacks Technology News: OpenAI released its latest models, o3 and o4-mini, to enhance the performance and speed of ChatGPT in reasoning tasks.
  • www.ghacks.net: OpenAI Launches o3 and o4-Mini models to improve ChatGPT's reasoning abilities
  • Data Phoenix: OpenAI releases new reasoning models o3 and o4-mini amid intense competition. OpenAI has launched o3 and o4-mini, which combine sophisticated reasoning capabilities with comprehensive tool integration.
  • Shelly Palmer: OpenAI Quietly Reshapes the Landscape with o3 and o4-mini. OpenAI just rolled out a major update to ChatGPT, quietly releasing three new models (o3, o4-mini, and o4-mini-high) that offer the most advanced reasoning capabilities the company has ever shipped.
  • THE DECODER: Safety assessments show that OpenAI's o3 is probably the company's riskiest AI model to date
  • shellypalmer.com: OpenAI Quietly Reshapes the Landscape with o3 and o4-mini
  • BleepingComputer: OpenAI details ChatGPT-o3, o4-mini, o4-mini-high usage limits
  • TestingCatalog: OpenAI’s o3 and o4‑mini bring smarter tools and faster reasoning to ChatGPT
  • simonwillison.net: Introducing OpenAI o3 and o4-mini
  • bdtechtalks.com: What to know about o3 and o4-mini, OpenAI’s new reasoning models
  • bdtechtalks.com: What to know about o3 and o4-mini, OpenAI’s new reasoning models
  • thezvi.wordpress.com: OpenAI has finally introduced us to the full o3 along with o4-mini. Greg Brockman (OpenAI): Just released o3 and o4-mini! These models feel incredibly smart. We’ve heard from top scientists that they produce useful novel ideas. Excited to see their …
  • thezvi.wordpress.com: OpenAI has upgraded its entire suite of models. By all reports, they are back in the game for more than images. GPT-4.1 and especially GPT-4.1-mini are their new API non-reasoning models.
  • felloai.com: OpenAI has just launched a brand-new series of GPT models—GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano—that promise major advances in coding, instruction following, and the ability to handle incredibly long contexts.
  • Interconnects: OpenAI's o3: Over-optimization is back and weirder than ever
  • www.ishir.com: OpenAI has released o3 and o4-mini, adding significant reasoning capabilities to its existing models. These advancements will likely transform the way users interact with AI-powered tools, making them more effective and versatile in tackling complex problems.
  • www.bigdatawire.com: OpenAI released the models o3 and o4-mini that offer advanced reasoning capabilities, integrated with tool use, like web searches and code execution.
  • Drew Breunig: OpenAI's o3 and o4-mini models offer enhanced reasoning capabilities in mathematical and coding tasks.
  • TestingCatalog: OpenAI’s o3 and o4-mini bring smarter tools and faster reasoning to ChatGPT
  • www.techradar.com: ChatGPT model matchup - I pitted OpenAI's o3, o4-mini, GPT-4o, and GPT-4.5 AI models against each other and the results surprised me
  • www.techrepublic.com: OpenAI’s o3 and o4-mini models are available now to ChatGPT Plus, Pro, and Team users. Enterprise and education users will get access next week.
  • Last Week in AI: OpenAI’s new GPT-4.1 AI models focus on coding, OpenAI launches a pair of AI reasoning models, o3 and o4-mini, Google’s newest Gemini AI model focuses on efficiency, and more!
  • techcrunch.com: OpenAI’s new reasoning AI models hallucinate more.
  • computational-intelligence.blogspot.com: OpenAI's new reasoning models, o3 and o4-mini, are a step up in certain capabilities compared to prior models, but their accuracy is being questioned due to increased instances of hallucinations.
  • www.unite.ai: unite.ai article discussing OpenAI's o3 and o4-mini new possibilities through multimodal reasoning and integrated toolsets.
  • Unite.AI: On April 16, 2025, OpenAI released upgraded versions of its advanced reasoning models.
  • Digital Information World: OpenAI’s Latest o3 and o4-mini AI Models Disappoint Due to More Hallucinations than Older Models
  • techcrunch.com: TechCrunch reports on OpenAI's GPT-4.1 models focusing on coding.
  • Analytics Vidhya: o3 vs o4-mini vs Gemini 2.5 pro: The Ultimate Reasoning Battle
  • THE DECODER: OpenAI's o3 achieves near-perfect performance on long context benchmark.
  • the-decoder.com: OpenAI's o3 achieves near-perfect performance on long context benchmark
  • www.analyticsvidhya.com: AI models keep getting smarter, but which one truly reasons under pressure? In this blog, we put o3, o4-mini, and Gemini 2.5 Pro through a series of intense challenges: physics puzzles, math problems, coding tasks, and real-world IQ tests.
  • Simon Willison's Weblog: This post explores the use of OpenAI's o3 and o4-mini models for conversational AI, highlighting their ability to use tools in their reasoning process. It also discusses the concept of
  • Simon Willison's Weblog: The benchmark score on OpenAI's internal PersonQA benchmark (as far as I can tell no further details of that evaluation have been shared) going from 0.16 for o1 to 0.33 for o3 is interesting, but I don't know if it it's interesting enough to produce dozens of headlines along the lines of "OpenAI's o3 and o4-mini hallucinate way higher than previous models"
  • techstrong.ai: Techstrong.ai reports OpenAI o3, o4 Reasoning Models Have Some Kinks.
  • www.marktechpost.com: OpenAI Releases a Practical Guide to Identifying and Scaling AI Use Cases in Enterprise Workflows
  • Towards AI: OpenAI's o3 and o4-mini models have demonstrated promising improvements in reasoning tasks, particularly their use of tools in complex thought processes and enhanced reasoning capabilities.
  • Analytics Vidhya: In this article, we explore how OpenAI's o3 reasoning model stands out in tasks demanding analytical thinking and multi-step problem solving, showcasing its capability in accessing and processing information through tools.
  • pub.towardsai.net: TAI#149: OpenAI’s Agentic o3; New Open Weights Inference Optimized Models (DeepMind Gemma, Nvidia…
  • composio.dev: OpenAI o3 vs. Gemini 2.5 Pro vs. o4-mini
  • Composio: OpenAI o3 and o4-mini are out. They are two reasoning state-of-the-art models. They’re expensive, multimodal, and super efficient at tool use.

Chris McKay@Maginative //
OpenAI has unveiled its latest advancements in AI technology with the launch of the GPT-4.1 family of models. This new suite includes GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano, all accessible via API, and represents a significant leap forward in coding capabilities, instruction following, and context processing. Notably, these models feature an expanded context window of up to 1 million tokens, enabling them to handle larger codebases and extensive documents. The GPT-4.1 family aims to cater to a wide range of developer needs by offering different performance and cost profiles, with the goal of creating more advanced and efficient AI applications.

These models demonstrate superior results on various benchmarks compared to their predecessors, GPT-4o and GPT-4o mini. Specifically, GPT-4.1 showcases a substantial improvement on the SWE-bench Verified coding test with a 54.6% increase, and a 38.3% increase on Scale’s MultiChallenge for instruction following. Each model is designed with a specific purpose in mind: GPT-4.1 excels in high-level cognitive tasks like software development and research, GPT-4.1 mini offers a balanced performance with reduced latency and cost, while GPT-4.1 nano provides the quickest and most affordable option for tasks such as classification. All three models have knowledge updated through June 2024.

The introduction of the GPT-4.1 family also brings about changes in OpenAI's existing model offerings. The GPT-4.5 Preview model in the API is set to be deprecated on July 14, 2025, due to GPT-4.1 offering comparable or better utility at a lower cost. In terms of pricing, GPT-4.1 is 26% less expensive than GPT-4o for median queries, along with increased prompt caching discounts. Early testers have already noted positive outcomes, with improvements in code review suggestions and data retrieval from large documents. OpenAI emphasizes that many underlying improvements are being integrated into the current GPT-4o version within ChatGPT.

Recommended read:
References :
  • TestingCatalog: OpenAI debuts GPT-4.1 family offering 1M token context window
  • venturebeat.com: OpenAI slashes prices for GPT-4.1, igniting AI price war among tech giants
  • Interconnects: OpenAI's latest models optimizing on intelligence per dollar.
  • THE DECODER: OpenAI launches GPT-4.1: New model family to improve agents, long contexts and coding
  • Simon Willison's Weblog: OpenAI three new models this morning: GPT-4.1, GPT-4.1 mini and GPT-4.1 nano. These are API-only models right now, not available through the ChatGPT interface (though you can try them out in OpenAI's ).
  • Analytics Vidhya: All About OpenAI’s Latest GPT 4.1 Family
  • pub.towardsai.net: TAI #148: New API Models from OpenAI (4.1) & xAI (grok-3); Exploring Deep Research’s Scaling Laws
  • Towards AI: The GPT-4.1 models, accessible via API, provide a significant advancement in AI capabilities and offer an intriguing alternative for developers looking for high performance at lower cost.
  • Towards AI: TAI #148: New API Models from OpenAI (4.1) & xAI (grok-3); Exploring Deep Research’s Scaling Laws
  • venturebeat.com: OpenAI’s new GPT-4.1 models can process a million tokens and solve coding problems better than ever
  • techstrong.ai: Just days after announcing its plans to retire GPT-4 in ChatGPT, OpenAI on Monday launched a new set of flagship models named GPT-4.1. The release, which The Verge anticipated in an article last week, included the standard version GPT-4.1 model, along with two smaller models — GPT-4.1 mini, and GPT-4.1 nano which OpenAI touts as […]
  • the-decoder.com: OpenAI launches GPT-4.1: New model family to improve agents, long contexts and coding
  • www.tomsguide.com: OpenAI's latest model is here but it isn't GPT-5, it's 4.1, a model all about coding
  • shellypalmer.com: Shelly Palmer discusses the launch of GPT-4.1 and its improved capabilities.
  • felloai.com: OpenAI Quietly Launched GPT‑4.1 – A GPT-4o Successor That’s Crushing Benchmarks
  • thezvi.wordpress.com: The Zvi discusses the mini upgrade from GPT-4.1.
  • bdtechtalks.com: GPT-4.1: OpenAI’s most confusing model
  • Fello AI: OpenAI Quietly Launched GPT‑4.1 – A GPT-4o Successor That’s Crushing Benchmarks
  • www.eweek.com: eWeek reports on the pros and cons of OpenAI's new GPT-4.1 model.
  • Last Week in AI: Last Week in AI discusses the new GPT 4.1 model release by OpenAI
  • Fello AI: OpenAI’s language models have become part of everyday life for millions of people—whether you’re using ChatGPT to get quick answers, brainstorm ideas, or even generate code. With each new version, the models get faster, smarter, and more capable.
  • thezvi.wordpress.com: Yesterday’s news alert, nevertheless: The verdict is in. GPT-4.1-Mini in particular is an excellent practical model, offering strong performance at a good price. The full GPT-4.1 is an upgrade to OpenAI’s more expensive API offerings, it is modestly better but …
  • composio.dev: GPT-4.1 vs. Deepseek v3 vs. Sonnet 3.7 vs. GPT-4.5
  • hackernoon.com: OpenAI announced GPT-4.1, featuring a staggering 1M-token context window and perfect needle-in-a-haystack accuracy.
  • Shelly Palmer: OpenAI has launched GPT-4.1, along with GPT-4.1 Mini and GPT-4.1 Nano. These models are for developers and will not show up in your ChatGPT model picker.
  • eWEEK: OpenAI is releasing new language models, GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano.

Chris McKay@Maginative //
OpenAI has launched a new series of GPT-4.1 models, including GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano. These API-only models are not accessible via the ChatGPT interface but offer significant improvements in coding, instruction following, and context handling. All three models support a massive 1 million token context window, and they have a May 31, 2024 cutoff date.

GPT-4.1 demonstrates enhanced performance in coding benchmarks, surpassing GPT-4o by 21.4% on industry benchmarks. The models are also more cost-effective, with GPT-4.1 being 26% cheaper than GPT-4o and offering better latency. The GPT-4.1 nano model is OpenAI's cheapest model yet, priced at $0.10 per million input tokens and $0.40 per million output tokens. As a result of GPT-4.1's improved performance, OpenAI will be deprecating GPT-4.5 Preview on July 14, 2025.

The GPT-4.1 series excels in several key areas, including coding capabilities and instruction following. The models have achieved impressive scores on benchmarks like SWE-bench Verified and Scale’s MultiChallenge, demonstrating real-world software engineering skills and enhanced adherence to requested formats. Several companies have reported significant improvements in their specialized applications, with GPT-4.1 scoring higher on internal coding benchmarks, providing better code review suggestions, and improving the extraction of granular financial data from complex documents.

Recommended read:
References :
  • Simon Willison's Weblog: Simon Willison reports on three new million token input models from OpenAI, including their cheapest model yet.
  • Maginative: OpenAI has rolled out GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano—faster, cheaper models with sharper coding, better instruction following, and support for 1 million-token context windows.
  • bsky.app: New release of my llm-openai plugin supporting today's three new GPT-4.1 models from OpenAI: llm install -U llm-openai-plugin llm -m openai/gpt-4.1 "Generate an SVG of a pelican riding a bicycle"
  • TestingCatalog: OpenAI debuts GPT-4.1 family offering 1M token context window
  • venturebeat.com: VentureBeat's report on the launch of GPT-4.1.
  • Interconnects: OpenAI's GPT-4.1 and separating the API from ChatGPT
  • the-decoder.com: OpenAI launches GPT-4.1: New model family to improve agents, long contexts and coding
  • THE DECODER: OpenAI launches GPT-4.1: New model family to improve agents, long contexts and coding
  • venturebeat.com: OpenAI’s new GPT-4.1 models can process a million tokens and solve coding problems better than ever
  • Analytics Vidhya: All About OpenAI’s Latest GPT 4.1 Family
  • pub.towardsai.net: TAI #148: New API Models from OpenAI (4.1) & xAI (grok-3); Exploring Deep Research’s Scaling Laws
  • Latent.Space: GPT 4.1: The New OpenAI Workhorse
  • www.tomsguide.com: OpenAI launches another model before GPT 5 — here’s what this one can do
  • techstrong.ai: Details the launch of a new set of flagship models named GPT-4.1 which included the standard version GPT-4.1 model, along with two smaller models.
  • Towards AI: Details the launch of GPT-4.1 models, emphasizing coding and instruction-following capabilities.
  • Towards AI: The GPT-4.1 model series release through Azure AI Foundry represents a major step forward in AI capabilities.
  • techstrong.ai: OpenAI Introduces GPT-4.1 with Improved Coding
  • www.analyticsvidhya.com: OpenAI's new models show improvement in multiple benchmarks, excelling in long-context processing (up to 1 million tokens).
  • thezvi.wordpress.com: GPT-4.1 Is a Mini Upgrade
  • felloai.com: OpenAI has just launched a brand-new series of GPT models—GPT‑4.1, GPT‑4.1 mini, and GPT‑4.1 nano—that promise major advances in coding, instruction following, and the ability to handle incredibly long contexts.
  • shellypalmer.com: While admitting that they "suck at naming their models," OpenAI has launched GPT-4.1, along with GPT-4.1 Mini and GPT-4.1 Nano.
  • thezvi.wordpress.com: GPT-4.1 Is a Mini Upgrade
  • www.analyticsvidhya.com: How to Build Agentic RAG Using GPT-4.1?
  • felloai.com: Ultimate Comparison of GPT-4.1 vs GPT-4o: Which One Should You Use?
  • www.eweek.com: OpenAI released GPT-4.1, the newest successor to its GPT-4o series of AI language models.
  • Fello AI: OpenAI has just launched a brand-new series of GPT models—GPT‑4.1, GPT‑4.1 mini, and GPT‑4.1 nano—that promise major advances in coding, instruction following, and the ability to handle incredibly long contexts.
  • Shelly Palmer: While admitting that they "suck at naming their models," OpenAI has launched GPT-4.1, along with GPT-4.1 Mini and GPT-4.1 Nano. These models are for developers and will not show up in your ChatGPT model picker.
  • eWEEK: OpenAI announced on Monday the release of GPT-4.1, the newest successor to its GPT-4o series of AI language models.
  • bdtechtalks.com: GPT-4.1: OpenAI’s most confusing model
  • composio.dev: GPT-4.1 vs. Deepseek v3 vs. Sonnet 3.7 vs. GPT-4.5
  • thezvi.wordpress.com: OpenAI has upgraded its entire suite of models. By all reports, they are back in the game for more than images. GPT-4.1 and especially GPT-4.1-mini are their new API non-reasoning models. All reports are that GPT-4.1-mini especially is very good.
  • thezvi.wordpress.com: Greg Brockman (OpenAI): Just released o3 and o4-mini! These models feel incredibly smart.
  • Last Week in AI: Analyzes OpenAI's new AI models, focusing on their enhanced coding capabilities and concerns about reduced resources for safety testing.
  • techcrunch.com: OpenAI's new GPT-4.1 AI models focus on coding, Google’s newest Gemini AI model focuses on efficiency, and more!
  • TheSequence: The Sequence Radar #526: The OpenAI Blitz: From GPT-4.1 to Windsurf