One insight from working at @OpenAI in mid-October 2026: Our dots are going pretty wild... yesterday, the two met for the first time.
4 weeks ago, I told people that the way I work had completely changed when I started labeling/naming my threads in @ChatGPT Work to keep the overview.
After DevDay, it changed again. This time, the impact is even stronger. Dots are a complete game-changer for me, and I'm hearing this from my Enterprise customers as well.
To all ChatGPT Enterprise and Pro users who are already using dots: let me know how you like them and what your top use cases are. To all others: fingers crossed that you can experience their magic soon.
I wonder what's going to be the next big shift in a few weeks.
Keep on shipping @thsottiaux @steipete
A little weekend humour from @PeterJ_Walker. Apparently, @OpenAI is leading in model numbering too ๐๐
Beyond model numbering, letโs look at some of the actual reasons why customers choose @OpenAI models and harnesses to build with.
โ Consistently very strong model efficiency (cost per task): GPT models are often ๐ฆ๐ฎ๐ฅ๐ญ๐ข๐ฉ๐ฅ๐ ๐ญ๐ข๐ฆ๐๐ฌ more economical compared to other frontier models.
โ Benefits in speed: get more tasks done. This also helps you stay focused.
โ GPT-6 Astra provides a new level of intelligence, even beyond benchmarks. That said, I default to GPT-6.1 Sol for most of my tasks.
Okay, and I hear that customers really ๐๐ง๐ฃ๐จ๐ฒ working with @OpenAI.
And then I hear quotes from some of the most sophisticated entrepreneurs and engineering leaders: "Since we switched to Astra, we doubled the number of features we ship".
Thank you ๐ฉต
Building a 3D representation of your apartment? That's quite simple now. It takes 20-30 minutes with @OpenAI's GPT-6 Astra. All you need a video and a prompt as input. That's it.
P.S. You will also see the personalized piano, which I created. This has always been a dream. Now it doesn't just exist in my imagination but also inside Codex. And every time I think of it, I have an even clearer picture in my mind.
What new things have you created in the last few days since the release of Astra? I'm very curious to hear about other ideas and workflows.
Tilman Resch retweeted
Over the summer, we have been sprinting on safety priorities; it's more important than ever for capabilities and safeguards to advance together. We have more to do but have made a lot of progress. We are also going to be launching our next model soon.
There is an obvious tension here: on one hand, Astra is very good and we are excited to see what people will build with it. We are proud of our work.
On the other hand, we are clearly in a phase of development where we believe caution is warranted, and we are pacing our progress to ensure that we can meet the safety standards required by new capability levels.
Astra has been done training for a while now and is a significant step forward in both capabilities and alignment. For the models after that, we have been slowing things as needed to ensure that we can do sufficient work on safety and alignment.
AI is getting extremely capable; no one fully understands the consequences of this. Managing the transition to a world with abundant and powerful AI to optimize for safety and benefits to people should be one of the highest priorities in the world. It is our highest priority at OpenAI.
We have been living with the tension between being excited and anxious about progress for some time, and it is still discordant for us. We know it is much more discordant for other people. And yet, we believe strongly that the world needs to understand where AI is going and how models perform in the real world. More importantly, we believe the world will need aligned AI to manage the future phases of this transition.
An iterative loop where society and this technology evolve together is what will lead to the highest chance of getting this right.
So we hope you enjoy our new model, and we hope the world continues to take whatโs happening in AI extremely seriously.
Tilman Resch retweeted
codex is the best AI coding product and we want to make it easy to try.
for the next 30 days, we are giving companies that want to try switching over two months of free codex usage.
๐ฆ Build AI literacy this weekend: 3 ways to learn and stay curious!
1๏ธโฃ Build with OpenClaw! Itโs super simple to get started. Ask ChatGPT or Codex, and as @sama posted, you can use your ChatGPT subscription.
2๏ธโฃ Watch @Andrej Karpathyโs 30-minute lecture at Sequoia Capital, where he speaks about the next paradigm: AI becoming the runtime, interface, interpreter, worker, and reasoning layer for whole classes of products and services.
3๏ธโฃ Listen to @gdb's recent podcast episode, where he speaks about the history of OpenAI, key moments, leadership, the mission, and whatโs coming in AI over the next months.
#AI #OpenAI #OpenClaw #AgenticAI #AILiteracy
๐ค Made with AI
Tilman Resch retweeted
you can sign in to openclaw with your chatgpt account now and use your subscription there!
happy lobstering.
9 @OpenAI announcements worth paying attention to and why they matter
1๏ธโฃ Introducing GPT-5.4 mini and nano
OpenAI launched GPT-5.4 mini and nano as faster, cheaper small models optimized for coding, subagents, tool use, and multimodal tasks, with mini available in the API, Codex, and ChatGPT, and nano available in the API.
โค Powering production systems with agentic and coding workflows that depend on speed and cost.
2๏ธโฃ OpenAI acquires TBPN
OpenAI acquired the fast-growing tech media company and show. TBPN will keep editorial independence while joining OpenAIโs Strategy org.
โค OpenAI can make a bigger impact by reaching more builders, businesses, and the broader public around AI.
3๏ธโฃ Codex now offers pay-as-you-go pricing for teams
OpenAI introduced Codex-only seats for ChatGPT Business and Enterprise with token-based billing and no fixed seat fee.
โค Codex usage within Business and Enterprise has grown 6x since January, and we continue making it more accessible.
4๏ธโฃ OpenAI raises $122 billion to accelerate the next phase of AI
OpenAI closed a funding round with $122 billion in committed capital at an $852 billion post-money valuation.
โค With strongly evolving model capabilities: compute, consumer adoption, enterprise deployment, and developer usage become a reinforcing flywheel.
5๏ธโฃ Inside our approach to the Model Spec
OpenAI published a deeper explanation of the Model Spec as our public framework for how models should behave, including instruction-following, conflict resolution, user freedom, and safety.
โค For users, developers, and regulators, it gives a clearer basis for discussing what models should and should not do.
6๏ธโฃ Introducing the OpenAI Safety Bug Bounty program
OpenAI launched a public Safety Bug Bounty focused on AI abuse and safety risks, separate from the traditional security bug bounty.
โค Public mechanism to surface those issues should improve resilience and give researchers a clearer path to engage.
7๏ธโฃ Helping developers build safer AI experiences for teens
OpenAI released prompt-based teen safety policies designed to work with our open-weight safety model, gpt-oss-safeguard, with input from external groups.
โค OpenAI helps developers ship clearer, more standardized protections.
8๏ธโฃ Powering Product Discovery in ChatGPT
OpenAI is upgrading shopping and product discovery in ChatGPT with more visual product browsing and comparison, powered by the Agentic Commerce Protocol.
โค ACP is becoming infrastructure for AI-native commerce. This is relevant for search, retail, and affiliate ecosystems.
9๏ธโฃ Update on the OpenAI Foundation
The OpenAI Foundation is beginning to deploy resources following recapitalization, tying its work to AGI benefiting humanity and to areas like life sciences, jobs, economic impact, AI resilience, and community support.
โค The Foundation is one mechanism for channeling resources toward OpenAIโs mission to build AGI that benefits all of humanity.
#OpenAI #AI #Codex #AgenticAI #ProductUpdates
Tilman Resch retweeted
The Last Economy is number 1 on Amazon's Best Sellers for AI with a pretty good ratings โ๏ธ
No publisher or big campaign, also available for free on the website and paperback just dropped ๐
Thank you all for the support & the next part is nearly done..๐
Tilman Resch retweeted
I've never felt this much behind as a programmer. The profession is being dramatically refactored as the bits contributed by the programmer are increasingly sparse and between. I have a sense that I could be 10X more powerful if I just properly string together what has become available over the last ~year and a failure to claim the boost feels decidedly like skill issue. There's a new programmable layer of abstraction to master (in addition to the usual layers below) involving agents, subagents, their prompts, contexts, memory, modes, permissions, tools, plugins, skills, hooks, MCP, LSP, slash commands, workflows, IDE integrations, and a need to build an all-encompassing mental model for strengths and pitfalls of fundamentally stochastic, fallible, unintelligible and changing entities suddenly intermingled with what used to be good old fashioned engineering. Clearly some powerful alien tool was handed around except it comes with no manual and everyone has to figure out how to hold it and operate it, while the resulting magnitude 9 earthquake is rocking the profession. Roll up your sleeves to not fall behind.
Tilman Resch retweeted
Introducing VEED Fabric 1.0
The worldโs first-ever AI talking video model.
โ 1-minute-long videos
โ 60x cheaper
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๐จ Giving away unlimited FREE credits for the next 24 hours.
(until they run out).
Want access?
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The rule was simple: one task at a time. Then AI changed it.
Here's where it gets interesting.
As I've been using AI heavily for building, generating content, ideation, and strategizing, I noticed something. I started using more and more AI tools and agents simultaneously. Quickly extending to two screens, then three screens at once.
And I discovered a new way of multitasking. Having these different agents open and visually separated, switching between them intuitively. Sometimes it brings me into this very special flow where I feel so enhanced. It's like conducting a concert, being the dirigent of this orchestra of AI agents, collaborating with them.
It's not only rational and conscious. It goes deeper. It unleashes resources inside of me that become possible through this dance.
With AI, we need to think twice about concepts that are part of our map of the world. Yes, focus is important. But it's also beautiful to have an orchestra of different flowers in a bouquet playing together. If we focus on them one at a time, holding together the bigger picture in our mind, then they can continue to evolve and bloom, creating something amazing together. Something predictable, making a vision become reality; sometimes someting unexpected.
Being open, curious, and maybe a little nerdy to invest time into this pays off.
My conviction: AI is here not to make us less human. It's here to enhance us, to make us more human, after all.
What's your experience with AI and multitasking? Have you discovered new workflows that challenge conventional wisdom?
hashtag#AIProductivity hashtag#FutureOfWork hashtag#AICollaboration hashtag#AIMindset hashtag#HumanAIPartnership
Check out my latest article: Why Your Biggest Critics Are Fighting Their Own Battles linkedin.com/pulse/why-your-โฆ via @LinkedIn
What if AI advances so fast that your product becomes obsolete overnight?
Barcelona to Munich. No internet.
I started to reflect. At first, I worried.
What if AI moves so fast that the app Iโm building becomes irrelevant overnight?
But as I thought deeper, I realized something:
โ Technology will always accelerate.
โ What matters is whether I deeply understand my users.
If I do that, I wonโt just keep up, Iโll stay ahead of the curve.
But more importantly, Iโll be able to synergize with others who are doing the same.
Together we can create amazing things.
โข Sometimes my product will lead.
โข Sometimes someone elseโs product will.
โข Either way, co-creating keeps us aligned on the mission.
โข And that alignment makes progress possible.
โข There are many paths to reach it.
Reflections like these became the foundation of my Masterclass โ3 Capabilities and 9 Mindsets to Thrive in the AI Era.โ
Because I want others to begin those reflections, go deeper, and have similar realizations too.
๐ When AI does more, which human mindset becomes most valuable?
Btw, if you havenโt checked it out yet, LuminaOS is still in beta, but you can already get access. Or check out the Masterclass Iโm mentioning.
Comment if you'd like to get access.
hashtag#AI hashtag#Leadership hashtag#Mindset hashtag#Differentiation hashtag#ProductManagement
Check out my latest article: 7 Big AI Ideas That Will Transform How We Work in 2025 linkedin.com/pulse/7-big-ai-โฆ via @LinkedIn
What's your reason for getting up in the morning?
Use our free custom GPT to find the answer. Our Ikigai tool helps you align your passion and profession in one powerful 20-30 minute session. Itโs free, fast, and clarifying.
Discover your purpose today ๐
chatgpt.com/g/g-687f1602ec6cโฆ
Read more on my website bright-minds.io/blog/ikigai-โฆ
Anchoring our thinking and systems to design an agent-driven future๐ค
Even if we're not all the way there yet, think of the infrastructure and tech stack that's going to be needed to get the most out of agents.
To get into this "Agentic AI way" of designing and thinking myself, I started matching the agents that I'm personally building to frameworks; like this one, which was featured in yesterday's episode of the AI Daily Brief podcast.
Consider these 7 ๐ญ๐ฒ๐ฉ๐๐ฌ ๐จ๐ ๐๐ ๐๐ ๐๐ง๐ญ๐ฌ based on a categorization by DigitalOcean.
๐ ๐๐ข๐ฆ๐ฉ๐ฅ๐ ๐๐๐๐ฅ๐๐ฑ ๐๐ ๐๐ง๐ญ๐ฌ make decisions based solely on their current sensory input, responding immediately to environmental stimuli without needing memory or learning processes. Perfect for: Safety systems, fraud detection, automated responses Think: Emergency shutoffs, basic email filters, security alerts
๐ง ๐๐จ๐๐๐ฅ-๐๐๐ฌ๐๐ ๐๐๐๐ฅ๐๐ฑ ๐๐ ๐๐ง๐ญ๐ฌ are a more advanced form of intelligent agents designed to operate in partially observable environments, maintaining their own model of the world. Perfect for: Quality control, network monitoring, smart buildings Think: Manufacturing anomaly detection, IT system monitoring
๐ฏ ๐๐จ๐๐ฅ-๐๐๐ฌ๐๐ ๐๐ ๐๐ง๐ญ๐ฌ designed to pursue specific objectives by considering the future consequences of their actions. Perfect for: Project management, inventory optimization, logistics Think: Automated scheduling, supply chain planning, resource allocation
๐ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐ ๐๐ง๐ญ๐ฌ A learning agent is an artificial intelligence system capable of improving its behavior over time by interacting with its environment and learning from its experiences. Perfect for: Personalization, process optimization, customer service Think: Recommendation engines, chatbots that improve over time
โ๏ธ ๐๐ญ๐ข๐ฅ๐ข๐ญ๐ฒ-๐๐๐ฌ๐๐ ๐๐ ๐๐ง๐ญ๐ฌ makes decisions by evaluating the potential outcomes of its actions and choosing the one that maximizes overall utility. Perfect for: Trading, resource balancing, multi-objective optimization Think: Financial algorithms, energy management, scheduling conflicts
๐๏ธ ๐๐ข๐๐ซ๐๐ซ๐๐ก๐ข๐๐๐ฅ ๐๐ ๐๐ง๐ญ๐ฌ structured in a tiered system, where higher-level agents manage and direct the actions of lower-level agents. Perfect for: Complex manufacturing, multi-stage processes, enterprise systems Think: Smart factories, building automation, coordinated workflows
๐ค ๐๐ฎ๐ฅ๐ญ๐ข-๐๐ ๐๐ง๐ญ ๐๐ฒ๐ฌ๐ญ๐๐ฆ๐ฌ involves multiple autonomous agents interacting within a shared environment, working independently or cooperatively to achieve individual or collective goals. Perfect for: Distributed operations, competitive environments, research Think: Warehouse coordination, traffic optimization, collaborative analysis
Interested in checking out my favorite tutorials? Write '๐๐ ๐๐ง๐ญ๐ข๐' in the comments.
#AIAgents #AgenticAI #Automation #DigitalTransformation #AI #MachineLearning #BusinessInnovation
















