Home
>
Topics
>
OpenAI

Top 25 OpenAI articles on Substack

Latest OpenAI Articles


AI Global Scenario-Planning

AI for DC
11 LIKES ∙ 3 RESTACKS
The AI Architect's avatar
The AI Architect
This scenario analysis is super sharp. The four futures model is a useful framework, especially breaking it down by compute capacity and adoption rather than just looking at raw tech capabilities. That China's AI+ World scenario is probably the most likely near term path though, their playbook of winning on cost and customization in emerging markets has already worked in other sectors. One thing I'd add is that trust and regulatory fragmentation could become its own axis here, not just adoption metrics.


On AI Safety, Federal Laws + State Leadership

AI for DC
9 LIKES ∙ 4 RESTACKS
Neural Foundry's avatar
Neural Foundry
The reverse federalism concept is intresting. Using state liability frameworks as an incentive for companies to opt into federal testing seems like a pragmatic approach that could actualy work. Testing models before release through CAISI rather than imposing liabilties after harm occurs makes a lot more sense from a public saftey perspective.

CODE RED at OpenAI

Sam Altman hits the panic button as Google surges ahead
Sam Altman declared a CODE RED at OpenAI because they are falling behind the competition.
David Shapiro ∙ 22 LIKES
Moin's avatar
Moin
Thank you for sharing such a thoughtful and real distinction between Google and Open AI. I could not quite put my finger on why I prefer Gemini and you articulated that perfectly.

Finding Work With AI

AI for DC
17 LIKES ∙ 4 RESTACKS
Rainbow Roxy's avatar
Rainbow Roxy
Hey, great read as always, it's truly fasinating to see how AI is helping so many people with job searching, kinda like how I use it to discover new authors and expand my reading lists, just blows my mind how versatile it can be.
Mark S. Carroll ✅'s avatar
Mark S. Carroll ✅
The data here is genuinely exciting. Forty million people turning to ChatGPT for career support shows how quickly AI is becoming an equalizer, not a threat.
The age differences are fascinating, too. Older workers leveraging experience, younger workers building it. That’s exactly what a healthy transition looks like.
And the rise of “AI partner economy” roles feels like one of the biggest underreported shifts in the labor market. Oversight, orchestration, judgment; these are new paths, not dead ends.
Really appreciate this clear, grounded breakdown. Looking forward to seeing what OpenAI for Jobs unlocks next.

Joining OpenAI at 10

I thought I’d give you a peek into what I discovered here.
Today OpenAI turns 10. When I joined four months ago, I knew I was stepping into a special company with a lot of history, culture, and impact. One of the things I’ve always tried to do is find the magic in people and in teams, and shine a light on it, so I’ve spent a lot of time trying to understand what makes this place what it is. I thought I’d give y…
Fidji Simo ∙ 39 LIKES ∙ 5 RESTACKS
Vlad Melnic's avatar
Vlad Melnic
The confessions technique is eerily similar to people consciously engaging in self-forgiveness. And, as you no doubt know, people who do that consistently show improved performance in subsequent tasks.
Fabien Hameline's avatar
Fabien Hameline
The bottom-up research culture is what makes this different. Most companies plan the roadmap first, then build toward it. OpenAI builds the breakthrough first, then figures out what it unlocks. That’s why PMing there feels like “getting a new superpower every few months.” The challenge isn’t executing a plan; it’s deciding which breakthrough to productize when the research keeps leapfrogging the roadmap. That’s a fundamentally different operating system.

OpenAI and Anthropic's New Alliance

Plus, 🗣️ Using Gemini Pro 3 to prompt the best landing pages, Mistral Launches Devstral 2 and Its First Coding Agent
Hey There😎
The AI Architect's avatar
The AI Architect
Solid breakdwon of the AAIF. The parallels to Kubernetes are spot on because we saw how quickly container orchestration went from chaos to standardization once Linux Foundation stepped in. What makes this alliance partciularly smart is the timing, setting standrds now while enterprises are still figuring out their agent strategies means less technical debt later. The fact that MCP already runs across Claude, ChatGPT, and Copilot shows theres actual adoption momentum, not just theoretical alignment.

OpenAI Hits the Panic Button

Three years ago Google declared "code red" over ChatGPT. Now it's Sam's turn.
It’s never over ‘til it’s over – three years ago, Google declared “code red” when ChatGPT launched and ate their lunch. This week - how the tables have turned!
Jess Leão ∙ 7 LIKES ∙ 3 RESTACKS
Michael Spencer's avatar
Michael Spencer
This was a really good rundown!
The AI Architect's avatar
The AI Architect
That OpenRouter stat about reasoning models hitting 50% of inference is nuts when you think about it. A year ago we were basically at zero. The shift from "answer questions" to "actually work through problems" happened way faster than most people expected, and I think that's what's really freaking everyone out about the Gemini 3 vs GPT competition.

Is OpenAI really in trouble?

Don't listen to DeepSeek hypebros
The newsletter for the technically curious. Updates, tool reviews, and lay of the land from an exited founder turned investor and forever tinkerer.
42 LIKES ∙ 3 RESTACKS
Paul Gibbons's avatar
Paul Gibbons
Purely N of 1 data, but I accidentally started using gemini 3 while GPT was grinding out something. I haven't used GPT since. I find that for a researcher the quality was much greater. I dropped my $200 a month sub the next week. (Im a 10 hour a day user.) N of 1. Still.
Will G.'s avatar
Will G.
Love this!


OpenAI Has Something to Confess

How OpenAI is trying to make model reasoning visible, one confession at a time.
It’s the AI Freaky Friday. This week, Dario was on stage evangelizing his worldview, Anthropic did the SOTA touchdown dance, and OpenAI quietly published alignment research. Everyone seems to have swapped wardrobes, but the show goes on. And since OpenAI put a
Saanya Ojha ∙ 9 LIKES
Neural Foundry's avatar
Neural Foundry
Really strong framing on the shift from prevention to detection. The confession mechanism feels like OpenAI admitting that you can't prevent every failure mode, so instead you create visibility at the point where something goes wrogn. What's intresting is that this approach assumes the model can accurately reflect on its own reasoning without introducing new biases or blindspots in that meta-layer. If the confession channel itself becomes unreliable, you've just added complexity without gaining signal.
Joe Hsy's avatar
Joe Hsy
What are the mechanics of the confession? For the LLM actually know how to extract its own answer generation path or is it still prone to hallucinating that confession?


OpenAI Is Screwed

Google and Anthropic are Eating OpenAI's Lunch
For a brief moment, OpenAI looked like it had grabbed every winning lottery ticket in artificial intelligence. ChatGPT defined the category, GPT-4 powered the most talked-about coding assistants, and competitors were either licensing OpenAI’s models or racing to clone them. In that window, OpenAI effectively sat at the center of every profitable AI vert…
Neural Foundry ∙ 34 LIKES ∙ 8 RESTACKS
B.D.Sapphira.M.Tae.Jk.o's avatar
B.D.Sapphira.M.Tae.Jk.o
Yes it's very clear Thank you an easy read. The one I'm not too fond of is perplexity It seems very limited it's responses and actions....
You know, Cannot Name It's avatar
You know, Cannot Name It
I read this piece fully — one of the very few that didn’t require me to fight through fog. Clear, structured, and free of both hype and AI-religion.
Thank you.
From now on, when it comes to real analysis of the AI landscape — I’m coming to you.

Seven New Lawsuits Filed Against OpenAI

CHT’s Key Takeaways
Content Warning: Mentions of mental disturbances, self-harm, and suicide.
Center for Humane Technology, Lizzie Irwin, and 3 others ∙ 42 LIKES ∙ 16 RESTACKS
ToxSec's avatar
ToxSec
That is a ton of new lawsuits. I guess it’s a disruptive technology so it’s part of the nature.. but GRC needs to catch up and get back to protecting people preemptively over reactively.
DrMikeE (@unsilenting)'s avatar
DrMikeE (@unsilenting)
To begin, the families who lost loved ones noted in the suits have my sympathy, and they deserve ours. These were tragic reminders of the downside of technology when misused.
Additionally, the concepts discussed in the post are informative, and I don't disagree that LLMs (they are not really "AI", don't buy the BS) have rolled out for primarily corporations' benefit (but, their job is to make money, no?), AND I agree that oversight likely is necessary, especially when Altman et al. fail to fulfil on the promises--perhaps maybe do NOT give them so much money next time they tout the next big 'improvement'?
However, much of the discourse around "AI" and electronic devices generally is grounded in an assumption too common in popular discourse lately. We seemingly forget that tools are things used for whatever humans wish to use them; and every electronic tool I know has an off switch. Like the light switch in my bedroom, when the light prevents me from sleeping, "off" the light (as my ESL friends say). If you don't like the tool, switch it off; or, don't use a tool that doesn't help. It seems that the narrative around AI has become alarmingly apocalyptic, as if electronic devices are 'forces' beyond our control—it’s not just code, it's ARTIFICIAL INTELLIGENCE (oh my!).
But, remember, "AI" and their associated electronic devices are only tools used, or not, by individuals. If the collective effects of individual tool use overwhelm our politics, businesses, communities, and families, then perhaps we have failed to become adults in a world that demands 'adulting' (gawd, what a nutty word—can adults ever be unadult?).
Welcome to 'representative' democracy. Can we handle it? It remains an open question.


OpenAI Acquires Statsig + Seattle AI Panic Explodes

OpenAI grabs top experimentation platform, Seattle engineers revolt against forced AI tools, plus 5 hot local startups & major cybersecurity event this week.
Your no-BS newsletter cutting through the crap.
The AI Architect's avatar
The AI Architect
Nice coverage of the Seattle tech scene shift. The "AI panic" descriptiom really captures how top-down mandates can backfire when adoption metrics become layoff justifications. Culture matters way more than most execs realize - optimism beats fear-driven deployment every time. The caste system mention is particularly telling about how tooling mandates created resentmnet instead of productivity gains.


AI Giants Pt. 3: OpenAI Sees Red

OpenAI’s dominant position in AI faces its most serious challenge yet. On December 1, 2025, CEO Sam Altman issued an internal “code red” memo directing all resources toward improving ChatGPT amid intensifying pressure from Google’s Gemini 3 and Anthropic’s Claude. The declaration marks a dramatic reversal from December 2022, when Google issued its own c…
Frontier Foundry ∙ 22 LIKES ∙ 3 RESTACKS

Agentic e-commerce is a HUGE deal

Plus, it might save OpenAI
Each month, this newsletter is read by over 45K+ operators, investors, and tech / product leaders and executives. For more independent analysis, market commentary, and access to me, consider upgrading to support the publication. d
John Hwang ∙ 8 LIKES ∙ 1 RESTACKS

OpenAI PM Interview: How Would You Improve ChatGPT?

Welcome to the 15th edition of PM Interview Prep Weekly! I’m Ajitesh, and today we’re tackling one of the most commonly asked questions in OpenAI PM interviews - one that seems simple but has layers.
I’ve been receiving requests to cover more OpenAI PM interview questions, which gives a glimpse into the kinds of questions that are popular in AI PM roles today.
Ajitesh ∙ 1 LIKES
Neural Foundry's avatar
Neural Foundry
Superb walkthrough of navigating that deceptively complex question. Your choice to prioritize Canvas Pro for Enterprise over the Code Studio is smart because it sidesteps direct competition with Microsoft while leveraging existing enterprise distribution. The insight that developers have proven willingness to pay through Cursor and Copilot adoptoin is crucial becuase it validates market demand rather than assuming it

OpenAI vs. Google: The Battle for AI Dominance

Sam Altman’s internal memo acknowledging “temporary economic headwinds” from Google ‘s resurgence marks a critical point in the AI race. What was once OpenAI’s comfortable lead has narrowed dramatically, exposing fundamental asymmetries between a well-funded startup burning billions and a tech giant with seemingly unlimited resources.
Hey Maria ∙ 1 LIKES ∙ 1 RESTACKS


The AI J-curve is cost, not value.

OpenAI is WebVan, not Instacart.
When I heard that OpenAI was being valued at $500B, I thought, “Ok, this is the bubble.” How can they make enough profit to justify that valuation? In fact, as the AI race is being carried out today, the AI products cannot be sold for more than they cost. This is because of
Will Alaynick, PhD ∙ 1 LIKES