dr. Milad retweeted
درود به شرافتت آقای مرزبان
امیر قلعه نوعی و تیم ملا رو رسوا کرد در کمتر از ۴ دقیقه
dr. Milad retweeted
One of the worst heatwaves in European history is underway.
Peak high temperatures forecast this week:
France: 45°C / 113°F Monday-Tuesday
London: 39°C / 102°F
Amsterdam: 34°C / 93°F
Berlin: 38°C / 100°F
Paris: 41°C / 106°F
dr. Milad retweeted
We used RasterFlow to run Meta's SAM3 against 133 GB of NAIP satellite imagery. 312,000 building roof detections later, we asked: are these any good? Get the full breakdown: bit.ly/4wUNSnt
dr. Milad retweeted
Every LLM from any lab today traces back to this guy, who was the only person at OpenAI pushing for pretraining transformer language models.
He built GPT-1. After that did others see the potential.
He invented it, and almost none of the so called AI experts even know his name.
dr. Milad retweeted
OpenAI JUST released how people are using chatgpt
each bar in this chart is a billion-dollar wedge if you build the right verticalized, trust-rich AI startup:
1/ tutoring + teaching (10.2%) - people want on-demand teachers more than almost anything else. a personal ai tutor that explains things your way, remembers your progress, and nudges you daily.
2/ how-to advice (8.5%) - this is consumer SaaS for micro-niches: “how to fix my resume,” “how to meal prep,” “how to set up my Shopify store.” every “how-to” is a wedge into a vertical AI agent.
3/ personal writing + editing (18% combined) - 8% of traffic is people asking AI to write emails, 10.6% is editing or critiquing text. this is demand for AI copilots inside every workflow tool: sales, legal, HR, PR.
4/ health, fitness, beauty, self-care (5.7%) - validated consumer wedge. people already trust AI with their bodies. AI trainers, AI nutritionists, AI skin coaches — with a human layer for accountability.
note: btw if you like seeing ideas/trends like this, you'll like @ideabrowser (free/paid plans)
5/ purchasable products (2.1%)- tiny % but huge monetization. people literally asking AI what to buy. the Amazon affiliate model gets reborn here. whoever builds the “AI-powered shopping layer” owns the new SEO.
6/ translation (4.5%)still unsolved. what people want isn’t raw translation, it’s contextual translation: tone, culture, slang. AI that doesn’t just translate but localizes your intent.
7/ computer programming (4.2%) - we know this, but it’s worth underlining: devs want copilots. the non-obvious play is vertical code copilots... Shopify dev copilot, Unreal Engine copilot, etc.
TLDR;
every bar is a behavior that people are already paying for elsewhere. translate those behaviors into vertical ai agents and startups.
the data doesn't lie.
اگر یه مدلی بیاد مثل Sonnet-4 که بشه روی مکبوک اجرا کرد خیلی عالی میشه، ولی خوب we are not yet there
dr. Milad retweeted
Hi, I’m Professor Michael Pyrcz, also known as the GeostatsGuy. I make all of my educational content freely available online to support anyone with a passion for learning #DataScience, #DataAnalytics, #Geostatistics, #MachineLearning, & #DeepLearning.
Over the years, I’ve built out a comprehensive library of resources, including e-books, hands-on workflows, interactive dashboards, YouTube lectures, a Python package, etc. - all accessible and actionable!
Why do I do it? Because education changed my life, and this is my way of paying it forward.
Explore my full collection of free resources here:
👉 michaelpyrcz.com/my-resource….
dr. Milad retweeted
New analysis: The Future of Landsat (and Civilian Earth Observation)
NASA has issued a new RFI to explore whether the private sector can take on Landsat continuity from 2030, delivering science-grade data for open access with a radically smaller budget.
dr. Milad retweeted
A sign of an intelligent person is their ability to learn from anyone, even those they dislike.





















