Satya Mallick retweeted
"The world as a whole has never been richer, and it has never been more heavily in debt, living off borrowed money. The record shows that, for society, the richer we become, the harder it get to live within our means. Abundance is harder for us to handle than scarcity."
Satya Mallick retweeted
Some observations about the "total" automation of software engineering:
1. There are more software engineers now than in 2025, and demand is growing.
2. Software engineers have never worked harder than they do now.
3. They largely don't write code anymore, agents write ~100% of the code.
4. The bottom line of the companies that employs these engineers and agents (i.e. the terminal purpose of all this code) is typically not budging as a result of AI adoption.
This is why you have to think in terms of systems. Automating one aspect of a system creates its own friction and moves the bottlenecks elsewhere.
Satya Mallick retweeted
Some great use cases from Googlers building with Gemini 4 Argon 🧵
It has a much stronger grasp of coding and multi-step tool use - starting from a raw Pixel CAD file in Google Antigravity, Argon created this exploded-view animation, lighting, camera choreography, and audio through Blender MCP.
It ran 1,000 rounds of iterative loops to check its own renders and refine the code along the way.
Satya Mallick retweeted
The ideal outcome for science isn't a couple of labs using proprietary models and millions of dollars to crack trophy problems, it's to have millions of AI-aided human scientists who follow their curiosity and become way more ambitious
Satya Mallick retweeted
Introducing Indra, a 1M parameter OCR model:
- 49 pages/s on CPU, 11x faster than PaddleOCR and 17x Tesseract
- Beats them on OmniParseBench text (41.3 vs 35.8 and 19.3)
- Full layout and line bounding boxes
Satya Mallick retweeted
Replying to @pmddomingos
Same thing happened with Tesla FSD. The model ate more and more of the C++ code, until there was nothing left.
Satya Mallick retweeted
Terence Tao needs to be given a copy of Antifragile.
Birds take off, then some academic branch lectures birds how to fly & takes the credit for it.
Satya Mallick retweeted

Bindu Reddy@bindureddyOct 10
United States
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
Experimenting with Astra vs Opus 5.5 with some of our biggest customers
Generally they prefer Astra on hard core coding if the model is anonymous and the price is not revealed!
Astra wins 80% of the time and results in very strong engagement
Satya Mallick retweeted
We made a fair OCR benchmark. And we're not ranked first.
Introducing OmniParseBench - 16k tests across 90 languages with consistent, interpretable scoring.
Satya Mallick retweeted
Introducing EmbeddingGemma 2, a new open multimodal model that sets the standard for on-device efficiency.
- our first open, natively multimodal embedding model
- handles text, code, image, video, and audio tasks within a lightweight, modular 740M parameter form factor
- ideal for offline, privacy-first RAG when paired with Gemma 4
- outperforms some specialist models more than twice its size
Weights available now on Hugging Face.
GPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone.
Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions more visual, complex topics easier to grasp, and interactive tools for your task available on the spot.
Satya Mallick retweeted
My dream had always been to prove beautiful theorems as the AI agents unloaded my dishwasher. Well, it went the wrong way... 😂
Satya Mallick retweeted

Tibo@thsottiauxOct 5
United States
United StatesConnected via WebAccount-level information, not a live location or per-post device.
Day 1/
We have optimized the default speed to be ~50% faster across GPT-6 Astra and GPT-6.1 Sol through the subscription across all our products and partners using Sign in With ChatGPT (including OpenCode, Pi, Amp, Devin, ...).
No changes needed on your end and this should be felt within the next two hours.
Tibo@thsottiauxOct 4United States
United StatesConnected via WebAccount-level information, not a live location or per-post device.
Over the next 28 days, each day we’ll either ship one thing that is a clear improvement and relevant for most codex/work users or ship a full reset. Let the improvements begin.
Satya Mallick retweeted
It's crazy (and incredibly frustrating) that there's no way to move a Cloud Chat in ChatGPT to a Local project. People at OpenAI, please fix this! It's nuts.
Satya Mallick retweeted
Is GPT-6 Luna worse "vision" model than GPT-5.6 Luna?
Yep.
- extraction (high): ↓ 81.79% → 66.67%
- counting (high): ↓ 70.72% → 64.41%
- reasoning (high): ↓ 65.56% → 60.71%
- detection (high): ↑ 62.29% → 64.12%
link: playground.roboflow.com/shar…
↓ more examples
Satya Mallick retweeted
It's mind bending walking around the same place simultaneously in two timelines
Inside the frame it's winter, and outside the frame it's summer - until you step inside.
Recorded this footage in the winter and localized it against a massive 3d scan of the same ranch in the summer. You can follow the camera from the outside, then step into the moment I recorded.
We spend so much time looking at memories through 2d rectangles in our camera roll. It's a strange feeling to walk around one instead. Like navigating through space instead of scrolling through time.
The geospatial memory palace continues to come to life!
Have to say, Anthropic is an “interesting” company.
That are structured as a PBC
- public-benefit corporation in 2021
“That balancing act shields companies from shareholder lawsuits when they prioritize purpose over profit.”
Below from Barrons-
Filing to be a PBC in Delaware doesn’t come with tax benefits, mandatory donations, or strict enforcement mechanisms. PBCs do, however, have a fiduciary responsibility to balance shareholder value with their stated mission and the interests of close stakeholders, such as employees and customers. That balancing act shields companies from shareholder lawsuits when they prioritize purpose over profit.



















