Amir

Reverse engineering business processes is definitely THE biggest challenge in AI powered automation right now.

Based on the two examples, a quite decent binary classification

@AmirMushich LTX

Brands pay agencies $5,000+ for videos. Today, I'm giving you the entire agency for free. From pro showreel to marketing tools. Inside this thread, you will get free: → guide to creating a pro showreel in LTX-2 → My original, royalty-free music track (+ PDF license) → custom transitions pack → curated font-pairing guide → Media Kit template (Figma) to land clients. Everything you need to go from 0 to a paying client. Save the blueprint 🧵

The cheapest way for Boston Dynamics to train their robots to manage unexpected forces acting upon them is to let them walk down the stairs in Swiss Federal Railways @RailService coaches while entering the station.

In many ways very prophetic. Only that nowadays they don't cut, they generate. youtube.com/shorts/wJ7Hdtf…

@deepseek_ai erichartford.com/the-demonizati…

new mcp spec just dropped: 1. auth is fixed! at last! 2. elicitation now makes it possible for a server to ask an end-user for more info, enabling more agentic behaviors 3. structured tool outputs makes it easier to reason about tool responses 4. more security documentation

Check out this shiny new, fast and dynamic web renderer for 3D Gaussian Splats! The things one could do are just mind boggling! So proud of the @theworldlabs team that made this happen, and we are making this open source for everyone!

Watch Gemini 2.5 Pro implement a landmark Google DeepMind research paper. 🕹️ It codes the reinforcement learning algorithm, visualizes the training live and even debugs errors. ↓

OpenAI just released GPT-4.5 and says it is its biggest and best chat model yet trib.al/OU8hMCu

@nntaleb You mean: "How Europe will greet Heil"?

Was only 9 years early.

2025, captured in one gif

It would probably also work in elvish.

Im Sommer scheint d'Sonne, im Winter da schneit's In der Schweiz, in der Schweiz, in der Schweiz

After a few days with @RailService Swiss Federal Railways, the experience is far from the Swiss quality stereotype. Overcrowded trains, shortened compositions during peak hours, delays, and staff lacking friendliness.

#Weather satellite image or a piece of #art?

Are we able to agree on what we mean by "AGI". I've been using this definition from OpenAI which I thought was relatively standard and ok: openai.com/our-structure/ AGI: "a highly autonomous system that outperforms humans at most economically valuable work" For "most economically valuable work" I like to reference the index of all occupations from U.S. Bureau of Labor Statistics: bls.gov/ooh/a-z-index.… Two common caveats: 1) In practice most people currently deviate from the above definition to only mean digital work (a relatively major concession looking at the list). 2) The definition above only considers the *existence* of such a system not its full deployment across all of the industry. Some people say GPT-4 is already AGI, which per above definition would be clearly not true. LLMs are useful tools for most of these jobs but you clearly couldn't hire them to autonomously perform them in full and autonomously at human+ capability. Last note some people say the goalposts keep moving, which I mostly disagree with. I think the definition above makes sense, it has been stable, and has clearly not been reached.

Actually I was reading the book "A Poison Like No Other: How Microplastics Corrupted Our Planet and Our Bodies" just last week. I didn't realize the extent to which plastics have come to permeate and mess with our entire environment. It's not just about the polymer granules of the plastic, which is problematic by itself when during their breakdown they get small enough to make their way everywhere, including inside our organs, brains, etc. It's about the ~thousands of exotic chemicals that get mixed into the plastics to tune them: plasticizers (to make them more flexible/durable), stabilizers (to help them resist heat, light), flame retardants, colorants, fillers, antioxidants, UV stabilizers, antistatic agents, lubricants, biocides, etc etc. These chemicals leach from the plastics over time (by default, but especially when you e.g. when you microwave your food). The vast majority of these chemicals have never been evaluated for safety. There's many other fun facts in the book. We already knew "recycling" of plastic is basically fiction. It also turns out that e.g. when you see "biodegradable" on your plastic, that doesn't mean in normal natural conditions - they only degrade via specific processing plants that are equipped to degrade them. Toxic, indestructible, synthetic molecules are mixing through the organic environments and the food chain and quite likely poisoning the environment and us. It definitely feels like we've allowed the convenience of plastics to get way ahead of our understanding of their global effects and that there are some major unpriced externalities in the industry.