Jacob (@eaglescode) profile picture

Hey there ッ

Moon
Joined September 2021
Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)Photo by Jacob (@eaglescode)
(1/7)📢 New paper! Speech AI is getting better at hearing and speaking many languages. But what if the input mixes two languages, or is in one the model never learned? It guesses one language it knows and imposes that language's sounds on everything. We find why, and fix it 🧵
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We also worked with academics at ETH Zurich, Tel Aviv University, and the University of Haifa to build CryptanalysisBench, a benchmark for studying LLMs’ cryptanalysis abilities. arxiv.org/abs/2607.18538
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Kimi K3 (open weights, coming soon)
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Kimi K3 open weights drop today. For 11 days the best open source model in the world has been stuck behind one provider. Good enough to beat Fable 5 in design. Too slow to actually build with. That ends today. 2.8 trillion parameters, free on Hugging Face. Every fast inference provider gets a copy. The moment someone serves K3 at real speed, it becomes the best value in vibe coding. I will be benchmarking every K3 endpoint that goes live this week.
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For my first post, I’m sharing a letter @NVIDIA signed on why open models matter. AI will transform every industry, power every company, and be built by every country. Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty. The world needs both frontier closed models and frontier open models. images.nvidia.com/pdf/Open-W…
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Did Claude Code find a new SOTA lossless image compression algorithm? That bold claim raised a lot of eyebrows and was received with a healthy amount of scepticism. For this reason, I am making the preliminary binaries available for independent tests (Linux). Link below 👇
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Jacob retweeted
Kimi K2.5 is in now available in zen it's definitely worth trying been using it as my default this morning and it's working great 2026 is going to be crazy for OSS coding models
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Jacob retweeted
Realizing Gilfoyle had access to claude code all along
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Jacob retweeted
I vibe coded an interactive particle playground with opus 4.5 You can literally control particles using your hands 🤯 (three.js + mediapipe) Try it yourself
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claude --dangerously-skip-permissions
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🔉 Introducing SAM Audio, the first unified model that isolates any sound from complex audio mixtures using text, visual, or span prompts. We’re sharing SAM Audio with the community, along with a perception encoder model, benchmarks and research papers, to empower others to explore new forms of expression and build applications that were previously out of reach. 🔗 Learn more: go.meta.me/568e5d
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Jensen Huang on Elon Musk: "I was lucky because I had known Elon Musk, and I helped him build the first computer for Model 3, the Model S, and when he wanted to start working on autonomous vehicle. I helped him build the computer that went into the the Model S AV system, his full self driving system. We were basically the FSD computer version 1, and so we were already working together. And when I announced DGX-1, nobody in the world wanted it. I had no purchase orders, not one. Nobody wanted to buy it. Nobody wanted to be part of it. Except for Elon. He goes 'You know what, I have a company that could really use this.' I said, wow, my first customer. And he goes, it's an AI company, and it's a nonprofit and and we could really use one of these supercomputers. I boxed one up, I drove it up to San Francisco, and I delivered to the Elon in 2016."
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Introducing Shortcut v0.5 The Superhuman Excel Agent It finishes an institutional-grade, 13-tab FP&A model correctly in minutes - 10x faster than humans It won't solve ALL spreadsheet work (yet) but it turns beginners into pros and pros into masters of the craft Try for free
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Opus 4.5 is a step-function improvement for Spreadsheet work. Extremely hard became doable, doable tasks became easy, and easy tasks are now solved. Partial/redacted internal eval below on some of the hardest and in-distribution spreadsheet tasks. Now live on @tryshortcutai
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Introducing @tryshortcutai for Google Sheets! Shortcut is the best Spreadsheet agent in the world, and is now available to everyone to try for free on our site, Excel add-in, and G-Sheets. Here's how I use it. A big moment is coming for the two billion spreadsheet workers.
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Great to see we are the first verified SOTA on Spreadsheet Bench! Confirms what we have known for months: Shortcut is the best Spreadsheet/Excel AI agent in the world
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If you've launched a product you know how time consuming it is to get meaningful insights on retention / cohort analysis. Founders / operators can just prompt their data dumps on @tryshortcutai and get any analysis they want
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good news for my finance bros. you don't need to bring your laptops to dinner anymore. @tryshortcutai will build or edit any excel file right on your phone if you get hit with the emergency pls-fix.
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New updates to Shortcut 1) Agent accuracy is up 20%+ in last two weeks according to internal evals 2) Quick edits mode allows for easy multi-turn editing 3) Scaling well and errors are down ~75% Oh, and MAX users can use Shortcut as an Excel plug-in too :)
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