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deploying 10 computer prompts to monitor the war situation https://t.co/qzJlB3OHfW
deploying 10 computer prompts to monitor the war situation https://t.co/qzJlB3OHfW
GPT‑5.3‑Codex now available as a coding subagent on Perplexity Computer. https://t.co/7e7t8km7OB
People are already using Computer to solo-run their own D2C and consulting businesses. As the tech gets better, they'll be able to scale faster and do less work. The most valuable skills will be 1) agency and 2) ability to utilize AI to get more leverage. https://t.co/AOp1HVeeX8
Ok, this is insane...🤯 I've just built the most comprehensive RAG system (UX Knowledge base) for me to use in my projects with @perplexity_ai . > Instant, research-backed best practices (548 items) for design > 10X the output quality for Project Aristotle with a grounded knowledge layer: https://t.co/ko1oELOvaA > Ability to present design decisions to stakeholders with cited rationale and data. Data is the new oil. Already shared it with those who pre-purchased @AgenticUi in January as a token of appreciation for support.
Very rarely do I say this: Perplexity Computer is insane. I just automated ~80% of the work I normally do while promoting @OpenMercato . Research. Positioning angles. Competitive scans. Content drafts. Iterations. If you’re in marketing and you’re not experimenting with this kind of tooling, you’re playing last year’s game.
🚨 Global tensions rise sharply - how will the markets and oil move? There’s too many data points and news to stay in front of, so a friend used Perplexity Computer to track everything, from geo conflicts to Polymarket, stock, and even oil prices. It’s able to extract from news and stock APIs…incredible. Geopolitics connected with actionable market insight. AI agents are becoming serious investing tools and this feels like the future 👏
what will you get done today ? https://t.co/UBkqdtUxkF
The author, @Ada_Palmer, is a historian at the University of Chicago who write "hard social science fiction" -- a category that would be useful to expand. She also had some very early thoughtful takes on AI, including this interesting piece from 2023: https://t.co/NsGvzniDD7 https://t.co/9fsbw5lzoc
ethan never got a real answer to his question and it shows https://t.co/DT5OJc7kOW
ethan never got a real answer to his question and it shows https://t.co/DT5OJc7kOW
If you ever want to see a really interesting AI thinking trace, push it really hard on literature or poetry suggestions. Here is Claude 4.6 Opus working through poetry when I asked it to find something that captures the feeling of AI while avoiding its usual favorites (eg Rilke) https://t.co/B0phEv3qIN
95% of cancer drugs that work in mice fail in humans. We’ve spent 50 years testing drugs on the wrong species. It’s time to talk about this. 🧵 https://t.co/MKp9akwBQJ
I used to marvel at new tech and now I'm just over it. This encapsulates how I feel about any new app or tech device these days. https://t.co/LIB7tGn6cz
Trump (in 2011): “Our president will start a war with Iran because he has absolutely no ability to negotiate. He’s weak and he’s ineffective.” https://t.co/Y1sER7ENTO
Pretty crazy when you realize just how flagrant the scaremongering has been about data center water usage: https://t.co/U7rFRgKPko
@newrepublic @Prof_Sugon_Deez https://t.co/KTMPjgMkp1
@newrepublic @Prof_Sugon_Deez https://t.co/KTMPjgMkp1
JD Vance, October 2024: “Out interests, I think, very much, is a not going to war in Iran." “Kamala Harris kinda likes war…They seem to be sleepwalking us into a war with Iran." https://t.co/ptmhOuJJhW
This is the AI that will be taking our jobs https://t.co/nycRqJimm6
sneak peek of Anthropic's 2026 Super Bowl ad https://t.co/6v5ZFiHYgO
sneak peek of Anthropic's 2026 Super Bowl ad https://t.co/6v5ZFiHYgO
Video generation models are improving fast—real-time autoregressive models now deliver high quality at low latency, and they’re quickly being adopted for world models and robotics applications. So what’s the problem? They’re still too slow on consumer hardware. 🚀 What if we told you that we can get true real-time 16 FPS video generation on a single RTX 5090? (1.5-12x over FA 2/3/4 on 5090, H100, B200) Today we release MonarchRT 🦋, an efficient video attention that parameterizes attention maps as (tiled) Monarch matrices and delivers real E2E gains. 📄 Paper: https://t.co/d1AAMIseow 🌐 Website: https://t.co/41mqriKekx 🔗 GitHub: https://t.co/hp5iJttviA 🧵1/n
We identified an issue with the Mamba-2 🐍 initialization in HuggingFace and FlashLinearAttention repository (dt_bias being incorrectly initialized). This bug is related to 2 main issues: 1. init being incorrect (torch.ones) if Mamba-2 layers are used in isolation without the Mamba2ForCausalLM model class (this has been already fixed: https://t.co/oahfxjIsKb). 2. Skipping initialization due to meta device init for DTensors with FSDP-2 (https://t.co/hLC8nnQFc3 will fix this issue upon merging). The difference is substantial. Mamba-2 seems to be quite sensitive to the initialization. Check out our experiments at the 7B MoE scale: https://t.co/n8iuUICRux Special thanks to @kevinyli_, @bharatrunwal2, @HanGuo97, @tri_dao and @_albertgu 🙏 Also thanks to @SonglinYang4 for quickly helping in merging the PR.
