Imo this is along the lines of how talking to an LLM via text is like typing into a DOS Terminal and "GUI hasn't been invented yet" of some of my earlier posts. The GUI is an intelligent canvas.
LLMS
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Gemini Nano Banana Pro Solves Exam Questions from Image
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Gemini Nano Banana Pro can solve exam questions *in* the exam page image. With doodles, diagrams, all that. ChatGPT thinks these solutions are all correct except Se_2P_2 should be "diselenium diphosphide" and a spelling mistake (should be "thiocyanic acid" not "thoicyanic") :O
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Gemini 3 Progress Rivals GPT-4 Breakthrough Moment
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the Gemini 3 moment seems closer to GPT-4 than any other moment in recent times. So much progress released so suddenly that it's overwhelming. Especially NanoBanana's progress.
OpenAI around GPT-4 looked invulnerable , and Google looks invulnerable now with Gemini 3 (+TPUs -
GPT-5.1 Pro: Advanced AI Colleague with Enhanced Expertise
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GPT-5.1 Pro: “feels like a step toward models that think and communicate more like real colleagues, with better domain expertise, intuition, and judgment, along with increased empathy and communication skill”
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Google to Add NotebookLM Import to Gemini
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Google is working on a new option to import notebooks from NotebookLM directly into Gemini. Gemini ecosystem
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Using Claude and Gemini for AI-Assisted Development
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this stack is insane for vibe coding: > Claude for backend & planning.
> Gemini for frontend & execution. -

Fundamental Limits of LLMs at Scale: Mathematical Foundations
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10. Fundamental Limits of LLMs at Scale Establishes mathematical foundations for theoretical limitations constraining LLMs: hallucination, context compression, reasoning degradation, retrieval fragility, and multimodal misalignment.
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LAMP: Language-Augmented Multi-Agent Reinforcement Learning Pipeline
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9. LAMP: Language-Augmented Multi-Agent RL LAMP integrates natural language processing into multi-agent reinforcement learning through a three-stage pipeline.
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Testing and sharing effective prompt engineering strategies
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i know it's way more creative than me, i'm testing out different levels of prompts and sharing them with my audience. i share short and long prompts as well. sometimes long prompts perform better for a given use case, sometimes a short one will do.
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Comparison of AI tool capabilities and API usage costs
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it uses my API key, so I pay per token used. gemini app doesn't analyze videos the same way. I pay for gemini.