Their ongoing testing of models like Claude Opus 4 and 4.1 has helped us find vulnerabilities and build strong safeguards before deployment. Read more:
LLMS
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Essential Gemini Nano Banana Hacks Every User Should Know
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π Gemini Nano Banana hacks everyone should know pic.twitter.com/6FuGUDSPHB
— God of Prompt (@godofprompt) 12 septembre 2025Gemini Nano Banana hacks everyone should know
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VaultGemma: Open Model with Differential Privacy Scaling Laws
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VaultGemma is a release of an open model trained from scratch with differential privacy. The blog post below and the full tech report linked from the tech report have some nice analyses to present a scaling law for differentially private language models: Blog:
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Beginner-Friendly LLM Course: Foundations, Architectures, Training, Deployment
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Beginner-friendly LLM course exploring foundations, architectures, training, deployment, and current trends: https://
bit.ly/47iexAz v/
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Claude Opus Outperforms Sonnet for Complex Phone Assistant Tasks
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So it looks like Claude got there first: an actually smart phone assistant that can take complex requests that involve both common sense and complicated constraints. It is still beta feeling though & I found I needed to use the bigger Opus model as Sonnet was not smart enough.
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EchoX: Reducing Acoustic-Semantic Gap in Speech-to-Speech LLMs
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EchoX
— AK (@_akhaliq) 12 septembre 2025
Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs pic.twitter.com/iEkoPnJn13EchoX Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs
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Claude delivers functional model with dashboards faster than humans
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2/ Most humans or tools would take days – or weeks – to deliver all this. Claude delivered a fully functional model, professionally formatted, with interactive dashboards.
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Claude creates market analysis Excel model from single prompt
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1/ I gave Claude this single prompt: Create a complete market analysis Excel model for the [INSERT INDUSTRY] industry. Conduct deep research, step by step, to find authoratitative data on the requested analyses below. Build:
– TAM/SAM/SOM analysis 2024-2030
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Claude creates a complete market analysis Excel model in one prompt
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I just asked Claude to build a full market analysis Excel model.. and it nailed it. One prompt. Everything done. Pivot tables. Power Query. Monte Carlo simulations. Competitive landscapes. Here's the prompt :
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What is needed for agents training: smaller refined LLMs
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this is what is needed for agents training. the other LLMs are too big to be refined and work with. this is impressive.