Red Stapler

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Red Stapler

Red Stapler

@redStapler_twit

Local AI, LLM, Coding. Sharing insights and dev tips on my YouTube channel. New videos every week 🎈

Katılım Nisan 2016
156 Takip Edilen805 Takipçiler
Red Stapler
Red Stapler@redStapler_twit·
@claudeai Is this benchmark a normal or nerfed version? 😂
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Claude
Claude@claudeai·
Introducing Claude Opus 4.7, our most capable Opus model yet. It handles long-running tasks with more rigor, follows instructions more precisely, and verifies its own outputs before reporting back. You can hand off your hardest work with less supervision.
Claude tweet media
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Red Stapler
Red Stapler@redStapler_twit·
Here is my DIY eGPU setup when running local LLM -Small footprint -Clean cable management -500W PSU -Oculink PCIe X4 speed -less than 3% performance loss -Cheap ($87 total/ $38 without PSU) New video is released👇
Red Stapler tweet media
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Red Stapler
Red Stapler@redStapler_twit·
Qwen 3.5 27B is quite good at coding, but it can’t even recognize its own existence 🤣
Red Stapler tweet media
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Red Stapler
Red Stapler@redStapler_twit·
If Claude Mythos is so good at finding bug as they claim, then every product that Anthropic going to release from now on should not have any bug right? .... right? 🤣
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Red Stapler
Red Stapler@redStapler_twit·
Claude Opus 4.6 is allegedly 2T model Claude Mythos is 10T model That's 5x the size 🔥🔥 (BTW, Grok 5 is also a 10T model)
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The Linux Foundation
The Linux Foundation@linuxfoundation·
The Linux Foundation is proud to partner with Anthropic to reduce the security burden on open source software maintainers. Together, we are putting powerful AI cybersecurity capabilities directly into the hands of those who secure the infrastructure the world runs on.
Anthropic@AnthropicAI

Introducing Project Glasswing: an urgent initiative to help secure the world’s most critical software. It’s powered by our newest frontier model, Claude Mythos Preview, which can find software vulnerabilities better than all but the most skilled humans. anthropic.com/glasswing

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Red Stapler
Red Stapler@redStapler_twit·
2026 is moving insanely fast for AI! Fom open-weight you can run locally like Gemma 4 or Qwen 3.5 to upcoming proprietary flagships like Grok 5, Meta Avocado, OpenAI's GPT-6 and more. Here is the list of everything you need to know about the current AI landscape. 👇
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Microsoft Learn
Microsoft Learn@MicrosoftLearn·
A simple way to think about AI agents: LLM = reasoning Tools = actions Memory = context Agents combine all three.
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Red Stapler
Red Stapler@redStapler_twit·
@joeblow87423561 @NetworkChuck Yeah, to put in a picture. same prompt for demo website for Qwen 3 80B in CC took around 1.5 hours and the model locked in failed tool calling loop. Aider took around 15 mins and it worked great. (Partial RAM offload due to limited VRAM)
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NetworkChuck
NetworkChuck@NetworkChuck·
Open source models are the way. I'm so excited about local AI.
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Red Stapler
Red Stapler@redStapler_twit·
@joeblow87423561 @NetworkChuck Never use Claude code for small model. The embeded system prompt/guardrail alone is about 20K tokens added before your prompt. Same as you, they are unusable for me with CC. but you'll see night and day difference with lightweight agent such as Aider or Codex 🫡
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joeblow8742356
joeblow8742356@joeblow87423561·
@redStapler_twit @NetworkChuck I've spent the last week running Qwen 3.5, GLM 4.7 and Gemma 4 ~30B models on my RTX 3090 24GB, via Claude Code. They're all useless at coding. Mostly they just fail. If they do manage to finish, it takes ages and the result is still trash. For coding, you need huge models.
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Red Stapler
Red Stapler@redStapler_twit·
@icanvardar $20 Google - less capable vs other flagships $20 Claude - your quota ran out just for saying "Hi" $20 Codex - good deal but ads might show up one day
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Can Vardar
Can Vardar@icanvardar·
any $20 llm subscription is a scam
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Red Stapler
Red Stapler@redStapler_twit·
@Polymarket 🤣Yeah, Openclaw users mostly run repetitive agent loops and gave them useless data for training.
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Polymarket
Polymarket@Polymarket·
JUST IN: Anthropic is cutting off Claude subscription support for OpenClaw, citing an “outsized strain” on its systems.
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Harveen Singh Chadha
Harveen Singh Chadha@HarveenChadha·
The AI race is so brutal that Microsoft released 3 new models yesterday and nobody noticed
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