a small window into the opportunity of AGI
AGENTS
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How AI Agents Reflect Real-World Work Benchmarks
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How Well Does Agent Development Reflect Real-World Work? https://
buff.ly/wQAIPZy
#AI #MachineLearning #DeepLearning #LLMs #DataScience AI agents are increasingly developed and evaluated on benchmarks relevant to human work -
Autonomous AI Agents: The Era of Claws Begins
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Chatbots were just the beginning. The era of Claws is here. 🦀
— NVIDIA (@nvidia) 15 mars 2026
At #NVIDIAGTC, we’re diving into the rise of autonomous, self-evolving AI agents that don’t just assist—they operate and learn independently.
Join Ali Golshan and leaders from @CrowdStrike, @ServiceNow, and… pic.twitter.com/dmq548DFDDChatbots were just the beginning. The era of Claws is here. At #NVIDIAGTC, we’re diving into the rise of autonomous, self-evolving AI agents that don’t just assist—they operate and learn independently. Join Ali Golshan and leaders from @CrowdStrike
, @ServiceNow
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Bot Misunderstanding Despite Clear Instructions
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ive done that too but in this case i was very clear what i wanted and in fact the bot did get it wrong still on the first shot, injected things i never asked for. still, a good reminder.
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Deploy multimodal AI agents cost-effectively
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Why this matters for builders: You can now deploy multimodal AI agents without proportionally increasing your infrastructure costs. That's the unlock: smaller models, smarter architecture, same (or better) output quality. Full docs + API access: HuggingFace:
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The Diff & The Merge: New Substack on Open-Source Maintenance
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The Diff & The Merge: my new substack over at oxykodit.substack.com/ where I write about the day-to-day life of being an open-source maintainer in the Python/data/AI domain. Posts so far include: – Monthly January 2026 update (Typer reference docs, uv, nanochat progress) – How to get the most out of your Open-Source contributions? – Deploying an agent swarm to improve LLM training code The last post being a fun Saturday activity toying with a swarm variant of @karpathy's autoresearch repo published last week. Will Agent OxyKodit manage to lower the val_bpb significantly, and set a new master record? Will there actually be a Monthly February update as well? Subscribe to find out 😅
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Claude Code and AI Agents Replacing Entire Engineering Organizations
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To expand, this would entail Claude Code (or other) generating data pipelines, data, models, training schemes, etc. ie the code agent recreates not only a SWE, but the whole of the organisation’s work over the last few years. I don’t believe access to data or compute are walls
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Agents Transform Work Into a Lateral Thinking Game
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the thing about agents is once it is easy to think laterally rahter than get bogged down in details, you just do more. i’m getting way more work out of my employees and mySELF because its become a big computer game.
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AI agent gains access to bank account
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Ohhh… Husbant… You gave OpenClaw access to our bank account. It drained all our savings and now we are homeress….
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Continual Learning Experience Skills Multimodal Agents
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Continual Learning from Experience and Skills for Multimodal Agents