My intuition is two things:
1. Carefully curated pre-training data & finding the right data mix 2. Domain/ task specific evals for downstream use-cases In the end training data is still king! – finding which combination to go for is where the real moneys at. In addition- Post
LLMS
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Training Data Mix and Domain-Specific Evals Drive AI Model Performance
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Hopes for Advanced AI Agents Beyond Anthropic and OpenAI
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I hope for better agents than Anthropic; OpenAI has certainly already finished GPT-5 and is certainly already working on o2. In this respect, I expect agents with good reasoning that can take on much better tasks 🙂
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AGI breakthrough proposed by existing LLM architecture
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AGI: "Does it count if the architecture breakthrough is proposed by en existing LLM?"
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Baichuan4 Launches Dual Model Suite with 96% Availability
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The solution includes a full-chain high-quality general training data, two models (Baichuan4-Turbo & Baichuan4-Air), and a comprehensive domain enhancement toolchain.
The "1+3 Product Matrix" achieves a multi-scenario availability rate of up to 96%, a leading figure of industry. -
Baichuan AI Launches Private LLM Deployment Solution
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Baichuan AI launched the one-stop commercial solution aimed at helping enterprises achieve private deployment of LLMs at the lowest cost and best efficiency. https://
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New Frameworks with 3.5 Sonnet Cross 50% Leaderboard Barrier
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One day since this thread and we already have new frameworks powered by the new 3.5 Sonnet on the leaderboard. The 50% barrier has been crossed – you love to see it.
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SearchGPT Browser Extension Provides Better Results Than Google Search
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I have installed SearchGPT as a browser extension. When I enter a question in the URL bar, I no longer land on Google, but on ChatGPT/SearchGPT. And it's so much better than googling. Not only do I get a more direct, better and clearer answer to my question. I can also ask very
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Tool use mastered by a Minecraft-generating LLM
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If I had known that "Tool use" would be first mastered by a Minecraft-generating LLM… (cf the video at 0:32)
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Etched Oasis 500M Model Released on Hugging Face
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model: https://
huggingface.co/Etched/oasis-5
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