Pravin Tamilan
@apravint
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I still believe conversations can change everything.. Collecting stories, one reply at a time. ✨🪐
India
Joined July 2009
is this gonna happen.
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Arise, awake, and stop not till the goal is reached. 🔥 -Swami Vivekananda
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Google DeepMind Launches WeatherNext 2, Eight Times Faster AI Forecasting Model
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Raining in Chennai today and the wind is COLD. Like, I-need-a-sweater cold.
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The wrong people won’t see your value no matter how loudly you show it. The right people won’t need convincing. You can work harder, speak louder, or bend yourself. It still won’t land with the people who aren’t meant to get you. Some audiences just aren’t your audience.
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Mainstream media is sleeping on Kimi K2. While everyone debates GPT-5 vs Claude, this Chinese model just executed 300 sequential tool calls without breaking a sweat. Your "advanced" AI gives up after 5. 🧵 Here's what actually matters:
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Kimi K2 is ridiculous: → 1T parameters (32B active) → 300 tool calls in sequence → 256K context → 44.9% HLE score → 2x faster with INT4 → $0.15/M input tokens ...and it's actually open-weight.
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Context engineering is the systematic practice of preparing, structuring, and validating the information AI agents receive. Core principle: Agent quality is bounded by context quality. No amount of model tuning can overcome poor context. Excellent context makes smaller models
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