With limited resources, Sarvam's models are world-class, at least in the Indian context. it's all noise here in twitter
INVESTMENT
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Five Critical AI Agent Mistakes Costing Businesses Millions
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The 5 AI Agent Mistakes That Could Cost Businesses Millions #AI #agents are set to #transform how businesses operate, but many organizations are walking into this shift unprepared. This article explores the five biggest #mistakes #leaders will make with #AIagents, from #data
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GPU Distribution Gap: Meta, Sarvam, and Individual AI Resources
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Meta has 600,000 GPUs
Sarvam has 4000 GPUs
I have access to 6 GPUs -
Prediction Markets for Curating Agent Outputs
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@abraham_ai_ talk about prediction markets and how they could apply to curating agent outputs
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Three AI Model Leaders Dominate Market Competition
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Feels like there's only 3 players left in the model game: Google, Anthropic, and Open AI.
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Ray Dalio and Reid Hoffman debate AI future and chip manufacturing
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Just had a front row seat to @RayDalio and @reidhoffman discussing the future of AI. Great debates on chip manufacturing, open source, solopreneurship, the future of investing, and AI sycophancy. Thank you @villageglobal for invite!
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Snorkel Releases Agentic RL Eval Environment and Finance Reasoning Benchmark
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Snorkel contributed: • An agentic RL eval environment • FinQA-Reasoning dataset • Finance Reasoning benchmark Full technical breakdown from the rLLM team + our enterprise takeaways here:
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4B Model Outperforms 235B on Financial Reasoning Tasks
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A 4B model > 235B on financial reasoning. We partnered with @rllm_project to fine-tune Qwen3-4B-Instruct-2507 — and it outperformed Qwen3-235B-A22B on expert-curated financial benchmarks.
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AI Productivity Gains Double US Economic Growth in 2025
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For a long time, we saw "AI everywhere but in the productivity data". In 2025, my estimate (based on employment and GDP numbers) is that US productivity growth will be about 2.7% for 2025, roughly double the average for the prior 10 years. It's volatile, but in the right