prakhar@affmantra.com

Alibaba’s Qwen AI Releases Compact Dense Qwen3-VL 4B/8B (Instruct & Thinking) With FP8 Checkpoints

Do you actually need a giant VLM when dense Qwen3-VL 4B/8B (Instruct/Thinking) with FP8 runs in low VRAM yet retains 256K→1M context and the full capability surface? Alibaba’s Qwen team has expanded its multimodal lineup with dense Qwen3-VL models at 4B and 8B scales, each shipping in two task profiles—Instruct and Thinking—plus FP8-quantized checkpoints for…

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Meta AI’s ‘Early Experience’ Trains Language Agents without Rewards—and Outperforms Imitation Learning

How would your agent stack change if a policy could train purely from its own outcome-grounded rollouts—no rewards, no demos—yet beat imitation learning across eight benchmarks? Meta Superintelligence Labs propose ‘Early Experience‘, a reward-free training approach that improves policy learning in language agents without large human demonstration sets and without reinforcement learning (RL) in the…

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Coinbase boosts investment in India’s CoinDCX, valuing exchange at $2.45B

Coinbase has increased its investment in India’s CoinDCX, valuing the exchange at $2.45 billion post-money, as the U.S. crypto giant bets on the country’s digital-asset potential even as regulation remains unclear. The investment is an extension of CoinDCX’s previous funding round and is subject to regulatory approvals and customary closing conditions, the companies said on…

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