Classic LLM dilemma: smart vs fast. The new reality with Gemini 3 Flash: Why not both? That trade-off has never felt smaller. Congrats to the team! ⚡️
→ View original post on X — @oriolvinyalsml, 2025-12-17 16:15 UTC

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Classic LLM dilemma: smart vs fast. The new reality with Gemini 3 Flash: Why not both? That trade-off has never felt smaller. Congrats to the team! ⚡️
→ View original post on X — @oriolvinyalsml, 2025-12-17 16:15 UTC

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For a fast model, Gemini 3 Flash offers incredible performance, allowing us to provide frontier intelligence to everyone globally. Try the 'fast' mode from the model picker in the @GeminiApp – it’s shockingly speedy AND smart. Best pound-for-pound model out there
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Gemini 3 flash is out! What an OP model. Also mind blowing how even just flash is competitive with the best GPT 5 models. 😆 https://t.co/b7PjsticXF
— Yi Tay (@YiTayML) 17 décembre 2025
Gemini 3 flash is out! What an OP model. Also mind blowing how even just flash is competitive with the best GPT 5 models.

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We’re rolling out Gemini 3 Flash starting today. Here’s where you can find it:
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We’re expanding the Gemini 3 family with the launch of Gemini 3 Flash. This model:
— Google AI (@GoogleAI) 17 décembre 2025
— Combines Gemini 3’s Pro-grade reasoning with Flash-level latency, efficiency, and cost
— Delivers frontier-level performance on PHD-level reasoning and knowledge benchmarks
— Is our most… pic.twitter.com/s7fM0Z6vRx
We’re expanding the Gemini 3 family with the launch of Gemini 3 Flash. This model: — Combines Gemini 3’s Pro-grade reasoning with Flash-level latency, efficiency, and cost
— Delivers frontier-level performance on PHD-level reasoning and knowledge benchmarks
— Is our most

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The Existential Problems in LLM Serving Naive Transformers might be fine for lab experiments – but they don’t hold up in production. The real challenge lies in Autoregressive Inference, where performance bottlenecks can cripple even the most powerful GPUs.
If you’ve ever seen

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Improving RAG with Forward and Backward Lookup This is a clever use of small and large language models. Traditional RAG systems compute similarity between the query and context chunks, retrieve the highest-scoring chunks, and then generate. But complex queries often lack

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Agent Memory That Works Like Human Memory! Hindsight is an agent memory system built to create smarter agents that actually learn over time. Here's the biggest problem: Existing open-source memory solutions rely heavily on RAG, vector databases, and knowledge graphs. These are
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It’s due to LLM/AGI. The opportunity has gone from within-China to global. And while top American LLM companies chose to pursue AGI, Chinese companies cannot raise the funds to compete, so they’ve chosen open source

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Ever wonder why AI vision models are so slow? This research shows the quest for high-resolution image understanding creates a major speed bottleneck. The solution, LLaVA-UHD v3, uses a clever "Progressive Visual Compression" method to cut processing time by over half while