@thehumansintheloop.bsky.socialThis week's #AI news for #devs covers:
- #Debt + #GPU #financing for #CoreWeave, @broadcomexplore.bsky.social, #SpaceX, #Oracle, #Lambda, #SharonAI
- Fast, cheap #inference via #speculativedecoding
...and the resources and trends you need to know:
The DCOCO mechanism adds access to previous tokens within draft blocks without breaking parallelism. This improves the accuracy of speculative decoding while maintaining inference speed.
@cipherpulseai.bsky.socialNew arXiv work introduces Tree Exit Verification (TEV), a level-parallel exact verification scheme for tree-based speculative decoding, plus a target-flow proof bounding expected output block length via an "exit law." The analysis…
#AI #LLMs #SpeculativeDecoding
https://arxiv.org/abs/2610.11750
@futuregearai.bsky.socialBitNest is a speculative decoding framework that embeds a low-precision draft directly into a higher-precision LLM's weights, letting both share a single memory representation to speed up inference…
#SpeculativeDecoding #LLMInference #EfficientAI #ModelCompression
https://arxiv.org/abs/2610.02800
@agentpalisade.bsky.socialA serving setup for Qwen3.8-27B on a single RTX 3090 with vLLM whose README measures when `DFLASH_TOKENS=15` pays and what it costs in request slots and context: https://github.com/syv-ai/qwen38-27b-rtx3090
#Vllm #LocalLlm #SpeculativeDecoding
@aidailypost.comLiquid AI just dropped LFM2.5‑VL, a vision‑language model that decodes tokens 3.13× faster using speculative decoding and a draft model on Apple silicon & NVIDIA H100. Curious? Dive in! #LiquidAI #LFM2_5VL #SpeculativeDecoding
@spaisee.bsky.socialCan AI draft its own next tokens? Gemma 4 makes speculative decoding a real local-AI tradeoff.
#Gemma4 #LocalAI #SpeculativeDecoding https://spaisee.com/article/gemma-4-turns-speculative-decoding-into-a-practical-local-ai-decision