Uploaded July 2026 | Updated September 2026, 2 weeks ago

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DSpark by Deepseek. Huge speed and throughput unlock. #ai #ainews #llm #agi #singularity
Thanks to our sponsor Higgsfield. Try Claude Fable with Higgsfield today: higgsfield.ai/s/mcp-theaisearch-pZHmcw

dSpark paper: github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.pdf
dSpark code: github.com/deepseek-ai/DeepSpec
Deepseek with dSpark: huggingface.co/deepseek-ai/DeepSeek-V4-Pro-DSpark
Deepseek v4 explainer: youtu.be/XJUpuOBpT-4
How AI models work: youtu.be/U2hZFMVNSE0

00:00 dSpark intro
01:05 Deepseek situation
02:20 Why AI models are slow
04:44 Speculative decoding
7:42 The dilemma
10:16 The fix
11:05 Higgsfield with Claude Fable
12:41 Markov loop
14:50 Infra challenges
16:29 Confidence heads
19:33 Hardware aware algo
21:20 Results
23:18 Open sourced


Newsletter: aisearch.substack.com
Find AI tools & jobs: ai-search.io
Support: ko-fi.com/aisearch

Here's my equipment, in case you're wondering:
Lenovo Thinkbook: amzn.to/4jWeKwH
Dell Precision 5690: dell.com/en-us/dt/ai-technologies/index.htm?utm_source=AISearchTools&utm_medium=youtube&utm_campaign=precisionai#tab0=0
GPU: Nvidia RTX 5000 Ada nvda.ws/3zfqGqS
Mic: Shure SM7B amzn.to/3DErjt1
Audio interface: Scarlett Solo amzn.to/3qELMeu