---
title: "Deepseek drops another HUGE breakthrough"
source_url: https://youtu.be/J0D7qV3nl7w
captured_at: 2026-07-03
author: "AI Search"
contributor: "ชิดชนก"
platform: youtube
---
# Deepseek drops another HUGE breakthrough

youtube video by **AI Search**, 25m21s, uploaded 2026-07-03. URL: https://youtu.be/J0D7qV3nl7w

## Shared in LINE Note+
- 2026-07-03 20:26 by ชิดชนก

## Description
DSpark by Deepseek. Huge speed and throughput unlock. #ai #ainews #llm #agi #singularity 
Thanks to our sponsor Higgsfield. Try Claude Fable with Higgsfield today: 

dSpark paper: 
dSpark code: 
Deepseek with dSpark: 
Deepseek v4 explainer: 
How AI models work: 

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


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Dell Precision 5690:  
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Mic: Shure SM7B 
Audio interface: Scarlett Solo