Videos list
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This 6k AMD PC DESTROYS NVIDIA's DGX Spark?!

Loose Box's $5,999 AMD-based system claims 3.4x faster inference on Deepseek V4 Flash than Nvidia's DGX Spark, but...

Cloud Codes summarized 2026-10-10 12:00
China's Alternative to CUDA? Inside DeepSeek's DeepGEMM-Ascend

DeepSeek's DeepGEMM-Ascend, announced September 30, 2026, ports a CUDA kernel library to Huawei Ascend chips while...

Cloud Codes summarized 2026-10-02 18:30
DeepSeek + Huawei = END of Nvidia?!

Switching matrix operations from Nvidia GPUs to Huawei's Ascend requires far more than a chip swap — the data...

Cloud Codes summarized 2026-10-02 18:30
Insane Engineering Behind DeepSeek's 380,000 AI Sandboxes

DeepSeek's DSEC platform sustains over 380,000 concurrent AI agent sandboxes with most using minimal CPU, thanks to...

Cloud Codes summarized 2026-09-30 05:30
Cline Desktop Hands-On – Can OPEN Models Match Fable 5.1?

DeepSeek V4.1 Flash replicated roughly 90% of a subway FPS game originally built by Claude Fable 5.1, using only the...

Bijan Bowen summarized 2026-09-24 14:45
DeepSeek V4.1 Flash made encoders cool..

DeepSeek V4.1 Flash uses a Causal Encoder-Decoder architecture that halves prefill compute by processing input...

Caleb Writes Code summarized 2026-09-16 20:29
I Combined GPT-6 Astra With DeepSeek... (100x Cheaper)

DeepSeek V4.1 is roughly 88x cheaper than GPT Astra and performs competitively on key coding and automation...

Jack Roberts summarized 2026-09-13 15:32
The Secret GPU Kernel Behind DeepSeek V4.1 Flash

DeepSeek V4.1 Flash uses a custom GPU kernel called Deep Select to reduce per-token KV cache to 890 bytes, down from...

Cloud Codes summarized 2026-09-13 09:00
DeepSeek V4.1 Flash: The Architecture That Crushed Cache Costs by 437×

DeepSeek V4.1 Flash cuts per-token cache memory from 389,000 bytes to 890 bytes — a 437× reduction — by rebuilding...

Cloud Codes summarized 2026-09-12 19:30
What It Costs to Run DeepSeek V4.1 Flash Locally?

Running DeepSeek V4.1 Flash locally requires at least 510 GB of storage and a multi-GPU setup costing tens of...

Cloud Codes summarized 2026-09-11 19:30
Deepseek did it again...

DeepSeek V4.1 Flash is a 552B parameter MoE model with only 8B/16B active parameters, matching Opus 5 and GPT 5.6 on...

Matthew Berman summarized 2026-09-11 19:01
DeepSeek V4.1 Flash Is INSANE – Is THIS the Best Open Model Yet?

DeepSeek V4.1 Flash is a significant open model with a 552B parameter mixture-of-experts architecture,...

Bijan Bowen summarized 2026-09-10 15:23
DeepSeek V4 Flash Vision Is INSANE – Tested With DeepSeek Harness!

DeepSeek V4 Flash Vision (experimental) adds vision to a small model, and the results on coding tasks like browser...

Bijan Bowen summarized 2026-08-24 12:36
FreeToken Deepseek V4 Flash on a Single 3090 Local AI Testing

FreeToken lets you run DeepSeek V4 Flash on a single 3090 by offloading to system RAM, achieving around 10 tokens...

Digital Spaceport summarized 2026-08-24 10:08
100 Hours Testing Deepseek Harness vs. Claude Code. What You Need to Know.

Deepseek Harness is an open-source agent harness that offers unmatched customization and speed compared to Claude...

Nate Herk summarized 2026-08-23 22:52
DeepSeek Just Built the Next Generation of Coding Agents

DeepSeek's open-source coding agent harness is built entirely from plugins, making it the most customizable option...

Cole Medin summarized 2026-08-20 00:00
DeepSeek Harness Architecture: The Hidden Engine Underneath.

DeepSeek's coding agent harness is built on a plugin kernel called Cordis, which was originally extracted from the...

Cloud Codes summarized 2026-08-18 09:00
DeepSeek Harness Architecture: Insane Software Engineering Behind It

DeepSeek Harness, an open-source coding agent framework that hit 72,000 stars in a day, is built around one brutal...

Cloud Codes summarized 2026-08-15 12:00
Gemini 3.7 Flash vs DeepSeek V4 Pro (0813): Who Actually Wins Per Dollar?

DeepSeek V4 Pro is currently the cheaper model by a wide margin, but on Sunday its price spikes up to 11x,...

Cloud Codes summarized 2026-08-14 20:00
DeepSeek Strikes Again: 1,114% API Price Hike, Open Harness & Updates

DeepSeek shipped a new flagship model, an open-source agent harness, and a price list that raised one rate by 1,114%...

Cloud Codes summarized 2026-08-14 12:00
DeepSeek V4 Pro Is HERE – Is THIS the BEST Open Model Yet?

DeepSeek V4 Pro (0813) is out of preview and it's a big leap over the undercooked preview version, but it's not the...

Bijan Bowen summarized 2026-08-13 00:15
How DeepSeek Cut AI Coding Costs to $0.14

DeepSeek V4 Flash achieved 14-cent million-token pricing through native sparse attention, compressed KV cache, and a...

Cloud Codes summarized 2026-08-06 16:00
Deepseek V4 Flash 0731 Local AI Review

DeepSeek V4 Flash 0731 is a powerful local AI model that excels at reasoning and benchmarks but tends to overthink...

Digital Spaceport summarized 2026-08-01 14:19
DeepSeek V4 Flash Is INSANE – The Best Small Model Yet!

DeepSeek V4 Flash is a newly released official version of a small but powerful AI model with 284B parameters (13B...

Bijan Bowen summarized 2026-07-31 14:12

Frontier News · by Hyperjump Technology