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DataFunTalk
DataFunTalk
May 15, 2026 · Industry Insights

How Liang Wenfeng’s DeepSeek Propelled Chinese AI Unicorns Past the Trillion‑Yuan Mark

In May 2024 China’s AI primary market exploded as DeepSeek secured its first external round, pushing its valuation to $45‑50 billion and sparking $30‑40 billion of financing across leading base‑model unicorns, while tying its V4 model to Huawei’s Ascend chips and reshaping valuation benchmarks for the sector.

AI financingChinese AI marketDeepSeek
0 likes · 17 min read
How Liang Wenfeng’s DeepSeek Propelled Chinese AI Unicorns Past the Trillion‑Yuan Mark
JavaGuide
JavaGuide
Apr 27, 2026 · Artificial Intelligence

DeepSeek V4 Slashes Prices by 75% – Real‑World Claude Code Test with 4M Tokens

DeepSeek V4’s pricing fell 75% overnight, making the V4‑Pro and V4‑Flash models dramatically cheaper than competing AI services; the article details the new rates, compares them with other providers, shows two Claude Code case studies consuming nearly 4 million tokens, and explains how domestic Ascend 950 hardware enables the discount.

AI pricingAscend 950Claude Code
0 likes · 13 min read
DeepSeek V4 Slashes Prices by 75% – Real‑World Claude Code Test with 4M Tokens
CodeTrend
CodeTrend
Apr 26, 2026 · Artificial Intelligence

DeepSeek V4 Architecture: High‑Efficiency Long‑Context Model Design

DeepSeek V4, released in April 2026, introduces two versions—Pro and Flash—with up to 1.6 trillion parameters and a million‑token context window, leveraging hybrid attention, compressed KV cache, and specialized training techniques to dramatically cut hardware dependence and inference cost.

DeepSeekFP4Mixture of Experts
0 likes · 5 min read
DeepSeek V4 Architecture: High‑Efficiency Long‑Context Model Design
Wuming AI
Wuming AI
Apr 26, 2026 · Artificial Intelligence

DeepSeek V4 Release: Choosing Between Pro and Flash and Connecting the API

The article compares DeepSeek V4 Pro and Flash, explains how to select the right model based on capability versus cost, cautions against relying on flashy demos, praises the restrained release, and provides step‑by‑step instructions for API integration and tool configuration.

AI agentsDeepSeekV4
0 likes · 7 min read
DeepSeek V4 Release: Choosing Between Pro and Flash and Connecting the API
ZhiKe AI
ZhiKe AI
Apr 24, 2026 · Artificial Intelligence

DeepSeek V4 Launch: Open‑Source Model Beats Closed‑Source Leaders in Coding & Math, 1.6 T Params, 1 M Context

DeepSeek V4, released today, offers two open‑source models (Pro and Flash) with up to 1.6 T parameters and a 1‑million‑token context, achieving top‑tier programming and mathematics benchmark scores that surpass the three major closed‑source competitors, while cutting API costs to a fraction of the price.

APIBenchmarkDeepSeek
0 likes · 7 min read
DeepSeek V4 Launch: Open‑Source Model Beats Closed‑Source Leaders in Coding & Math, 1.6 T Params, 1 M Context
ITPUB
ITPUB
Apr 24, 2026 · Artificial Intelligence

DeepSeek V4 Unleashed: 1M‑Token Context Becomes Commodity, Teams with Ascend to Challenge Compute Dominance

DeepSeek released two V4 models—Pro and Flash—both supporting 1‑million‑token context as a standard feature, showcasing top‑tier agentic coding, world‑knowledge, and inference performance, while introducing DSA sparse attention and announcing upcoming large‑scale deployment on Huawei Ascend hardware.

1M contextAI inferenceDSA sparse attention
0 likes · 6 min read
DeepSeek V4 Unleashed: 1M‑Token Context Becomes Commodity, Teams with Ascend to Challenge Compute Dominance
ArcThink
ArcThink
Apr 11, 2026 · Artificial Intelligence

DeepSeek V4 Preview: A Sovereign Shift Beyond Benchmarks

Developers can sift through official silence and industry leaks—internal statements, Ascend 950PR supply‑chain hints, and sparse‑attention innovations—to assess DeepSeek V4’s likely technical leaps, from million‑token context to native Ascend training, and its strategic impact on the open‑source AI landscape and CUDA independence.

AI model analysisDeepSeekHuawei Ascend
0 likes · 27 min read
DeepSeek V4 Preview: A Sovereign Shift Beyond Benchmarks
PaperAgent
PaperAgent
Jan 10, 2026 · Artificial Intelligence

DeepSeek V4 Unveiled: Why Its Coding Power Beats Claude and GPT

DeepSeek's newly announced V4 model, the successor to its December 2024 V3 release, demonstrates superior coding abilities over Claude and GPT series, details its data composition, infrastructure, training costs, failed experimental attempts, expanded benchmark comparisons, and includes a comprehensive safety report.

AI model analysisDeepSeekV4
0 likes · 4 min read
DeepSeek V4 Unveiled: Why Its Coding Power Beats Claude and GPT
37 Interactive Technology Team
37 Interactive Technology Team
Jul 27, 2022 · Mobile Development

Android APK Digital Signature: Purpose, Principles, and v1‑v4 Signing Schemes

Android APK digital signatures ensure app integrity and author authenticity by hashing files and signing with a private key, with four schemes—v1 (JAR‑style per‑file digests), v2 (whole‑APK block), v3 (key‑rotation support), and v4 (external .idsig for fast incremental installs)—each offering progressively stronger protection and installation speed.

APK signingAndroidMobile Security
0 likes · 16 min read
Android APK Digital Signature: Purpose, Principles, and v1‑v4 Signing Schemes