AI Insights

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DeepSeek’s Next Move: From “Strongest Base Model” to “Most Productive Tool”
ANALYSIS

DeepSeek’s Next Move: From “Strongest Base Model” to “Most Productive Tool”

DeepSeek has always played a clear game: don’t chase the flashiest demo—build the cheapest, strongest model.​ But with major funding secured, data center plans underway, and the industry shifting from “whose model scores higher” to “whose agent actually works,” the engine alone isn’t enough anymore. You need the chassis, the wheels, and a way to get it into people’s hands.

Jun 10, 2026
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BillGuard AI: How This Free Tool Saved a Texas Mom $2,147 on Her Medical Bill
REVIEW

BillGuard AI: How This Free Tool Saved a Texas Mom $2,147 on Her Medical Bill

Real stories of Americans using BillGuard AI to fight back against medical overcharges and hidden fees. Plus: a California mechanic recovers $340 from an auto repair shop.

Jun 10, 2026
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PlanForge: The AI Business Plan Generator That's Changing How We Plan Everything
REVIEW

PlanForge: The AI Business Plan Generator That's Changing How We Plan Everything

From startup feasibility studies to China budget travel plans — discover how PlanForge's AI generates professional, actionable plans in minutes. 100% free.

Jun 10, 2026
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Codex + GPT-5.5 vs Codex + DeepSeek V4: Comprehensive Cross-Domain Benchmark Analysis
REVIEW

Codex + GPT-5.5 vs Codex + DeepSeek V4: Comprehensive Cross-Domain Benchmark Analysis

For the purpose of this report, “Codex + GPT-5.5” refers to OpenAI’s official native Codex model stack. Meanwhile, “Codex + DeepSeek V4” represents workflows integrated with Codex capabilities via OpenAI-compatible APIs, third-party gateways, or private/local deployment adaptation. These two setups do not deliver identical product experiences. Therefore, this comparison covers not only pure model performance but also real-world engineering integration, stability, cost efficiency, and enterprise implementation feasibility.

Jun 9, 2026
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NEWS

Chinese AI Models — A 2026 Snapshot of the Domestic Mainstream LLMs

SuperCLUE, LMArena, ClawBench rankings and user feedback.

May 28, 2026
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GUIDE

Solving Americas AI Cost Crisis

A practical guide to China-US computing power relay.

May 27, 2026
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REVIEW

Tencent Marvis Hands-On Review

OS-level AI assistant tested.

May 26, 2026
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NEWS

DeepSeek Launches Code Agent Team

Desktop code agent rivaling Claude Code.

May 26, 2026
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ANALYSIS

China AI: 9.22 Trillion Tokens

Massive token throughput analysis.

May 25, 2026
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NEWS

Alibaba Qwen3.7-Max Ranks First

Top performance among domestic models.

May 20, 2026
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