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Cover image for “Qwen Ecosystem Explodes: From 3.5 to 3.7, Alibaba's Open-Source LLM Is Now Top Tier”

Qwen Ecosystem Explodes: From 3.5 to 3.7, Alibaba's Open-Source LLM Is Now Top Tier

From Qwen 3.5 to 3.7's rapid iteration cycle, Qwen3.6-27B's flagship-level coding (993 pts HN), 27B parameters competing with much larger models, and community tool Orthrus delivering 7.8× throughput boost.

5/19/2026

8 views

Cover image for “MTP (Multi-Token Prediction) Hits llama.cpp: Local Inference Speed Doubles”

MTP (Multi-Token Prediction) Hits llama.cpp: Local Inference Speed Doubles

MTP (Multi-Token Prediction) lands in llama.cpp, doubling local inference speed. Qwen 3.x benefits most due to native MTP support. Community tests show Qwen3.5-27B hitting 207 tok/s on RTX 3090.

5/19/2026

12 views

Cover image for “Is AI Really Taking Our Jobs? What the Bloomberg Data Says”

Is AI Really Taking Our Jobs? What the Bloomberg Data Says

Bloomberg reports US AI-exposed jobs are shrinking. BLS data shows 0.2% drop in 18 occupations vs 0.8% overall growth. But is AI really to blame?

5/18/2026

5 views

Cover image for “Tencent Hunyuan Hy3 Preview Tops OpenRouter Charts: The First Model After Yao Shunyu Reconstruction”

Tencent Hunyuan Hy3 Preview Tops OpenRouter Charts: The First Model After Yao Shunyu Reconstruction

Tencent Hunyuan Hy3 Preview tops OpenRouter charts within two weeks of release. The 295B-parameter MoE model, the first since Yao Shunyu infrastructure reconstruction, delivers 40% improved inference efficiency and enhanced Agent capabilities.

5/16/2026

8 views

Cover image for “Anthropic Adds "Dreaming" Feature to Claude Managed Agents”

Anthropic Adds "Dreaming" Feature to Claude Managed Agents

Anthropic announced "dreaming" for Claude Managed Agents, a feature that periodically reviews sessions across agents to identify and store important patterns.

5/16/2026

3 views

Cover image for “GPT-5.5 Instant vs. Grok 4.3: Who Is the Current King of Value?”

GPT-5.5 Instant vs. Grok 4.3: Who Is the Current King of Value?

In May 2026, OpenAI released GPT-5.5 Instant as the default model for ChatGPT, while xAI launched Grok 4.3 to disrupt the market with aggressively low pricing. This article provides an in-depth comparison across four dimensions—performance benchmarks, pricing strategy, Agent capabilities, and security—to help you determine which model best fits your use case.

5/7/2026

6 views

Cover image for “GPT-5.5 Instant Officially Released: Double the Speed, Uncompromised Reasoning, Finally Here for Developers”

GPT-5.5 Instant Officially Released: Double the Speed, Uncompromised Reasoning, Finally Here for Developers

OpenAI officially launches the GPT-5.5 Instant model, achieving sub-200ms latency and 60% cost reduction while retaining GPT-5.5's core reasoning power. This article helps you determine if switching is worthwhile across three dimensions: benchmark data, use cases, and a migration guide.

5/7/2026

8 views

Cover image for “DeepSeek V4 vs. GPT-5.5: Comprehensive Benchmark Data Comparison – Open-Source Flagship vs. Closed-Source Champion Performance Showdown”

DeepSeek V4 vs. GPT-5.5: Comprehensive Benchmark Data Comparison – Open-Source Flagship vs. Closed-Source Champion Performance Showdown

Based on the latest officially released benchmark data, this article presents a comprehensive quantitative performance comparison between the DeepSeek V4 series (Pro Max and Flash Max) and OpenAI’s GPT-5.5. Featuring detailed data tables covering over 20 key evaluation metrics, we clearly illustrate the specific strengths and gaps between the two models across dimensions including knowledge, reasoning, programming, math, and agentic capabilities, providing developers and enterprises with a precise, authentic data foundation for technology selection.

4/24/2026

42 views

Cover image for “GPT-5.5 Officially Released: A Comprehensive Upgrade for the OpenAI Agent Era”

GPT-5.5 Officially Released: A Comprehensive Upgrade for the OpenAI Agent Era

On April 23, 2026, OpenAI officially launched its next-generation flagship model, GPT-5.5—a major update just seven weeks after GPT-5.4. Positioned as "a new intelligence tier for real-world work," GPT-5.5 delivers significant breakthroughs in agent coding, computer use, knowledge work, and early-stage scientific research. Compared to GPT-5.4, the new model handles more complex tasks with lower token consumption while maintaining comparable latency, marking a pivotal shift for AI from conversational tools to autonomous executors.

4/24/2026

12 views

Cover image for “Claude Opus 4.7 Officially Released: Significant Coding Capability Boost, But Increased Token Consumption Raises Concerns”

Claude Opus 4.7 Officially Released: Significant Coding Capability Boost, But Increased Token Consumption Raises Concerns

On April 16, 2026, Anthropic officially launched Claude Opus 4.7, the latest iteration of its flagship model. The model demonstrates significant enhancements in complex software engineering tasks and supports higher-resolution image processing through improved multimodal capabilities. However, tokenizer refinements lead to a 10%-35% increase in token consumption. This article provides a comprehensive comparative analysis of Claude Opus 4.7 against GPT-5.4, Claude Opus 4.6, and Gemini 3.1.

4/17/2026

19 views

Cover image for “OpenAI Releases GPT-5.4-Cyber: An AI Model Designed for Cyber Defense, Accessible Only to Trusted Security Experts”

OpenAI Releases GPT-5.4-Cyber: An AI Model Designed for Cyber Defense, Accessible Only to Trusted Security Experts

On April 14, 2026, OpenAI officially launched the GPT-5.4-Cyber model, specifically designed for defensive cybersecurity. The model possesses capabilities such as binary reverse engineering, advanced threat analysis, and vulnerability research, but operates under a strict "trusted access" model, available only to vetted security researchers and enterprises; ordinary users cannot access it. This move marks a new phase of "responsible distribution" for top AI laboratories in the field of cybersecurity.

4/15/2026

17 views

Cover image for “Benchmarking China's GLM-5.1: How Its Code Capabilities Surpass GPT-5.4 and Claude Opus 4.6, and Where It Stands Among Global Leaders”

Benchmarking China's GLM-5.1: How Its Code Capabilities Surpass GPT-5.4 and Claude Opus 4.6, and Where It Stands Among Global Leaders

In April 2026, Zhipu AI's new flagship model, GLM-5.1, achieved a significant breakthrough in programming capability benchmarks. Scoring 58.4% on the SWE-Bench Pro leaderboard, it surpassed GPT-5.4 (57.7%) and Claude Opus 4.6 (57.3%), establishing itself as the leading open-source model for code generation. This article provides a systematic comparative analysis of these three top-tier large language models across multiple dimensions—including benchmark performance, agent capabilities, parameter scale, and application scenarios—to reveal the true positioning and technical strength of China's AI models in the global competitive landscape.

4/14/2026

63 views

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