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iFLYTEK AIUI 3.0: Deep Dive into Multimodal Interaction Platform & Robot Super-Brain
Friday, July 03, 2026 in Blog
Abstract: On July 2, 2026, iFLYTEK held its Smart Interaction Ecosystem Conference in Shenzhen, unveiling three major platform upgrades simultaneously — the AIUI Multimodal Interaction Platform, the AIUI Multilingual Interaction Platform, and the …
Meta Compute: The Paradigm Shift from "GPU Hoarding" to "Compute Assetization"
Friday, July 03, 2026 in Blog
Abstract: On July 1, 2026, Bloomberg exclusively reported that Meta is advancing its cloud infrastructure project codenamed “Meta Compute,” planning to offer external customers AI compute rental and proprietary model API services. …
OpenAI Inference Cost Halving Deep Dive: How System-Level Optimizations Let Hundreds of GPUs Serve ChatGPT's Massive Traffic
Thursday, July 02, 2026 in Blog
Abstract: On June 30, 2026, The Information reported that OpenAI engineers achieved over 50% reduction in model inference costs through system-level optimizations — without adding new chips. Hundreds of NVIDIA GPUs now serve all ChatGPT anonymous …
OpenAI Inference Cost Halving Deep Dive: How System-Level Optimizations Let Hundreds of GPUs Serve ChatGPT's Massive Traffic
Thursday, July 02, 2026 in Blog
Abstract: On June 30, 2026, The Information reported that OpenAI engineers achieved over 50% reduction in model inference costs through system-level optimizations — without adding new chips. Hundreds of NVIDIA GPUs now serve all ChatGPT anonymous …
DeepSeek V4 Official Release Deep Dive: MoE Sparse Attention + DSpark Speculative Decoding + Peak-Valley Pricing Economics
Wednesday, July 01, 2026 in Blog
Core Insight: On June 29, 2026, DeepSeek announced the V4 official release for mid-July, with a simultaneous API peak-valley pricing mechanism — peak hours (9-12 AM, 2-6 PM) double the price. This is not a simple price hike, but a landmark shift in …
Claude Science Deep Dive: The AI Research Workbench — When Chat Evolves into a Full-Stack Scientific OS
Wednesday, July 01, 2026 in Blog
Core Insight: On June 30, 2026, Anthropic officially launched Claude Science — a dedicated AI workbench for scientists. It’s not another chat window; it’s a dual-agent-driven full-stack scientific operating system built on a …
VibeThinker-3B Deep Tech Analysis: Parameter Compression-Coverage Hypothesis — 3B Parameter Model Matches 200x Larger Models in Programming Reasoning
Monday, June 29, 2026 in Blog
Core Finding: Sina’s open-source VibeThinker-3B, with only 3B parameters, matches DeepSeek V3.2 (200~333x larger) on AIME26 math reasoning, surpasses all sub-20B models on LiveCodeBench, and solves 123/128 LeetCode competition problems …
GLM 5.2 Deep Tech Analysis: Open-Weight Model Beats Claude in Security Vulnerability Detection at Just $0.17 Per Finding
Monday, June 29, 2026 in Blog
Core Finding: Zhipu AI’s open-weight GLM 5.2 achieved 39% F1 on Semgrep’s IDOR vulnerability detection benchmark, defeating Claude Code (32%) at just ~$0.17 per vulnerability discovered. More remarkably — this result came without any …
DeepSeek DSpark Semi-Autoregressive Speculative Decoding: The Engineering Revolution Behind 85% Inference Acceleration
Sunday, June 28, 2026 in Blog
Introduction: Inference Efficiency — The Second Half of the LLM Competition On June 27, 2026, DeepSeek, in collaboration with Peking University, published the paper “DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive …
1781 Production-Grade Agent Runs Reveal: Framework Matters 7× More Than Model — A Deep Dive into Agent Engineering Selection
Sunday, June 28, 2026 in Blog
Introduction: The Copernican Turning Point of Agent Engineering On June 26, 2026, AI evaluation platform Braintrust published a research report that could rewrite Agent engineering textbooks. They collected 1,781 real production-grade AI Agent …