#LLM
AI Price War: How Open Models and Cheap Inference Are Erasing Giants' Superprofits
The artificial intelligence market has been gripped by fierce price competition. Open architectures like Qwen and GLM, forced price cuts by OpenAI, and in-house hardware development are transforming access to neural networks from a premium service into a basic utility.
Testing Qwen3.8-Flash-Next: Comparison with Production Models and the Importance of Multiple Runs
Recent benchmark tests of the Qwen3.8-Flash-Next architecture showed quality on par with Qwen3.8-27B alongside notable architectural innovations, though production adoption remains hindered by limited inference engine support.
Qwen 4 Architectural Breakthrough: Inside the Qwen3.8-Flash-Next Model
Alibaba has introduced Qwen3.8-Flash-Next, an architectural preview of the upcoming Qwen 4. The 180-billion-parameter model activates just 6 billion parameters per token and can run on 128 GB of system memory.
ICML 2026 Highlights: Record Influx of Papers and the Rise of Diffusion Language Models
Seoul hosted one of the premier machine learning conferences, ICML 2026. We break down the event's record statistics, key trends, the triumph of diffusion approaches, and new frontiers in generative AI.
How to Make AI Agents Work Reliably: Lessons from Building Maritime Analyst Shippy
Engineers from the Allen Institute for AI shared the architectural challenges encountered while building the Shippy AI agent and explained why language models should not be trusted with executing strict technical algorithms.
How to Correctly Measure Brand Visibility in AI Responses: Metrics and Analysis Specifics
Traditional SEO is gradually giving way to generative search. We explore how to properly measure a company's presence in language model answers, why single prompts fail to provide an objective picture, and how to calculate key metrics.
Guide to Free Webinars for IT Professionals: Schedule for Late August and September
A selection of over 30 free practical webinars covering development, DevOps, QA, machine learning, and IT management for the coming weeks.
Unreal Engine Multiplayer Optimization with AI: Successes, Pitfalls, and the Developer's Real Role
A game developer shared hands-on experience using neural networks for multiplayer network optimization in Unreal Engine: how Claude dramatically sped up development, where AI hit a dead end, and why humans still need to keep architecture under control.
Z AI Unveils Viral Mystery Model Ox Alpha as OpenAI Nears Internal AGI Milestone
Chinese AI lab Z AI has confirmed that the viral model Ox Alpha is its new open-weight GLM-5.3-Flash, while OpenAI leadership projects achieving internal AGI benchmarks by year's end.
Integrating AI into Customer Service: How to Automate Routine Tasks Without Risking Your Reputation
We break down the key rules for implementing artificial intelligence in customer support: why knowledge base quality matters more than model selection, how to avoid common mistakes, and how to automate up to 70% of routine inquiries.
Experiment: Which AI Models Are Named Market Leaders When Asked Themselves
Five popular AI services with web search access answered questions about the best neural network. The test showed that models rarely rank themselves first, but almost always recommend ChatGPT.
Remote Labor Index Benchmark Shows Modern AI Agents Can Handle Only 2.5% of Real Freelance Tasks
Researchers from the Center for AI Safety and Scale AI have developed the RLI benchmark based on hundreds of real Upwork projects. Even leading language models and agents were able to successfully complete no more than 2.5% of the jobs.