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Semantic search in Telegram bot for communities
Learn how to build a Telegram application with AI search on FAISS and GPT for business communities. Automation of ratings, events, and expert search. Instructions for developers.
Local LLMs for Code: Privacy Without Speed Loss
How to Choose and Set Up Local LLMs for Code Generation. Comparison of Formats, Optimization for Apple Silicon, Integration with Agents. Keep Data Privacy Without Slowing Down Workflow.
Figure 02: new humanoid robot with AI interface from Figure AI
Figure AI introduced the humanoid robot Figure 02 with physical AI and OpenAI language model. The robot passed tests at BMW factories. Learn how humanoid robots are changing manufacturing.
Mermaid has overtaken PlantUML in popularity
Mermaid leads over PlantUML in Google, GitHub, VS. How this changes the work of systems analysts: textual diagrams in docs-as-code. Look for templates and migration.
GLM-5.1 leads on SWE-Bench Pro: 58.4%
GLM-5.1 from Z.ai outperforms GPT-5.4 and Claude on SWE-Bench Pro. Assembled Linux desktop in 8 hours, x6 on VectorDBBench. Weights on HuggingFace. Test for long-running tasks.
GLM-5.1: top open-source for agentic tasks
GLM-5.1 from Z.ai sets records in SWE-Bench and NL2Repo. Learn how the model speeds up code by 6 times over 600 iterations. For developers: benchmarks, experiments, integration.
Sedimentation of AI memory: how to preserve the agent's personality
How can AI agents remember not facts, but meaning? Sedimentation architecture solves the "session amnesia" problem in long-term interaction. Learn how it works.
Self-training: why it works and how to avoid collapse
Breaking down self-training mechanisms on synthetics, model collapse risks, and strategies for middle/senior ML engineers. Filtering rules, verification, real anchor. Improve your training pipeline without degradation.
Disabling Xbox Series via GIP in C#
Analysis of programmatic disabling of Xbox Series controller via GIP protocol. C# code with P/Invoke, packet examples. Integration into Steam Big Picture Manager. Study low-level access to XboxGIP.
Gmail Encryption on Android and iOS for Business
Google has introduced end-to-end email encryption in mobile Gmail for corporate plans. Learn how it simplifies data protection and ensures compliance. Detailed analysis of the update.