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FAQs: Everything You Need to Know About AI Agents in 2025
ByRicardoTable of contents TL;DR 1) What is an AI agent (2025 definition)? 2) What can agents do reliably today? 3) Do agents actually work on benchmarks? 4) What changed in 2025 vs. 2024? 5) Are companies seeing real impact? 6) How do you architect a production-grade agent? 7) Main failure modes and security risks 8)…
What is DeepSeek-V3.1 and Why is Everyone Talking About It?
ByRicardoThe Chinese language AI startup DeepSeek releases DeepSeek-V3.1, it’s newest flagship language mannequin. It builds on the structure of DeepSeek-V3, including vital enhancements to reasoning, device use, and coding efficiency. Notably, DeepSeek fashions have quickly gained a popularity for delivering OpenAI and Anthropic-level efficiency at a fraction of the associated fee. Mannequin Structure and Capabilities…
The Definitive Guide to AI Agents: Architectures, Frameworks, and Real-World Applications (2025)
ByRicardoTable of contents What is an AI Agent? Why AI Agents Matter in 2025 Types of AI Agents Key Components of an AI Agent Leading AI Agent Frameworks in 2025 Practical Use Cases for AI Agents AI Agent vs. Chatbot vs. LLM The Future of Agentic AI Systems FAQs About AI Agents Conclusion What is…
ByteDance Just Released Trae Agent: An LLM-based Agent for General Purpose Software Engineering Tasks
ByRicardoByteDance, the Chinese tech giant behind TikTok and other global platforms, has officially released Trae Agent, a general-purpose software engineering agent powered by large language models (LLMs). Designed to execute complex programming tasks via natural language prompts, Trae Agent offers a highly capable and extensible Command-Line Interface (CLI), redefining how developers can interact with their…
Building a Context-Folding LLM Agent for Long-Horizon Reasoning with Memory Compression and Tool Use
ByRicardoIn this tutorial, we discover the best way to construct a Context-Folding LLM Agent that effectively solves lengthy, complicated duties by intelligently managing restricted context. We design the agent to interrupt down a massive job into smaller subtasks, carry out reasoning or calculations when wanted, and then fold every accomplished sub-trajectory into concise summaries. By…
H Company Releases Holo1.5: An Open-Weight Computer-Use VLMs Focused on GUI Localization and UI-VQA
ByRicardoH Company (A french AI startup) releases Holo1.5, a household of open basis imaginative and prescient fashions purpose-built for computer-use (CU) brokers that act on actual consumer interfaces by way of screenshots and pointer/keyboard actions. The launch consists of 3B, 7B, and 72B checkpoints with a documented ~10% accuracy acquire over Holo1 throughout sizes. The…
