Articles, lecture notes, news and events — organized in one multilingual knowledge and updates hub.
Recent updates, announcements and noteworthy changes.
OpenAI reported elevated error rates affecting ChatGPT Work Mode on September 3, 2026. The temporary disruption affected multiple ChatGPT components before all impacted services were fully restored.
SpentaCRM is an open-source B2B CRM project focused on rapid deployment, organization-specific customization, and a ZIP-based modular extension ecosystem.
Agent2Agent, or A2A, a protocol designed to help independent AI agents communicate and collaborate, is moving to the Agentic AI Foundation in a significant step toward more interoperable multi-agent systems.
OpenAI has introduced Presence, an enterprise product for deploying controlled and evaluated AI agents across voice and chat workflows, allowing agents to use company systems, take approved actions, and escalate to humans when necessary.
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Technical articles, research notes and teaching material organized for deeper reading.
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A practical guide to Google's lightweight multilingual EmbeddingGemma model, including Ollama, Sentence Transformers, RAG, MRL dimensions, use cases, and production tips.
A practical guide to Stable Diffusion 3.5 Medium and Large, including use cases, Diffusers and ComfyUI setup, prompting, memory optimization and ControlNet.
A complete guide to Nimble, Bespoke Labs’ 9B decision model: what it is, how it differs from chat LLMs, Ollama installation, model variants, System One API, typed decisions, agent guardrails, and CRM use cases.
A practical zero-to-one-hundred guide to Hermes Agent: installation, local models, memory, skills, MCP, browser automation, computer use, scheduling, messaging gateways, API access, security, hardware requirements, and real-world agent setups.
A practical introduction to Large Language Models, explaining how Transformers work, how prompts control behavior, what context windows mean, why hallucinations occur, and how LLMs safely interact with real APIs and software tools.
A practical guide to AI agents, covering agent loops, planning, reasoning, memory, tool calling, multi-step tasks, human oversight and production-ready agent architecture.
Cuckoo Hashing is a fast hashing technique designed to handle collisions using multiple possible locations for each key. Learn how insertion, lookup, cycles, rehashing, and its O(1) expected performance work.
