European Commission A new digital package, including a “Digital Omnibus” and an “AI Omnibus”, has been proposed to streamline and align elements of the EU AI Act, the GDPR, the …
adaptive
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Generative AI
A coding implementation for designing a stateful tutor agent with long-term memory, semantic recall, and adaptive practice generation
In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-term chat interactions and learns continuously over time. We design the system to retain user preferences, …
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AI News
Google AI introduces Natively Adaptive Interface (NAI): an agentic multimodal accessibility framework built on Gemini for adaptive UI design
Google Research is proposing a new way of creating accessible software with Natively Adaptive Interfaces (NAI), an agentic framework where a multimodal AI agent becomes the primary user interface and …
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AI News
Anthropic releases Cloud Opus 4.6 with 1M context, agentic coding, adaptive logic control, and expanded security tooling capabilities
Anthropic has launched Cloud Opus 4.6, its most capable model to date, focused on long-context reasoning, agentic coding, and high-value knowledge work. This model is built on Cloud Opus 4.5 …
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AI News
How to create multi-layered LLM security filters to protect against adaptive, interpretive, and adversarial accelerated attacks
In this tutorial, we build a robust, multi-layered security filter designed to protect large language models from adaptive and interpretable attacks. We combine semantic similarity analysis, rule-based pattern detection, LLM-driven …
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Generative AI
How to Design an Agent AI Architecture with Langgraph and OpenAI Using Adaptive Deliberation, Memory Graphs, and Reflexion Loops
In this tutorial, we go beyond simple planner, executor loops to create truly advanced agent AI systems using Langgraph and OpenAI models. We implement adaptive deliberation, where the agent dynamically …
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Machine Learning
Beyond vector search: building an adaptive retrieval router for agentic AI systems.
Author(s): abi Originally published on Towards AI. A practical guide to making recovery a learnable decision layer with code, architecture, and production trade-offs. Vector search works great for “one question, …
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AI Tools
How to build an adaptive meta-reasoning agent that dynamically chooses between fast, deep, and tool-based thinking strategies
We start this tutorial by building a meta-reasoning agent that decides how to think before it thinks. Instead of applying the same reasoning process to every question, we design a …