Learn how to Construct Reminiscence-Powered Agentic AI That Learns Repeatedly By Episodic Experiences and Semantic Patterns for Lengthy-Time period Autonomy

On this tutorial, we discover tips on how to construct agentic techniques that assume past a single interplay by using reminiscence as a core functionality. We stroll by how we design episodic reminiscence to retailer experiences and semantic reminiscence to seize long-term patterns, permitting the agent to evolve its behaviour over a number of periods. … Read more

Evaluating the Prime 4 Agentic AI Browsers in 2025: Atlas vs Copilot Mode vs Dia vs Comet

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Agentic AI browsers are shifting the mannequin from ‘answering concerning the internet’ to working on the internet. In 2025, 4 AI browsers outline this house: OpenAI’s ChatGPT Atlas, Microsoft Edge with Copilot Mode, The Browser Firm’s Dia, and Perplexity’s Comet. Every makes completely different design selections round autonomy, reminiscence, and privateness. This text compares their … Read more

Cerebras Releases MiniMax-M2-REAP-162B-A10B: A Reminiscence Environment friendly Model of MiniMax-M2 for Lengthy Context Coding Brokers

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Cerebras has launched MiniMax-M2-REAP-162B-A10B, a compressed Sparse Combination-of-Consultants (SMoE) Causal Language Mannequin derived from MiniMax-M2, utilizing the brand new Router weighted Professional Activation Pruning (REAP) technique. The mannequin retains the habits of the unique 230B complete, 10B energetic MiniMax M2, whereas pruning consultants and lowering reminiscence for deployment targeted workloads resembling coding brokers and gear … Read more

JPMorgan doesn’t need to pay Frank founder Charlie Javice’s authorized payments

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JPMorgan Chase says it’s been billed a complete of $142 million in authorized charges for the protection of Charlie Javice and Olivier Amar, respectively the founder and chief advertising and marketing officer at monetary assist startup Frank. JPMorgan acquired Frank for $175 million in 2021, however earlier thai yr, Javice and Amar have been discovered … Read more

Jury says Apple owes Masimo $634M for patent infringement

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A federal jury in California dominated Friday that Apple should pay medical gadget maker Masimo $634 million for infringing a patent on blood oxygen monitoring expertise. Reuters reports that the jury discovered that the Apple Watch’s exercise mode and coronary heart price notification options violated Masimo’s patent. “It is a important win in our ongoing … Read more

Evaluating the High 5 AI Agent Architectures in 2025: Hierarchical, Swarm, Meta Studying, Modular, Evolutionary

In 2025, ‘constructing an AI agent’ largely means selecting an agent structure: how notion, reminiscence, studying, planning, and motion are organized and coordinated. This comparability article appears at 5 concrete architectures: Hierarchical Cognitive Agent Swarm Intelligence Agent Meta Studying Agent Self Organizing Modular Agent Evolutionary Curriculum Agent Comparability of the 5 architectures Structure Management topology … Read more

MBZUAI Researchers Introduce PAN: A Basic World Mannequin For Interactable Lengthy Horizon Simulation

Most textual content to video fashions generate a single clip from a immediate after which cease. They don’t preserve an inside world state that persists as actions arrive over time. PAN, a brand new mannequin from MBZUAI’s Institute of Basis Fashions, is designed to fill that hole by appearing as a common world mannequin that … Read more

Disney and YouTube TV attain deal to finish blackout

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After a two-week blackout, YouTube TV and Disney introduced Friday that they’ve reached a deal. Along with bringing Disney networks like ABC, ESPN, and FX again to YouTube’s streaming TV service, the deal will even see ESPN make its new direct-to-consumer service out there on YouTube TV at no extra value. YouTube will even be … Read more

Find out how to Design a Totally Interactive, Reactive, and Dynamic Terminal-Primarily based Knowledge Dashboard Utilizing Textual?

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On this tutorial, we construct a complicated interactive dashboard utilizing Textual, and we discover how terminal-first UI frameworks can really feel as expressive and dynamic as trendy net dashboards. As we write and run every snippet, we actively assemble the interface piece by piece, widgets, layouts, reactive state, and occasion flows, so we are able … Read more