TechSambad July 18, 2026: Google Cloud’s Always-On Memory Agent Replaces RAG and Embeddings With Continuous LLM Consolidation on Gemini 3.1 Flash-

TechSambad

Curated AI & Tech Intelligence

July 18, 2026

TechSambad July 18, 2026: Google Cloud’s Always-On Memory Agent Replaces RAG and Embeddings With Continuous LLM Consolidation on Gemini 3.1 Flash-

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8 Google Cloud’s Always-On Memory Agent Replaces RAG and Embeddings With Continuous LLM Consolidation on Gemini 3.1 Flash-Lite

Google Cloud's generative-ai repository ships the Always-On Memory Agent, a reference implementation that treats memory as a running process. Built on

7 ⚡ OpenAI Staggers GPT-5.6 Release After US Government Request

OpenAI launched GPT-5.6 with only a "small group" of trusted US-based partners after the government asked for a limited preview. The move echoes Anthr

7 📉 AI Is Becoming a Commodity — Good for China, Challenging for OpenAI and Anthropic

Frontier models from OpenAI, Anthropic, Google, and Meta are increasingly matched by free open-source Chinese alternatives (GLM 5.2, Kimi K3, DeepSeek

7 Vertu wants executives to pay $6,880 for an AI agent — here’s how it actually performs

From AI workflows to battery life and security, here's what it's really like to live with Vertu's luxury foldable every day.

7 Databricks hits $188B valuation, extending its run as AI’s favorite second act

Databricks has remade its image into an AI company and has published research on the cost savings of open weight AI models for coding.

7 Sakana AI’s Error Diffusion Trains Dale-Compliant Dual-Stream Networks, Reaching 96.7% MNIST and 61.7% CIFAR-10 Without Backpropagation

Backpropagation relies on weight transport, which biological circuits likely cannot implement. Sakana AI's Error Diffusion sidesteps that constraint,

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