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Friday, November 6, 2026
Feature
Facebook Accused of Hosting AI Deepfake Scam Ads, Allegedly Profiting $16 Billion
Mark Cuban claims Facebook knowingly allowed fraudulent AI ads, sparking debate on tech giants' responsibility.
Why it mattersAI systems capable of generating realistic deepfakes present ethical dilemmas, especially when deployed at scale by major platforms. Developers must prioritize transparency and control mechanisms to mitigate misuse and maintain public trust.
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Each morning: models, tools, research, and conversations distilled from across the web — with why they matter for builders.
Around the Web
AI Scams and Controversies
Top Hacker News discussion.
finance.yahoo
Top Hacker News discussion.
cbc
AI Agents Taking Over
I want to share something I've been experimenting with recently. Not claiming this is some revolutionary architecture or that I've solved RAG. I'm just curious if anyone else has tried something similar. I was building…
r/AI_Agents
After about a year, I decided to start doing sales again because my company needs a reliable source of new clients. Most of the current ones came through recommendations from past clients, friends, and partners, but inb…
r/AI_Agents
Tools
在 dsh 里装上这个插件即可，无需登录、注册或填 API Key，就能使用包括 DeepSeek V4.1 Flash、Kimi K3 在内的前沿模型——完全免费，不限量。 All you do is install this plugin in dsh: no login, no sign-up, no API key — the frontier m…
github | stars 63,876
Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input.
github | stars 41,021
Build
How Sensible Harness can help teams create an AI-first delivery environment
thoughtworks
In this article, we’ll look at how LLM caching works in detail.
blog.bytebytego
How Jev can help improve the efficiency of RAG pipelines
thoughtworks
Research
Quantization reduces the memory and bandwidth demands of large language model (LLM) inference but can degrade accuracy; offloading higher-precision data can instead stall generation. We introduce StrataFlux, a framework…
arxiv
Self-improving embodied agents are increasingly being developed and compared on robot simulation benchmarks. Several recent works expose the benchmark's success criteria to the learning agent, a practice we call Criteri…
arxiv
LLM-guided evolutionary search uses AI agents to improve programs for mathematical and computational problems by iteratively refining solutions and combining high-scoring methods. However, the process is often slow beca…
arxiv
Playbooks
We compared seven browser toolsets for Deep Agents, picked Stagehand from Browserbase, and tuned it with LangSmith traces and evals. Here's what we learned.
langchain
Foundry hosted agent isolation exposes two independent controls. User isolation identifies whose data may be used. At the same time, Foundry hosted session isolation identifies where code and files continue to live. For…
devblogs.microsoft
main.content table { display:block; width:100%; max-width:100%; overflow-x:auto; } #evaluation-prompt pre { background:var(--bs-body-bg); color:var(--bs-body-color); padding:18px; border:1px solid var(--bs-border-color)…
hamel
News
Learn how to build a serverless Model Context Protocol (MCP) server on Amazon ECS with AWS Fargate that gives AI agents secure, metadata-driven access to an enterprise data lake. Exposing a new dataset requires only a J…
aws.amazon
Amazon SageMaker Inference now supports GPU partitioning with NVIDIA Multi-Instance GPU (MIG), which divides one GPU into hardware-isolated partitions so you can run a different model in each or take a right-sized fract…
aws.amazon
WebStorm 2026.3 is now available! Building a UI feature with an AI agent often involves more switching between tools than actual coding. You copy values out of Figma, hunt for the right story in Storybook, write the pro…
blog.jetbrains