GitHub Copilot for Beginners: How to Teach It to Understand Your Codebase

AI news brief: Copilot has released a beginner-focused tutorial on the GitHub Copilot app, explaining how to help Copilot get more familiar with your own codebase. The article highlights three setup directions: first, adding custom instructions and skills to your repository so Copilot can generate suggestions that follow your project’s conventions…

2026-10-12 · 2 min · 396 words · Judy

Helping Teens Learn, Plan, and Shape the Future of AI

A College Planner feature is coming to ChatGPT for Teens to help teen students manage the college application process. The update also brings several new features, including flashcards and quizzes for studying, plus a teen AI council that lets young users weigh in on product direction and how AI gets used.

2026-10-07 · 2 min · 291 words · Judy

Can India Turn AI Disruption into Job Growth?

AI News Brief: Sonal Varma, Chief Economist for Asia ex-Japan at Nomura, explores AI’s impact and opportunities for India’s job market in an opinion piece. The article’s core argument frames this as a shift from ‘K-shaped disruption to J-shaped opportunity’ — meaning early-stage AI development could split the job market into a K-shape, with high-skill and tech-related roles benefiting while low-skill or automatable roles get hit, widening the wealth and skills gap. But with the right policy intervention, this could turn into a J-shaped growth curve over the medium-to-long term — short-term disruption and adjustment followed by stronger employment and productivity gains. The piece stresses that policymakers have only a ’limited window’ to act, implying that delayed action risks missing that window and letting the negative effects of K-shaped divergence harden into structural unemployment and inequality, rather than becoming an opportunity to create new jobs. The accompanying image shows a large job fair at Talkatora Stadium in New Delhi, India on June 18, 2025, echoing the real-world pressure on India’s job market. Since the original summary leans toward opinion commentary without specific policy recommendations, data metrics, or industry details, see the original article link for the actual mechanisms and quantitative analysis.

2026-10-07 · 2 min · 409 words · Judy

Reddit Kills RSS Feeds and Shuts Off Public API Access to Block AI Bot Scraping

AI news brief: Reddit announced it will end support for RSS feeds on November 13, citing RSS becoming a common channel for large-scale scraping and automated abuse. The move has drawn backlash from open-web advocates — RSS rose during the blogging era as a standardized way for users to subscribe to site updates, Google once ran the most popular RSS service before shutting it down in 2013, and the market shifted to independent apps like Feedly.

2026-10-01 · 3 min · 550 words · Judy

MCP Agents Need Source-Aware Verification

AI News Brief: The ProvenanceGuard paper proposes a method called Source-Aware Factuality Verification, designed to address a common error made by MCP (Model Context Protocol)-based LLM agents when citing sources, known as cross-source conflation (cros…

2026-09-29 · 3 min · 538 words · Judy

Japan's Sumitomo Life Deploys AI for Tailor-Made Insurance Contracts

AI News Brief: Starting next fiscal year, Sumitomo Life Insurance will roll out an AI system for its sales agents that can quickly generate tailor-made insurance product recommendations based on individual customer needs. The system’s main goal is to help agents adapt to changes in insurance sales regulations while improving sales process efficiency within regulatory requirements. The original summary only mentions that the system will launch next fiscal year, target sales agents, and that its core function is quickly producing customized policy proposals — it does not…

2026-09-26 · 2 min · 364 words · Judy

Google Launches 'CC', an AI Agent to Help Families Run Household Tasks

AI news brief: Google is repositioning this AI agent, originally tied to its Gemini personal assistant, as a household collaboration tool that lets family members share email, calendars, and to-do lists managed and coordinated by AI, with features like organizing the whole family’s calendar, filling out forms, generating shopping lists, and helping plan meals.

2026-09-19 · 2 min · 395 words · Judy

A Practical Guide to Helping Older Adults Bring AI Into Everyday Life

AI News Brief: OpenAI is partnering with AARP to offer free in-person ChatGPT workshops for 1,000 older adults across 10 US cities, helping them use AI skills safely and practically in everyday life. The program focuses on hands-on teaching, letting seniors learn how to use ChatGPT for daily tasks through real practice, while building trust and judgment around AI tools to avoid scams or misuse…

2026-09-16 · 2 min · 320 words · Judy

FamilyMart Partners with AI to Develop Sweets, Hopes to Quickly Tap Into Trends

AI News Brief: FamilyMart will launch an AI-conceived sweet this month, part of its effort to use generative AI to develop new products and capture consumer trends. The Japanese convenience store chain believes that compared to mainstay items like rice balls and bento boxes, sweets rely more heavily on novelty and buzz to attract customers, making them a better testing ground for AI-generated new products. The report also notes that after adopting the related technology, the company has been able to cut labor on some workflows by about 20%.

2026-09-15 · 2 min · 369 words · Judy

SoftBank Group Shares Plunge 11% After OpenAI Denies IPO Plans This Year

AI News Brief: OpenAI announced it will delay its initial public offering (IPO) plans and joined calls to slow down development of more powerful AI models, and following the news, SoftBank Group’s stock plunged on Monday Tokyo time. Rising concerns over AI safety have dragged down Asian tech stocks broadly, while climbing oil prices further dampened investor sentiment. Anthropic CEO Dario Amod…

2026-09-14 · 2 min · 390 words · Judy
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