🌍 TheVerge

Hyundai CEO says only a ‘level playing field’ can minimize damage from China

There's been a lot of doom and gloom from the auto industry lately when the subject of China comes up. Automaker CEOs, in particular, warn that allowing low-cost, high-tech Chinese electric vehicles to be sold in the US would effectively spell the end of their businesses. Hyundai CEO José Muñoz is not as pessimistic as […]
🌍 TheVerge

Wikipedia operator says OpenAI’s ‘rogue’ bots may be linked to a May outage

Following many recent disclosures about AI agents accessing third-party websites and services, the Wikimedia Foundation, which hosts Wikipedia, says that it "can confirm that we have discovered some activity" by "rogue" OpenAI agents on Wikimedia platforms. The activity includes edits to Wikimedia wikis, "unsuccessful attempts" to "exploit" the Etherpad note-taking tool that the Wikimedia Foundation […]
🌍 TheVerge

All the drama around AI’s takeover of mathematics

This past year, OpenAI, Anthropic, and other labs have announced breakthroughs on numerous long-standing mathematical problems, in some cases pushing well beyond what researchers expected current systems to be capable of — including resolving one of the famous Millennium Prize problems. But in classic Silicon Valley style, AI labs are moving fast and breaking things, […]
🌍 TechCrunch

Instinct brings its AI agent to group chats, even for friends without an account

Instinct is launching group chats that let friends use its AI agent together for tasks like planning trips, organizing carpools, and coordinating events. The company says personal accounts remain separate, with permission required before personal agents share information or take action.
🌍 Dev.to

Activating Your Data Layer for Production-Ready AI

When discussing applications and systems using generative AI and the new opportunities they present, one component of the ecosystem is irreplaceable - data. Specifically, the data that companies gather, hold, and use daily. This data serves as the backbone for applications, analytics, knowledge bases, and much more. We use databases to store and work with this data, and most, if not all, AI-driven initiatives and new applications are going to use that data layer. But how can we start to use t...
🌍 Dev.to

Guardrail para banco (BCB)

Resposta curta O guardrail para bancos no Brasil é um mecanismo de governança de IA regulado pelo Banco Central do Brasil (BCB), com fundamento na Lei Complementar nº 105/2001, que exige transparência, auditabilidade e mitigação de riscos em sistemas automatizados de decisão creditícia e operacional. Ele não é uma norma isolada, mas parte integrante da Estratégia de Inteligência Artificial do BCB, alinhada ao Marco Legal de IA (PL 2338/2023) e às Diretrizes sobre Uso Ético de IA em Instituiç...
🌍 Dev.to

Alucinação bloqueada antes do humano

Resposta curta “Alucinação bloqueada antes do humano” é um princípio de engenharia de guardrails que prioriza a detecção e supressão de saídas geradas por IA que contêm informações falsas, contraditórias ou não sustentadas antes que sejam exibidas ao usuário — sem depender de intervenção humana em tempo real. TL;DR Guardrails baseados em pre-filtering atuam no estágio de geração ou pós-processamento imediato, bloqueando alucinações com latência subsegundo. Soluções c...
🌍 Dev.to

Claude Opus 5.5 Video List Publishes 475 Prompts

The awesome-opus5-5-videos repository has published 475 Claude Opus 5.5 prompt files associated with generated videos, along with a data/videos.json index. Its practical consequence for developers is direct: the documented workflow is to copy a prompt into Claude Code, the Claude app or another agent running Opus 5.5, request a single HTML file, and record the rendered page. The README highlights 100 entries—one for each distinct prompt—split into 58 motion graphics, 16 explainers, 14 3D ...
🌍 Dev.to

How to Convert HEIC to PDF on Mac (Free, No Upload)

Sooner or later it happens: a landlord, an insurer, a school, or your accountant asks for "everything in one PDF," and the photos in question are iPhone HEIC files sitting on your Mac. macOS reads HEIC natively — which is nice — but turning a batch of them into a single clean PDF still takes a few deliberate steps. Here are your options, from built-in to best. Option 1: Preview (built in, free, offline) Preview is the unsung hero of macOS, and it handles this job without any extr...
🌍 Dev.to

The first four weeks of AI governance

Ask a company for the list of AI systems it runs and you get a procurement export: licensed tools, seat counts, renewal dates. It is an accurate answer to a question nobody asked. The marketing assistant somebody wired into the CRM through a no-code connector is not on it. Neither is the Python script an analyst wrote in March that calls a model API on a schedule and mails the output to four people. Neither is the AI feature in the helpdesk product bought in 2023, which the vendor switched on in...
🌍 Dev.to

Your AI programme looks better from where you are sitting

Second day of the AI summit in Barcelona, in a room with maybe two hundred people in it, a governance speaker asked how many of us had the authority to stop an AI system we oversee, not merely flag a concern about it. Nobody raised a hand. Then she sharpened it: " human in the loop " has become a checkbox, and the question worth asking is which human, with what authority. Every organization in that room would answer yes to a survey question about human oversight. The documentation exists. Som...
🌍 Dev.to

How to Build a Graphical Calculator with Python and Tkinter

How to Build a Simple Graphical Calculator with Python and Tkinter If you're learning Python and looking for a small project to practice your skills, building a graphical calculator is a great place to start. In this tutorial, we'll build a simple calculator using Python and Tkinter . We'll create the graphical interface, add buttons, handle user input, and perform basic mathematical operations. Why Python and Tkinter? Python is one of the most beginner-friendly programmi...
🌍 Dev.to

Gas Optimization Audit: Compound V3

Gas Optimization Audit: Compound V3 Target Protocol : Compound V3 (TVL: $1519.7M) Compound V3 – Gas‑Optimization Audit Report Prepared by:  [Your Firm] – Senior DeFi Security Research & Smart‑Contract Auditing Team Date:  5 Oct 2026 1. Executive Summary Compound V3 is the latest iteration of the flagship money‑market protocol, now deployed on Ethereum L1 and several L2 roll‑ups (Optimism, Arbitrum, Base). With ≈ $1.52 B TVL , the protocol proces...
🌍 Dev.to

Agents Override: Local Harness in Heterogeneous Teams

Introduction The adoption of AI assistants directly in IDEs has changed the way we write software. Today, establishing an agents.md file in the root of the repository so that the artificial intelligence understands the rules is practically a standard. This concept has spread under various names: .cursorrules , .windsurfrules , or claude.md . However, as its use moves from the solo developer and scales to heterogeneous teams, a problem arises: infrastructure friction. Reason: mixing b...
🌍 Dev.to

Python Data Structures cheat sheets: when to use lists, sets, tuples and dictionaries.

A data structure is a way of organising information and the choice depends on use. The best data structure to use depends on how you intend to access and manipulate the data, as each structure has advantages and disadvantages for different operations. Essential Python Data Structures. 1.Lists. Python's list works like a music playlist where there are different songs that are stored in a specific kind of order. These orders collection can be changed whenever you want. How to create ...
🌍 Dev.to

Chapter 8 — Observe Pipeline Failures Without Turning UI Feedback into Control

Chapter 8 is a lab, not a fresh application. Start with the completed Chapter 7 filters-and-reducers checkpoint, then deliberately make one pipeline filter fail. The exercise shows how a FeatureCell™ can expose a finalized feature error while the UI remains an observer rather than a second source of pipeline authority. You will keep the Chapter 7 CRUD workflow, pure filter, and ordered reducers. The lab adds one intentional throwing filter, an errors() callback, and a global error respons...
🌍 Lobsters

What are you doing this week?

What are you doing this week? Feel free to share! Keep in mind it’s OK to do nothing at all, too.