🌍 TechCrunch

Anthropic changes usage policy to ban model abuse and election interference

Anthropic's updated usage policy explicitly prohibits users from repeatedly abusing Claude in extreme cases, though ordinary frustration and criticism are still allowed. The new rules also address election interference, deceptive campaigns, weapons software, and surveillance.
🌍 TechCrunch

Google brings agentic AI to Gemini, starting with businesses

Google is turning Gemini into an AI agent that can plan, execute tasks, and work across business apps and systems. The agent can delegate work to subagents, use multiple AI models, and even gets its own workplace identity, complete with an email address.
🌍 TechCrunch

Ben Affleck is an AI nerd, and the internet is impressed

Ben Affleck is going viral for his deep knowledge of AI, from neural networks and transformers to open weights. The actor, who sold his AI filmmaking startup to Netflix earlier this year, is proving he's more than just a Hollywood star.
🌍 Dev.to

A company of AI agents that actually finishes things: board, handoffs, a gate, and a meter

I kept rebuilding the same failure: five agents in one chat window, no memory of what was blocked, and a "done" that nobody had checked. Better prompts did not fix it. A bigger model did not fix it either. Structure did. A company has a board, roles with defined handoffs, a gate before anything ships, and a budget someone is actually watching. So I wrote that scaffolding down as code instead of vibes: four Python modules, standard library only, plus a five-role roster and a demo you can run o...
Fine-tuning EfficientNetB0 for 104 flower classes: validation vs held-out test scores, honestly
🌍 Dev.to

Fine-tuning EfficientNetB0 for 104 flower classes: validation vs held-out test scores, honestly

I built a GPU transfer-learning workflow for 104-class flower recognition and tried to report it honestly, including the gap between validation and held-out test scores. Repo: https://github.com/officialpm/flower-classification This is an evaluated model workflow, not a deployed flower-identification product. The approach Verify TFRecord feature names, counts and that all 104 classes appear in training and validation. Load an ImageNet-pretrained Efficien...
🌍 Dev.to

intro

Hi, I’m Sakshi Yadav. I’m a 3rd-year B.Tech Computer Science student at Gyan Ganga Institute of Technology and Science, Jabalpur. I’m interested in software development and currently improving my skills in C++, JavaScript, and DSA. I’m a quick learner, enjoy connecting with people, and I’m always looking for opportunities to learn, build projects, and grow as a software engineer.
🌍 Dev.to

What I Learned Building My First Landing Card UI

This week I built my first landing card UI using only HTML and CSS, and it taught me more than I expected about the basics. I started with a simple card containing a heading, a short paragraph, and a button, and tried to make it look clean on both a laptop and a phone screen. The first lesson was structure. Using semantic HTML helped a lot: a main section for the page, a heading in the right order, and a real button element instead of a styled div. When the structure was clear, the CSS became...
🌍 Dev.to

Deleted User Avatar Still Loads: Trace Cache Identity Before Removing Assets

TL;DR: Moderate an edtech avatar at upload, publish a new opaque asset key only after approval, and replace the profile reference with a tombstone before deleting bytes. On-demand processing is the runner-up for private drafts and rarely viewed images. A versioned URL prevents a replacement from colliding with an older representation; it does not, by itself, make an already shared URL stop loading. Decision Upload-time processing On-demand processing Before an avatar goes...
🌍 Dev.to

Broadcom and Ford dropped NetIncomeLoss from their 2025 XBRL: a quick check for SEC tag changes

This week a five-ticker cash-flow check here on DEV came back without Ford's 2025 row. The data was there; the tag wasn't. Ford's 2025 10-K reports the year's result as ProfitLoss and never uses us-gaap:NetIncomeLoss , so a pipeline that asks for NetIncomeLoss sees Ford's annual figures stop at 2024. I wanted to know how common that is, so I checked every SEC filer. I build Equibles , which serves these SEC facts to ChatGPT and Claude over MCP, but everything below uses only SEC's fre...
Microfrontends + Microservices: How the Architecture Works, Why It Matters, and How Each Part Deploys on Its Own
🌍 Dev.to

Microfrontends + Microservices: How the Architecture Works, Why It Matters, and How Each Part Deploys on Its Own

The whole system on one page. Keep it open; we'll walk through every box. Picture a typical web shop. One team owns the product catalog, another owns orders, a third owns user profiles. In the beginning, everyone works in one frontend and one backend. It's simple, and that's fine. Then the company grows. Ten developers become fifty. Every release needs everyone to agree. A small bug on the profile page blocks the orders team from shipping. A routine library upgrade turns into a three-week...
🌍 Dev.to

Field Notes: A Local Gemma Doodle Deck for Touching Grass

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Field Notes is a minimal doodle-themed outdoor prompt deck for people who want to get off their screens without turning “go outside” into another productivity task. Tap draw a field note to get a tiny observation prompt. There is also a try local Gemma button that generates a fresh prompt when Gemma is running locally. When it is not, the offline deck takes over immedi...
🌍 Dev.to

Why wordpress?

Even though I can build and maintain websites from scratch and have done it in the past (before Gatsby Cloud was merged in with Netlify and GitHub decided to suspend my account [ this is another story ]). This time, I just wanted a place to write things upon without spending additional time on managing stuff. Yes, customising a site deign could be fun and I could just write on Medium. But, after the recent experience with GitHub, I wanted a better control over ownership of the posts and need ...
🌍 Dev.to

Cryptominers Are Targeting AI Servers: 5 Checks for Developers

Someone is using a poem on GitHub to coordinate a cryptomining botnet called PoeLLM, according to Lumen's Black Lotus Labs . Gamers, if you read that as "PoE" and thought of Path of Exile, there is some currency farming involved, but it's at the server owner's expense. Once installed on a compromised server, the malware translates selected words from the poem into an IP address. By editing those words, its operator can point infected machines to another command-and-control server. The com...
🌍 Dev.to

I built a programming language that speaks Urdu, Turkish, and Spanish — from an Android phone

English is the invisible gatekeeper of programming. Before you write your first if , you already need to read English. For 6 billion people, that's not a feature — it's a wall. Two years ago I started asking a simple question: what if programming keywords existed natively in the learner's mother tongue? The answer became NexusLang — an open-source, self-contained programming language where you write agar instead of if in Urdu, eğer in Turkish, si in Spanish. The compiler bridg...
I got Jev to zero mistakes. I'm still using Flash-Lite.
🌍 Dev.to

I got Jev to zero mistakes. I'm still using Flash-Lite.

Jev is a brilliant decision model. Gemini Flash-Lite is the cheap model nobody talks about. Here's what we measured picking between them, and why the pair is the cheapest setup of all. Jev is the most hyped model right now. TypeSafe's decision model doesn't chat and doesn't write. It reads some text and a list of options and returns calibrated probabilities over those options. A few hundred milliseconds, for almost nothing. Every feed I read has a post about it. We had a real job f...
🌍 Lobsters

Navier-Stokes lost in translation: Why Lean verification of AI autoformalisation does not guarantee correct natural language proofs

Autoformalisation is increasingly used to verify mathematical texts, including those generated by AI, as in OpenAI's announced proof of blow-up of solutions to the Navier-Stokes equations. In this process, an AI system translates the text from a natural language (NL) into a formal language such as Lean. Once this translation is done, the argument expressed in the formal language can easily be mechanically verified. The purpose of this article is to demonstrate why this process may offer no confi...
How to Create System Design Diagrams using Python
🌍 FreeCodeCamp

How to Create System Design Diagrams using Python

Creating system architecture design diagrams is an important part of technical documentation. As system complexity grows, clarity within teams becomes even more important. But creating diagrams from s
🌍 TheVerge

Amazon’s new Kids Tablets let parents manage access to the Google Play store

Alongside its new collection of Alexa Tablets that run Android with full access to the Google Play store, Amazon is introducing kid versions with similar functionality but the ability for parents to limit what software and content they have access to. The Amazon Kids Tablets also come with two different styles of colorful cases featuring […]
🌍 TheVerge

Artificial is a wicked satire that also sticks to the facts

At the New York Film Festival premiere of Artificial, Luca Guadagnino's satirical Sam Altman biopic, the director said onstage that "[when] someone wants to play God, that's very interesting to me." The idea of playing God, and power in general - who has it, who desperately wants it, and who will do anything to get […]
🌍 TheVerge

Can you trust Meta’s Muse or OpenAI’s Dots to run your life?

My Decoder guest today is Hayden Field, The Verge’s senior AI reporter, and we’re discussing the new wave of consumer-friendly AI agents. If you’ve been paying attention to this space, you know AI enthusiasts have been using agents for a minute now — homebrew OpenClaw setups led to a surge in Mac Mini sales earlier […]
🌍 TheVerge

Alexa Plus is better at running my home, but it’s not ready to run my life

Of all the things Alexa Plus can do, I never expected it to make me cry. Since my son left for college, the Echo Show in my office has been making then-and-now photo montages: the toddler with his first tennis racket next to the captain of his varsity team; me hugging him as a tween […]
🌍 TheVerge

Atari is bringing back one of its earliest 8-bit home computers

After resurrecting iconic consoles like the 2600 and Mattel's Intellivision, Atari is relaunching one of the brand's personal computers that originally debuted 43 years ago. The 800XL is a faithful recreation of the all-in-one 8-bit PC that's being resurrected as part of a collaboration with game developer and publisher Plaion. While most retro enthusiasts will […]
🌍 TheVerge

Google is launching a one-stop Gemini agent for your work tasks

Google is launching a "universal" Gemini AI agent that can work across apps and devices in the background. The tool, announced as part of the Gemini at Work event on Thursday, will be available within the Gemini Enterprise app, allowing users to chat with the Gemini agent and assign it tasks from a single interface. […]