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Dev.to

Emulare geolocalizzazione, viewport e user agent con Chrome DevTools (anche nei test automatizzati degli agenti)

<blockquote> <p>Simulare capacità del device in modo ripetibile: dalla feature “Near Me” ai flussi E2E, senza dipendere da hardware reale o permessi locali.</p> </blockquote> <h2> Perché l’emulazione del device conta davvero </h2> <p>Molte feature moderne non sono “solo UI”: dipendono da capacità e segnali del dispositivo. Un classico è la funzionalità <strong>“Near Me”</strong> basata su <strong>Geolocation API</strong>: in locale funziona, poi in QA salta perché il browser chiede permessi, per

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MIT Tech ReviewResearch

A startup claims it broke through a bottleneck that’s holding back LLMs

Miami-based AI startup Subquadratic came out of stealth mode last month with a huge claim. It announced that it had solved a mathematical bottleneck that had been holding back large language models for almost a decade. The details were thin, and many people were unconvinced. But Subquadratic has started to bring the receipts, sharing the…

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Dev.to

The Agentic Development Manifesto

<h1> Manifesto for Agentic Development </h1> <p>We are uncovering better ways of building software with AI agents. Through this work we have come to value:</p> <p><strong>Declared intent over inferred behavior</strong></p> <p><strong>Verified properties over reviewed code</strong></p> <p><strong>System coherence over unit throughput</strong></p> <p><strong>Named essence over accumulated features</strong></p> <p>That is, while there is value in the items on the right, we value the items on the le

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Dev.to

Feature, Capability, or Native: How Software Teams Define AI

<p>There are three distinct ways AI shows up in a software product, and engineers tend to be able to tell them apart faster than marketing copy can. A <strong>feature</strong> is AI added to a workflow that already worked without it. A <strong>core capability</strong> is AI used consistently across an organization's existing systems. An <strong>AI-native</strong> product is one whose architecture assumes AI from the start, meaning it genuinely can't function without it, not just function a littl

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Dev.to

CSS moderno per contenuti dinamici: lascia decidere lo stile ai dati (senza if in JavaScript)

<blockquote> <p>Con data-attribute, typed custom properties e style queries puoi adattare icone e varianti UI in base a valori reali (pioggia leggera/forte, sole, nuvole).</p> </blockquote> <p>Quando il contenuto è dinamico (arriva da un’API, da un CMS o da un feed), spesso finiamo per mettere in JavaScript anche logiche puramente “visive”: scegliere un’icona, impostare una variante, cambiare un colore in base a una soglia.</p> <p>Il problema non è solo la quantità di codice: è che stai mescolan

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WiredBusiness

Try One of macOS 27’s Best Features Right Now

Apple’s fall macOS release will let you build Shortcuts by typing what you want to happen. But Claude Code and Codex users don’t have to wait.

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Try One of macOS 27’s Best Features Right Now
The Hacker NewsSecurity

Forget Data Leakage: Shadow AI's Real Threat Is Access Control

The first wave of enterprise AI concern was straightforward. It was simply employees pasting sensitive data into public AI tools. Security teams responded with usage policies, domain blocks, and data loss prevention rules. That response made sense at the time. It doesn't fit the problem anymore. Shadow AI has shifted from a data leakage concern to an access control problem. The threat isn't

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Forget Data Leakage: Shadow AI's Real Threat Is Access Control
MarkTechPostResearch

Liquid AI Introduces LFM2.5-Embedding-350M and LFM2.5-ColBERT-350M: Dense Bi-Encoder and Late-Interaction Models for Fast Multilingual Search Across 11 Languages

Liquid AI's LFM2.5 Retrievers combine a dense bi-encoder and ColBERT late-interaction model for multilingual search on edge devices. The post Liquid AI Introduces LFM2.5-Embedding-350M and LFM2.5-ColBERT-350M: Dense Bi-Encoder and Late-Interaction Models for Fast Multilingual Search Across 11 Languages appeared first on MarkTechPost .

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Liquid AI Introduces LFM2.5-Embedding-350M and LFM2.5-ColBERT-350M: Dense Bi-Encoder and Late-Interaction Models for Fast Multilingual Search Across 11 Languages
Hacker News AILLMs

Estonia to give digital identities to AI agents

Article URL: https://www.euractiv.com/news/estonia-to-give-digital-identities-to-ai-agents/ Comments URL: https://news.ycombinator.com/item?id=48596949 Points: 3 # Comments: 0

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The DecoderBusiness

OpenAI researchers show small doses of "beneficial trait" training make AI models broadly safer and harder to manipulate

OpenAI researchers show that reinforcement learning on desired behavioral traits like truthfulness and corrigibility works across domains. Training on health data also improved deception detection, and the model scored better on 44 out of 53 benchmarks. The approach differs from Anthropic's constitution-based method. The article OpenAI researchers show small doses of "beneficial trait" training make AI models broadly safer and harder to manipulate appeared first on The Decoder .

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OpenAI researchers show small doses of "beneficial trait" training make AI models broadly safer and harder to manipulate
OpenClaw Commits

fix(cron): refuse keyless implicit isolated cron delivery inherited f…

<pre style='white-space:pre-wrap;width:81ex'>fix(cron): refuse keyless implicit isolated cron delivery inherited from shared agent-main bucket (#91685) Summary: - The PR changes isolated cron delivery resolution to reject keyless implicit delivery inherited from the shar ... targets into delivery context resolution, and cleans up direct cron sessions on unresolved delivery exits. - PR surface: Source +57, Tests +496. Total +553 across 8 files. - Reproducibility: yes. from source inspection: curr

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The Guardian AIBusiness

Jennifer Siebel Newsom’s new film shines a light on the human cost of unregulated social media

<p>California first lady’s Miss Representation: Rise Up studies the backlash against women in the era of algorithms and deepfakes</p><p>Life moves pretty fast. It is Monday lunchtime when Jennifer Siebel Newsom drops into the Guardian’s office in Washington, just a couple of blocks from the White House, for an interview to promote her new film. Less than two hours later her husband, the California governor, Gavin Newsom, <a href="https://www.theguardian.com/us-news/2026/jun/15/gavin-newsom-doj-i

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Jennifer Siebel Newsom’s new film shines a light on the human cost of unregulated social media
AI NewsBusiness

e2e-assure introduces Cumulo, the U.K.’s only sovereign, AI-driven, zero-day SOC platform to secure IT and OT environments

Built around digital twin technology and customer-dedicated AI models, Cumulo answers the recent announcement by GCHQ for AI Cyber Shield, enabling early identification of threats and vulnerabilities before incidents occur Abingdon, U.K., 19 June, – SOC-as-a-service provider, e2e-assure, today announced the launch of the updated Cumulo, the U.K.’s only sovereign, AI-first, IT/OT connected SOC platform, designed to help organisations defend […] The post e2e-assure introduces Cumulo, the U.K.’s on

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The DecoderBusiness

Google appeals ruling that made it directly liable for AI-generated search overview content

Google is appealing the ruling by Germany's Munich Regional Court, which held the company directly liable for inaccurate AI search results. The AI had falsely linked two Munich-based publishers to fraud schemes. Google calls them "minor errors," but the court saw it differently. The article Google appeals ruling that made it directly liable for AI-generated search overview content appeared first on The Decoder .

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Google appeals ruling that made it directly liable for AI-generated search overview content
Hacker News: Show HN

Show HN: Tracking iCal feed latency across O365/Google/Apple

We track a lot of iCal feeds at Timetastic[0] and I thought it'd be interesting to see if we could identify when Google or Outlook's iCal feed fetchers were down or slow because the latency can vary wildly from a few hours to days. We already log the timestamps and user agents for the feed checkins and we've got a rolling month's worth of data so this seemed like a nice little exercise I could do in the evening. [0] Nearly 3 million per month. People like iCal a lot! Full disclosure - I work at

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Hacker News: Show HN

Show HN: The Deconstructed VS Code

One wonders why VS Code has become a bloatware. I am sort of used to it freezing, and just doing its thing. I started with vim, Eclipse (yes yes!) then sublime text and at this point back to the terminal or a combination of VS Code with the agents. This did make me wonder where we are headed with IDEs? Are we ready to give them up finally? This is exploratory work using rust that looks through how VS works internally, rebuild parts and well push for modularization. Most of the codebase is workin

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Hacker News AILLMs

Why local AI – and why it matters

Article URL: https://nexusfoundation.ngo/why-local-ai Comments URL: https://news.ycombinator.com/item?id=48596379 Points: 3 # Comments: 0

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Hacker News LLMLLMs

How to Drive an LLM

Article URL: https://home.robusta.dev/blog/how-to-drive-an-llm Comments URL: https://news.ycombinator.com/item?id=48596318 Points: 3 # Comments: 0

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Hacker News LLMLLMs

What 'Getting Your Hands Dirty' Means at LLM-Era

Article URL: https://carette.xyz/posts/the_mud_and_the_mind/ Comments URL: https://news.ycombinator.com/item?id=48596273 Points: 8 # Comments: 1

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Hacker News: Show HN

Show HN: UAVs FYI – Drone database with supply chain data, API and CLI

Hi HN community, I want to share my UAV/drone database. I made this because have been tired to be asked about who makes it, where it"s made and who using Ardupilot. How it works: Just browse it. And if you want to put the info into your LLM, use API and CLI feature. Important: All the information is not classfied. It is sourced from public (web-pages, news, reports) and kind contributor from a research company. Kind feedback is very welcome! Comments URL: https://news.ycombinator.com/item?id=485

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The DecoderBusiness

Website "In the Weights" shows whether AI models know who you are

Two former OpenAI employees have built a website called "In the Weights" that reveals which people AI models can recall purely from their training data. A strength score of up to 996 shows how deeply a person is embedded, with Mozart, Shakespeare, and Taylor Swift topping the list. The article Website "In the Weights" shows whether AI models know who you are appeared first on The Decoder .

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Website "In the Weights" shows whether AI models know who you are
Hacker News Ask

Trillions of dollars spent just to work on customer services?

I came across a couple of articles discussing the bigger opportunities for AI companies to make money. It turns out there are pretty much six different ways to make money if I'm a founder or an operator. I'm not sure if the consensus from the venture capital world is entirely lagging behind what's actually going on, so that's why I'm asking this question. Here are a couple of ideas I saw recently: 1. AI Roll-ups: This is a very hot, sometimes overhyped topic. It involves buying companies that ar

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