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These Genetically Modified Mice Make Their Own ‘Ozempic’

The popularity of Ozempic and Wegovy as diabetes and weight loss medications has skyrocketed. But how far would people go to avoid one of their major drawbacks—the need for weekly injections? A study out today shows it’s possible to genetically modify mice to make their own Ozempic-like drugs. Scientists in Japan led the research, which involved gene-editing mice’s livers to produce an internal supply of exenatide, a first-generation GLP-1 drug. The edited mice were able to sustain levels of th

Pinecone founder Edo Liberty explores the real missing link in enterprise AI at TechCrunch Disrupt 2025

At TechCrunch Disrupt 2025, the AI conversation goes deeper than just the latest models. On one of the AI Stages, Edo Liberty, founder and CEO of Pinecone, will deliver a session that challenges one of the most persistent assumptions in the field — that raw intelligence alone is enough. With 10,000+ startup and VC leaders expected in San Francisco from October 27–29, this fireside chat and presentation is one of the must-attend moments for anyone building AI systems that actually work in the rea

Scaling agentic AI: Inside Atlassian’s culture of experimentation

Scaling agentic AI isn’t just about having the latest tools — it requires clear guidance, the right context, and a culture that champions experimentation to unlock real value. At VentureBeat’s Transform 2025, Anu Bharadwaj, president of Atlassian, shared actionable insights into how the company has empowered its employees to build thousands of custom agents that solve real, everyday challenges. To build these agents, Atlassian has fostered a culture rooted in curiosity, enthusiasm and continuous

Zoom's AI gets a huge productivity upgrade - here's what it can do now

alexsl/Getty Images Zoom's AI assistant just got another agentic upgrade. The company announced Wednesday that its AI Companion, unveiled close to two years ago, can now connect with 16 third-party apps -- all without forcing the user to leave Zoom. Also: How ChatGPT actually works (and why it's been so game-changing) The AI Companion can now more seamlessly assist sales and customer service professionals, for example, by connecting directly with apps like Salesforce and Zendesk. It can also

iPod Linux (2017)

Welcome to the home of the ! iPodLinux is an open source venture into porting Linux onto the iPod (https://www.apple.com/ipod/). So far, we have successfully ported a customized uClinux (http://www.uclinux.org) kernel to the iPod, and written a simple user interface for it dubbed podzilla. Additional applications and modules have been written, adding many capabilities not found in Apple's firmware. iPodLinux is currently safe to install on 1st, 2nd, and 3rd generation iPods. Software Developmen

ESIM Security

In a result of its research investigation efforts, Security Explorations, a research lab of AG Security Research company, conducted security analysis of eSIM technology. This section of our website presents initial information regarding the project. Notes We broke security of Kigen(*) eUICC card with GSMA consumer certificates installed into it. The eUICC card makes it possible to install the so called eSIM profiles into target chip. eSIM profiles are software representations of mobile subsc

Best Dyson Vacuum Cleaners of 2025: I Put the Best-Known Vacuum Brand to the Test

There are many key factors we look at when helping you decide on a Dyson vacuum. Here are some of the ones we use to weigh scoring. Sarah Tew/CNET Cordless vs. corded Cordless Dyson models (V-series, Gen5) prioritize portability for quick cleanups and multi-level homes but are limited by battery life. Generally, CNET only tests cordless vacuums in our testing lab, but that doesn't mean corded isn't the right choice. Our lab testing shows that most Dyson vacuums we recommend can last between 3

iPod Linux – Linux for Your iPod

Welcome to the home of the ! iPodLinux is an open source venture into porting Linux onto the iPod (https://www.apple.com/ipod/). So far, we have successfully ported a customized uClinux (http://www.uclinux.org) kernel to the iPod, and written a simple user interface for it dubbed podzilla. Additional applications and modules have been written, adding many capabilities not found in Apple's firmware. iPodLinux is currently safe to install on 1st, 2nd, and 3rd generation iPods. Software Developmen

RapidRAW: A non-destructive and GPU-accelerated RAW image editor

RapidRAW A beautiful, non-destructive, and GPU-accelerated RAW image editor built with performance in mind. RapidRAW is a modern, high-performance alternative to Adobe Lightroom. It delivers a feature-rich, beautiful editing experience in a lightweight package (under 30MB) for Windows, macOS, and Linux. I developed this project as a personal challenge at the age of 18. My goal was to create a high-performance tool for my own photography workflow while deepening my understanding of both React

MCP isn’t KYC-ready: Why regulated sectors are wary of open agent exchanges

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now For something launched in November, the Model Context Protocol (MCP) has begun amassing a large number of users, all but guaranteeing the mass adoption needed to make it an industry standard. But there is a subset of enterprises that are not joining the hype for now: regulated industries, especially financial institutions. Banks and other

Supabase MCP can leak your entire SQL database

Model Context Protocol (MCP) has emerged as a standard way for LLMs to interact with external tools. While this unlocks new capabilities, it also introduces new risk surfaces. In this post, we show how an attacker can exploit Supabase’s MCP integration to leak a developer’s private SQL tables. The Problem LLMs are often used to process data according to pre-defined instructions. The system prompt, user instructions, and the data context is provided to the LLM as text. [ SYSTEM PROMPT ] You ar

Exploring Coroutines in PHP

The term "coroutine" often comes up when talking about asynchronous or non-blocking code, but what does it actually mean? In this post, we will explore coroutines as a concept and see how PHP supports them through Generators and Fibers. Whether you're building pipelines, CLI tools, or preparing to dive into concurrency, understanding coroutines is an essential first step. What are Coroutines? A coroutine is a function. However, where a regular function continuously runs from top to bottom unti

Linux Foundation adopts A2A protocol to help solve one of AI's most pressing challenges

koto_feja/Getty Images The Linux Foundation announced at the Open Source Summit in Denver that it will now host the Agent2Agent (A2A) protocol. Initially developed by Google and now supported by more than 100 leading technology companies, A2A is a crucial new open standard for secure and interoperable communication between AI agents. Also: What are AI agents? How to access a team of personalized assistants In his keynote presentation, Mike Smith, a Google staff software engineer, told the con

A million customer conversations with AI agents yielded this surprising lesson

Mykyta Atamanchuk/Getty Images Salesforce has had over one million AI agent-customer conversations. The company launched AI agents on its Salesforce Help site in October 2024, a full-screen experience that makes getting support simpler and more intuitive. With more than 60 million visits each year, Salesforce Help offers a wide range of product content through organized directories, search, and direct support. Having handled a million support requests since the launch of AI agents, Salesforce

What is going on in Unix with errno's limited nature

You're using a tool with a too-generic User-Agent You're probably reading this page because you've attempted to access some part of my blog (Wandering Thoughts) or CSpace, the wiki thing it's part of. Unfortunately whatever you're using to do so has a HTTP User-Agent header value that is too generic or otherwise excessively suspicious. Unfortunately, as of early 2025 there's a plague of high volume crawlers (apparently in part to gather data for LLM training) that behave like this. To reduce th

Tulum Energy rediscovered a forgotten hydrogen tech and used it to raise $27M

It was a mistake that was ahead of its time. Between 2002 and 2005, engineers with the Techint Group were trying to dial in a new electric arc furnace for a steelmaker when they noticed something odd. The carbon electrodes, rather than breaking down, were growing larger. The team had inadvertently created what’s known as a pyrolysis reaction, which is basically burning something in the absence of oxygen. In this case, the furnace was splitting methane into pure hydrogen and pure carbon. The te

LookingGlass: Generative Anamorphoses via Laplacian Pyramid Warping

Anamorphosis refers to a category of images that are intentionally distorted, making them unrecognizable when viewed directly. Their true form only reveals itself when seen from a specific viewpoint, which can be through some catadioptric device like a mirror or a lens. While the construction of these mathematical devices can be traced back to as early as the 17th century, they are only interpretable when viewed from a specific vantage point and tend to lose meaning when seen normally. In this p

Apple and Masimo back in court over Apple Watch import ban appeal

Today, Apple appeared before the U.S. Court of Appeals for the Federal Circuit in an effort to overturn a ruling that blocked U.S. sales of Apple Watches with blood-oxygen sensors back in late 2023. Here’s how it went. A quick refresher The legal dispute between Apple and Masimo began in 2021, when the medical technology company accused Apple of infringing several of its patents related to blood-oxygen sensing. In 2023, the U.S. International Trade Commission (ITC) sided with Masimo, finding

Apple is still trying to overturn the ban on the Apple Watch blood oxygen sensor

The company is attempting to unwind the decision with the US Court of Appeals for the Federal Circuit. Apple is making another attempt to appeal the trade ban that forced it to remove the blood oxygen sensor from its smartwatches, Reuters reports. The company was forced to remove the feature in 2024, following a decision from the International Trade Commission (ITC) in 2023 that banned sales of the Apple Watch for violating health tech startup Masimo's patents. The US Court of Appeals for the

"Indie Band" Says Claims Their Music Is AI-Generated Is a Hoax, Then Admits It's Actually AI-Generated

"Indie Band" Says Claims Their Music Is AI-Generated Is a Hoax, Then Admits It's Actually AI-Generated The point is to "provoke" artists. Hoax Squared The jig is officially up. After an "indie rock band" called The Velvet Sundown refused to admit last week that its output was a lazy amalgamation of AI-generated slop, the outfit is now singing a dramatically different tune. As Rolling Stone reports, the band's Spotify bio has been revised to clarify that it's a "synthetic music project" and

How Capital One built production multi-agent AI workflows to power enterprise use cases

How do you balance risk management and safety with innovation in agentic systems — and how do you grapple with core considerations around data and model selection? In this VB Transform session, Milind Naphade, SVP, technology, of AI Foundations at Capital One, offered best practices and lessons learned from real-world experiments and applications for deploying and scaling an agentic workflow. Capital One, committed to staying at the forefront of emerging technologies, recently launched a produc

I loved Arc browser and was skeptical of its agentic Dia replacement - until I tried it

Jack Wallen / Elyse Betters Picaro / ZDNET When The Browser Company announced they were ending Arc and developing an agentic browser that could leverage AI in ways other browsers were not, I was skeptical. I was starting to see the value in AI, but using it in such a way seemed like just another crutch for users to lean on -- so they didn't have to take the time to do those things themselves. I also saw it as a possible security and privacy issue. Also: Love Arc browser? You can get early acc

5 ways to be great AI agent manager, according to business leaders

akinbostanci/Getty Microsoft recently said that maximizing AI and agents' performance involves learning about management concerns, including delegating, iterating, prompting, and refining the technology. The tech giant's research suggested that the requirement for someone to manage these teams of AIs has led to the evolution of a new role, the agent boss, who is responsible for the best performance of these fast-emerging technologies. Also: 4 questions to ask yourself before betting on AI in

Forget the hype — real AI agents solve bounded problems, not open-world fantasies

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Everywhere you look, people are talking about AI agents like they’re just a prompt away from replacing entire departments. The dream is seductive: Autonomous systems that can handle anything you throw at them, no guardrails, no constraints, just give them your AWS credentials and they’ll solve all your problems. But the reality is that’s ju

I extracted the safety filters from Apple Intelligence models

Decrypted Generative Model safety files for Apple Intelligence containing filters Structure decrypted_overrides/ : Contains decrypted overrides for various models. com.apple.*/ : Directory named using the Asset Specifier assosciated with the safety info Info.plist : Contains metadata for the override AssetData/ : Contains the decrypted JSON files : Contains decrypted overrides for various models. get_key_lldb.py : Script to get the encryption key (see usage info below) : Script to get the en

Why the simplest desktop agent abstraction wins

This is first post in a series about the design and implementation of Bytebot . Give us a star on our open source repo . We’re still in the early innings of AI agents. There are hundreds of companies building wrappers around LLMs, trying to make them more useful; more tool-aware, more stateful, more capable of completing tasks across applications. But most of them are barking up the same tree: they’re building agents that work by connecting APIs and tools in structured ways. Bytebot was born o

Just Ask for Generalization (2021)

Generalizing to what you want may be easier than optimizing directly for what you want. We might even ask for "consciousness". This blog post outlines a key engineering principle I’ve come to believe strongly in for building general AI systems with deep learning. This principle guides my present-day research tastes and day-to-day design choices in building large-scale, general-purpose ML systems. Discoveries around Neural Scaling Laws, unsupervised pretraining on Internet-scale datasets, and o

Problems the AI industry is not addressing adequately

I think the AI industry is facing a handful of urgent problems it’s not addressing adequately. I believe everything I write here is at least directionally true, but I could be wrong. My aim isn’t to be definitive, just to spark a conversation. What follows is a set of expanded thoughts on those problems, in no particular order. Disclaimer: Not everyone in AI is as bad as I’m making them sound. I’m flattening a wildly diverse field into a single tone, which is obviously reductive. People are dif

Joe Rogan’s Latest Episode Will Make You Question Everything About AI

Joe Rogan loves talking about artificial intelligence. Whether it’s with Elon Musk, academics, or UFC fighters, the podcast king often returns to the same question: What happens to us when machines start thinking for themselves? In the July 3 episode of The Joe Rogan Experience, Rogan welcomed Dr. Roman Yampolskiy, a computer scientist and AI safety researcher at the University of Louisville, for a conversation that quickly turned into a chilling meditation on AI’s potential to manipulate, domi

I'm Losing All Trust in the AI Industry

I think the AI industry is facing a handful of urgent problems it’s not addressing adequately. I believe everything I write here is at least directionally true, but I could be wrong. My aim isn’t to be definitive, just to spark a conversation. What follows is a set of expanded thoughts on those problems, in no particular order. Disclaimer: Not everyone in AI is as bad as I’m making them sound. I’m flattening a wildly diverse field into a single tone, which is obviously reductive. People are dif