Europe is probing Elon Musk’s X for failing to take action to prevent the spread of AI-generated sexually explicit images including child sexual abuse material (CSAM), regulators said in a press release. The European Commission’s investigation could result in “further enforcement steps” against X, not long after it levied a $140 million fine against the platform. “Sexual deepfakes of women and children are a violent, unacceptable form of degradation. With this investigation, we will determine whether X has met its legal obligations under the DSA [Digital Services Act], or whether it treated rights of European citizens — including those of…
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It’s hard to beat the Vitamix in this space. The high-performance blender brand makes machines that do more than just prep smoothies, but can also make salad dressing, sauces, batters and soups. It’s especially handy if you have a habit of adding tougher ingredients into your recipes – things like nuts, dried fruit and frozen produce. Whereas other, less powerful blenders may leave chunks once you introduce hardier ingredients, the Vitamix won’t, leaving you with a silky smooth final product. Depending on the model you get, you can also buy different attachments to make the most of the blender’s powerful…
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British startup Synthesia, whose AI platform helps companies create interactive training videos, has raised a $200 million Series E round of funding that brings its valuation to $4 billion — up from $2.1 billion just a year ago. Unlike some other AI startups that are still a long way from turning a profit, Synthesia has found a lucrative business in transforming corporate training thanks to AI-generated avatars. With enterprise clients including Bosch, Merck, and SAP, the London-based company crossed $100 million in annual recurring revenue (ARR) in April 2025. This milestone explains why Synthesia’s venture backers are literally doubling down.…
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Clawdbot is an open source personal AI assistant that you run on your own hardware. It connects large language models from providers such as Anthropic and OpenAI to real tools such as messaging apps, files, shell, browser and smart home devices, while keeping the orchestration layer under your control. The interesting part is not that Clawdbot chats. It is that the project ships a concrete architecture for local first agents, and a typed workflow engine called Lobster that turns model calls into deterministic pipelines. Architecture: Gateway, Nodes and Skills At the center of Clawdbot is the Gateway process. The Gateway…
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The New England Patriots and the Seattle Seahawks will face off in Super Bowl LX. For those of you who just can’t with Roman numerals, that’s Super Bowl 60, and it’s taking place this year at Levi’s Stadium in Santa Clara, CA, on February 8, starting at 6:30 p.m. ET. Like all other Sunday Night Football games this season, the championship game will be broadcast on Super Bowl Sunday on NBC, and will stream live on Peacock. And it’s not just the game that we’re excited for, either. This year’s halftime performer is singer and rapper Bad Bunny, and there…
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In recent months, some of the major players in science fiction and popular culture have been taking firmer stances against generative AI. Separate decisions by San Diego Comic-Con and the Science Fiction and Fantasy Writers Association (SFWA) illustrate the depth of AI opposition within some creative communities — though they’re certainly not the only ones, with music distribution platform Bandcamp also recently banning generative AI. Back in December, when SFWA announced that it was updating its rules for the Nebula Awards. Works written entirely by large language models would not be eligible, while authors who used LLMs “at any point…
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AI chatbots are getting better at answering questions, summarizing documents, and solving mathematical equations, but they still largely behave like helpful assistants for one user at a time. They’re not designed to manage the messier work of real collaboration: coordinating people with competing priorities, tracking long-running decisions, and keeping teams aligned over time. Humans&, a new startup founded by alumni of Anthropic, Meta, OpenAI, xAI, and Google DeepMind, thinks closing that gap is the next major frontier for foundation models. The company this week raised a $480 million seed round to build a “central nervous system” for the human-plus-AI economy.…
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Sunny Sethi, founder of HEN Technologies, doesn’t sound like someone who’s disrupted an industry that has remained largely unchanged since the 1960s. His company builds fire nozzles — specifically, nozzles that it says increase suppression rates by up to 300% while conserving 67% of water. But Sethi is matter-of-fact about this achievement, more focused on what’s next than what’s already been done. And what’s next sounds a lot bigger than fire nozzles. His path to firefighting doesn’t follow a tidy narrative. After nabbing his PhD at the University of Akron, where he researched surfaces and adhesion, he founded ADAP Nanotech,…
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Information from the conservative-leaning, AI-generated encyclopedia developed by Elon Musk’s xAI is beginning to appear in answers from ChatGPT. xAI launched Grokipedia in October, after Musk had been complaining that Wikipedia was biased against conservatives. Reporters soon noted that while many articles seemed to be copied directly from Wikipedia, Grokipedia also claimed that pornography contributed to the AIDS crisis, offered “ideological justifications” for slavery, and used denigrating terms for transgender people. All that might be expected for an encyclopedia associated with a chatbot that described itself as “Mecha Hitler” and was used to flood X with sexualized deepfakes. However, its…
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We initiate this tutorial by configuring a high-performance evaluation environment, specifically focused on integrating the DeepEval framework to bring unit-testing rigor to our LLM applications. By bridging the gap between raw retrieval and final generation, we implement a system that treats model outputs as testable code and uses LLM-as-a-judge metrics to quantify performance. We move beyond manual inspection by building a structured pipeline in which every query, retrieved context, and generated response is validated against rigorous academic-standard metrics. Check out the FULL CODES here. import sys, os, textwrap, json, math, re from getpass import getpass print("🔧 Hardening environment (prevents common Colab/py3.12…