Voordat de VVD op 19 februari stemt over een algemeen vuurwerkverbod, wil de partij tijdens een debatavond de positie bepalen. De vuurwerkdiscussie blijkt een vervelende spagaat voor de partij: veiligheid of ondernemerschap?
/s3/static.nrc.nl/images/gn4/stripped/data127718223-ff20d9.jpg)
Looking forward to someone putting the new into nuclear
Months after Amazon joined a half-billion-dollar funding round for next-gen modular nuclear startup X-energy, the biz has announced a supplemental Series C-1 raise - despite its fission reactor design remaining unproven.…
An anonymous reader quotes a report from Ars Technica: On Tuesday, Hugging Face researchers released an open source AI research agent called "Open Deep Research," created by an in-house team as a challenge 24 hours after the launch of OpenAI's Deep Research feature, which can autonomously browse the web and create research reports. The project seeks to match Deep Research's performance while making the technology freely available to developers. "While powerful LLMs are now freely available in open-source, OpenAI didn't disclose much about the agentic framework underlying Deep Research," writes Hugging Face on its announcement page. "So we decided to embark on a 24-hour mission to reproduce their results and open-source the needed framework along the way!"
Similar to both OpenAI's Deep Research and Google's implementation of its own "Deep Research" using Gemini (first introduced in December -- before OpenAI), Hugging Face's solution adds an "agent" framework to an existing AI model to allow it to perform multi-step tasks, such as collecting information and building the report as it goes along that it presents to the user at the end. The open source clone is already racking up comparable benchmark results. After only a day's work, Hugging Face's Open Deep Research has reached 55.15 percent accuracy on the General AI Assistants (GAIA) benchmark, which tests an AI model's ability to gather and synthesize information from multiple sources. OpenAI's Deep Research scored 67.36 percent accuracy on the same benchmark with a single-pass response (OpenAI's score went up to 72.57 percent when 64 responses were combined using a consensus mechanism).
As Hugging Face points out in its post, GAIA includes complex multi-step questions such as this one: "Which of the fruits shown in the 2008 painting 'Embroidery from Uzbekistan' were served as part of the October 1949 breakfast menu for the ocean liner that was later used as a floating prop for the film 'The Last Voyage'? Give the items as a comma-separated list, ordering them in clockwise order based on their arrangement in the painting starting from the 12 o'clock position. Use the plural form of each fruit." To correctly answer that type of question, the AI agent must seek out multiple disparate sources and assemble them into a coherent answer. Many of the questions in GAIA represent no easy task, even for a human, so they test agentic AI's mettle quite well. Open Deep Research "builds on OpenAI's large language models (such as GPT-4o) or simulated reasoning models (such as o1 and o3-mini) through an API," notes Ars. "But it can also be adapted to open-weights AI models. The novel part here is the agentic structure that holds it all together and allows an AI language model to autonomously complete a research task."
The code has been made public on GitHub.
Similar to both OpenAI's Deep Research and Google's implementation of its own "Deep Research" using Gemini (first introduced in December -- before OpenAI), Hugging Face's solution adds an "agent" framework to an existing AI model to allow it to perform multi-step tasks, such as collecting information and building the report as it goes along that it presents to the user at the end. The open source clone is already racking up comparable benchmark results. After only a day's work, Hugging Face's Open Deep Research has reached 55.15 percent accuracy on the General AI Assistants (GAIA) benchmark, which tests an AI model's ability to gather and synthesize information from multiple sources. OpenAI's Deep Research scored 67.36 percent accuracy on the same benchmark with a single-pass response (OpenAI's score went up to 72.57 percent when 64 responses were combined using a consensus mechanism).
As Hugging Face points out in its post, GAIA includes complex multi-step questions such as this one: "Which of the fruits shown in the 2008 painting 'Embroidery from Uzbekistan' were served as part of the October 1949 breakfast menu for the ocean liner that was later used as a floating prop for the film 'The Last Voyage'? Give the items as a comma-separated list, ordering them in clockwise order based on their arrangement in the painting starting from the 12 o'clock position. Use the plural form of each fruit." To correctly answer that type of question, the AI agent must seek out multiple disparate sources and assemble them into a coherent answer. Many of the questions in GAIA represent no easy task, even for a human, so they test agentic AI's mettle quite well. Open Deep Research "builds on OpenAI's large language models (such as GPT-4o) or simulated reasoning models (such as o1 and o3-mini) through an API," notes Ars. "But it can also be adapted to open-weights AI models. The novel part here is the agentic structure that holds it all together and allows an AI language model to autonomously complete a research task."
The code has been made public on GitHub.
Read more of this story at Slashdot.
The Entertainment Software Association is launching a new gaming event to replace E3, which was permanently canceled in 2023. According to Engadget, the new event is called iicon (short for "interactive innovation conference") and will feature many of the same major gaming companies that once participated in E3. "Sony, Nintendo, Microsoft, Disney, EA, Epic Games, Ubisoft, Square Enix, Take Two Interactive, Amazon Games and Warner Bros. Games are all named as participants." From the report: [T]he announcements on social media promote iicon as being for "visionaries," "changemakers" and "innovators," so our best guess is that this event will swing more toward the corporate side of gaming where people might use that language unironically. If that's the case, this won't really be a replacement for the heyday of E3, when studios big and small would showcase their upcoming projects and drop internet-breaking surprises. Instead, the inaugural event in April 2026 sounds like it will focus more on moving the needle, brand alignments and synergy.
Read more of this story at Slashdot.
In 2002, Fred Rogers wrote a parenting book as a resource for caregivers of children aged two to six. One of the topics he covered was how to talk to children about tragic events in the news. Rogers begins by noting that even young children can pick up on when adults are feeling distressed:
In times of community or world-wide crisis, it’s easy to assume that young children don’t know what’s going on. But one thing’s for sure — children are very sensitive to how their parents feel. They’re keenly aware of the expressions on their parents’ faces and the tone of their voices. Children can sense when their parents are really worried, whether they’re watching the news or talking about it with others. No matter what children know about a “crisis,” it’s especially scary for children to realize that their parents are scared.
In times of crisis, kids need to feel safe:
In times of crisis, children want to know, “Who will take care of me?” They’re dependent on adults for their survival and security. They’re naturally self-centered. They need to hear very clearly that their parents are doing all they can to take care of them and to keep them safe. They also need to hear that people in the government and other grownups they don’t even know are working hard to keep them safe, too.
Parents need to step away from the news in order to be present for their kids and for their own well-being. The 2025 equivalent of limiting TV viewing would be “put down the phone”:
It’s easy to allow ourselves to get drawn into watching televised news of a crisis for hours and hours; however, exposing ourselves to so many tragedies can make us feel hopeless, insecure, and even depressed. We help our children and ourselves if we’re able to limit our own television viewing. Our children need us to spend time with them – away from the frightening images on the screen.
We need to let kids know that whatever they’re feeling is natural:
If we don’t let children know it’s okay to feel sad and scared, they may think something is wrong with them when they do feel that way. They certainly don’t need to hear all the details of what’s making us sad or scared, but if we can help them accept their own feelings as natural and normal, their feelings will be much more manageable for them.
Angry feelings are part of being human, especially when we feel powerless. One of the most important messages we can give our children is, “It’s okay to be angry, but it’s not okay to hurt ourselves or others.” Besides giving children the right to their anger, we can help them find constructive things to do with their feelings. This way, we’ll be giving them useful tools that will serve them all their life, and help them to become the worlds’ future peacemakers — the world’s future “helpers.”
And of course, we can urge kids to look for the helpers:
When I was a boy and I would see scary things in the news, my mother would say to me, “Look for the helpers. You will always find people who are helping.” To this day, especially in times of “disaster,” I remember my mother’s words and I am always comforted by realizing that there are still so many helpers — so many caring people in this world.
Update: On the first anniversary of 9/11, Fred Rogers recorded this brief message about tragic events in the news. Here’s the video followed by a full transcript:
Hello, I’m Fred Rogers. Some parents wonder how to handle world news with their young children. Well, we at Family Communications have discovered that when children bring up something frightening, it’s helpful right away to ask them what they know about it. We often find that their fantasies are very different from the actual truth. What children probably need to hear most from us adults is that they can talk with us about anything and that we will do all we can to keep them safe in any scary time. I’m always glad to be your neighbor.
This was one of Rogers’ last recordings before he died in early 2003.
Tags: Fred Rogers · parenting · video
💬 Join the discussion on kottke.org →
Improbably Poppy | Episode 1: Taking Risks (NSFW language)
