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Over engineering my homelab so I don't pay cloud providers

news.ycombinator.com Thibault Martin 2025-12-02 15:14:15

After years of self-hosting on a VPS in a datacenter, I’ve decided to move my services at home. But instead of just porting services, I’m using this as an opportunity to migrate to a more flexible and robust set up. I will deploy services on a single mini pc. Since I need to be able to experiment and learn without disrupting my services, I will need to be able to spin up Virtual Machines (VMs). Let’s explore how I deployed Proxmox Virtual Environment on a safe host for my specific needs as a ho

Topics: ansible install network proxmox yaml

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Tesla exec leading development of chip tech and Dojo supercomputer is leaving company

cnbc.com Lora Kolodny 2025-12-06 11:42:06

Tesla's vice president of hardware design engineering, Pete Bannon, is leaving the company after first joining in 2016 from Apple , CNBC has confirmed. Bannon was leading the development of Tesla's Dojo supercomputer and reported directly to Musk. Bloomberg first reported on Bannon's departure, and added that Musk ordered his team to shut down, with engineers in the group getting reassigned to other initiatives. Tesla didn't immediately respond to a request for comment. Since early last year,

Topics: company models musk said tesla

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Achieving 10,000x training data reduction with high-fidelity labels

news.ycombinator.com Unknown 2025-12-06 09:11:20

Classifying unsafe ad content has proven an enticing problem space for leveraging large language models (LLMs). The inherent complexity involved in identifying policy-violating content demands solutions capable of deep contextual and cultural understanding, areas of relative strength for LLMs over traditional machine learning systems. But fine-tuning LLMs for such complex tasks requires high-fidelity training data that is difficult and expensive to curate at the necessary quality and scale. Stan

Topics: content data llms model training

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GPT-5: Key characteristics, pricing and system card

news.ycombinator.com Simon Willison 2025-12-06 04:46:18

GPT-5: Key characteristics, pricing and model card I’ve had preview access to the new GPT-5 model family for the past two weeks (see related video) and have been using GPT-5 as my daily-driver. It’s my new favorite model. It’s still an LLM—it’s not a dramatic departure from what we’ve had before—but it rarely screws up and generally feels competent or occasionally impressive at the kinds of things I like to use models for. I’ve collected a lot of notes over the past two weeks, so I’ve decided

Topics: 00 gpt mini model models

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9 Things We Loved, and 4 Things We Didn’t, About ‘Wednesday’ Season Two, Part One

gizmodo.com Sabina Graves 2025-12-06 11:00:20

Netflix hit Wednesday is back with part one of the long-anticipated second season of Tim Burton’s Addams Family spin-off. Jenna Ortega steps back into those black-soled shoes with new mysteries afoot, as new threats rise against the outcasts of Nevermore Academy—but while we largely enjoyed what the first four episodes brought to the table, there are a few things we really hope get cleared up when part two drops. We Loved: More Addams Family antics With Pugsley (Isaac Ordonez) attending Neverm

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GPT-5: Here's What's New in ChatGPT's Big Update

cnet.com See Full Bio 2025-12-06 14:50:25

Expect your ChatGPT experience to get faster and smarter today. OpenAI updated its flagship line of large language models Thursday, unveiling the GPT-5 generative AI model after months of anticipation. While the developer has released a lot of model updates in recent months, including new open-weights models just this week, it's been more than two years since the debut of GPT-4. With a new generation worthy of a new number, how big of a change should you expect? "I tried going back to GPT-4 an

Topics: gpt model openai said users

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The Aurora Borealis Is Back: These 18 States Have a Chance to See It Over 2 Nights

cnet.com See Full Bio 2025-12-06 15:12:00

August has started heavy for skygazers. We are days away from August's sturgeon full moon and the peak of the Perseids meteor shower. Before those celestial events get underway, however, it seems that another sighting of the aurora borealis is going to sneak in Thursday and Friday and may be visible in up to 18 US states. Those states can be broken up into three categories. The first are states that will almost certainly see an aurora -- if conditions allow -- and include Alaska, Washington, Mo

Topics: aurora best moon northern states

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OpenAI’s most powerful AI model is here and free for everyone

androidauthority.com Unknown 2025-12-06 21:54:57

Edgar Cervantes / Android Authority TL;DR OpenAI has announced the launch of GPT-5. The new AI model offers improvements across the board, delivering better accuracy, reduced hallucinations, faster performance, and more. GPT-5 is rolling out today to Plus, Pro, Team, and free users today, with Enterprise and Edu subscribers gaining access in one week. In July, OpenAI CEO Sam Altman confirmed that the company’s highly anticipated new AI model, GPT-5, was nearing release. A report later claime

Topics: gpt model new openai users

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Apple’s F1 film helped drive Formula One Group’s top-speed revenue growth

9to5mac.com Zac Hall 2025-12-06 21:46:32

The F1 movie isn’t just a hit for Apple. The Formula One Group credits Apple in part for its recent revenue boost. The Hollywood Reporter has the story: The company, which is owned by Liberty Media, saw a one-time revenue increase from the release of the film in late June, which contributed to the group’s 40 percent rise in revenue year-over-year to hit $1 billion. Executives quantified the impact of the movie on revenue as “as a mid-teens number for the quarter,” with other drivers including

Topics: apple f1 film movie revenue

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The Browser Company’s AI browser now has a $20 subscription

theverge.com Emma Roth 2025-12-06 21:30:34

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Posts from this author will be added to your daily email digest and your homepage feed. The Browser Company — the makers of the Arc browser — just launched a $20 per month subscription to its new AI-powered web browser, Dia, as reported earlier by TechCrunch. The new Dia Pro subscription comes with unlimited access to the browser’s chat feature, wh

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OpenAI’s GPT-5 is here

techcrunch.com Maxwell Zeff 2025-12-06 16:00:00

OpenAI has launched GPT-5, a new flagship AI model that will power the company’s next generation of ChatGPT. GPT-5, which was released Thursday, is OpenAI’s first “unified” AI model and combines the reasoning abilities of its o-series of models with the fast responses of its GPT series. The next-generation model signals a new era for ChatGPT — and its creator, OpenAI — pointing to OpenAI’s broader ambitions to develop AI systems that are more like agents than chatbots. While GPT-4 enabled AI c

Topics: ai gpt model models openai

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High costs and thin margins threatening AI coding startups

techcrunch.com Marina Temkin 2025-12-06 21:05:01

In February, AI coding startup Windsurf was in talks to raise a big new round at a $2.85 billion valuation led by Kleiner Perkins, at double the valuation it hit six months earlier, sources told TechCrunch at the time. That deal didn’t happen, according to a source familiar with the matter. Instead, news broke in April that the startup planned to sell itself to OpenAI for roughly the same valuation: $3 billion. While that deal famously fell apart, one bigger question remains: If the startup was

Topics: ai anysphere coding model startup

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OpenAI's new open-source model is basically Phi-5

news.ycombinator.com Unknown 2025-12-06 23:59:46

OpenAI just released its first ever open-source large language models, called gpt-oss-120b and gpt-oss-20b. You can talk to them here. Are they good models? Well, that depends on what you’re looking for. They’re great at some benchmarks, of course (OpenAI would never have released them otherwise) but weirdly bad at others, like SimpleQA. Some people really like them. Others on Twitter really don’t. From what I can tell, they’re technically competent but lack a lot of out-of-domain knowledge: fo

Topics: data model models source synthetic

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Stone tools may hint at ancestors of Homo floresiensis

arstechnica.com Unknown 2025-12-07 02:32:24

Some stone tools found near a river on the Indonesian island of Sulawesi suggest that the first hominins had reached the islands by at least 1.04 million years ago. That's around the same time that the ancestors of the infamously diminutive “Hobbits” may have reached the island of Flores. Archaeologist Budianto Hakim of Indonesia’s National Research and Innovation Agency and his colleagues were the ones who recently unearthed the tools from a site on Sulawesi. Although a handful of stone flakes

Topics: hominins homo island sulawesi years

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ChatGPT's GPT-5 models released: everything you need to know

bleepingcomputer.com Unknown 2025-12-07 06:03:32

After a long wait, GPT-5 is finally rolling out. It's available for free, Plus, Pro and Team users today. This means everyone gets to try GPT-5 today, but paid users get higher limits. In a blog post, OpenAI says GPT-5 is a big leap compared to previous models. OpenAI added that GPT-5 is the best coding model, and early benchmarks suggest it beats Opus 4.1 from Claude by a small margin, but real-life benchmarks are awaited. Unlike previous models, GPT-5 has built-in reasoning. It is a unifie

Topics: gpt model openai reasoning unified

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Paramount is now a Skydance Corporation

theverge.com Charles Pulliam-Moore 2025-12-07 06:35:20

is a reporter focusing on film, TV, and pop culture. Before The Verge, he wrote about comic books, labor, race, and more at io9 and Gizmodo for almost five years. It’s official: Skydance Media’s deal to purchase CBS parent company Paramount Global for $8 billion is complete, and incoming chairman / CEO David Ellison’s first order of business is a massive restructuring. In an open letter about his plans for Paramount, a Skydance Corporation (the merged companies’ new name), Ellison announced th

Topics: company ellison new paramount skydance

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OpenAI Releases GPT-5, Says It's Shutting Down All Previous Models

futurism.com Unknown 2025-12-07 10:57:54

OpenAI has released its long-awaited GPT-5 AI model, making it free to use for anybody as of today. The Sam Altman-led company calls it "our smartest, fastest, and most useful model yet," making it "more useful responses across math, science, finance, law, and more." "GPT-5 is the first time that it really feels like you're talking to an expert in any topic," Altman said during a press briefing today, likening it to Apple's iPhone switching to high-density Retina displays, whose individual pix

Topics: ai company gpt model openai

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OpenAI launches GPT-5, nano, mini and Pro — not AGI, but capable of generating ‘software-on-demand’

venturebeat.com Carl Franzen 2025-12-07 10:01:10

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 After literally years of hype and speculation, OpenAI has officially launched a new lineup of large language models (LLMs), all different-sized variants of GPT-5, the long-awaited predecessor to its GPT-4 model from March of 2023, nearly 2.5 years ago. The company is rolling out four distinct versions of the model — GPT-5, GPT-5 Mini, GPT-

Topics: chatgpt gpt model openai reasoning

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Turn your Mac into a local ChatGPT with OpenAI’s new free model

9to5mac.com Zac Hall 2025-12-06 09:20:46

This week, OpenAI released its long-awaited open weight model called gpt-oss. Part of the appeal of gpt-oss is that you can run it locally on your own hardware, including Macs with Apple silicon. Here’s how to get started and what to expect. Models and Macs First, gpt-oss comes in two flavors: gpt-oss-20b and gpt-oss-120b. The former is described as a medium open weight model, while the latter is considered a heavy open weight model. The medium model is what Apple silicon Macs with enough res

Topics: 20b gpt model ollama oss

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Show HN: Octofriend, a cute coding agent that can swap between GPT-5 and Claude

news.ycombinator.com Unknown 2025-12-07 11:34:21

Get Started npm install --global octofriend And then: octofriend About Octo is a small, helpful, cephalopod-flavored coding assistant that works with any OpenAI-compatible or Anthropic-compatible LLM API, and allows you to switch models at will mid-conversation when a particular model gets stuck. Octo can optionally use (and we recommend using) ML models we custom-trained and open-sourced (1, 2) to automatically handle tool call and code edit failures from the main coding models you're work

Topics: claude md models octo octofriend

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A generic non-invasive neuromotor interface for human-computer interaction

news.ycombinator.com Kaifosh 2025-12-03 15:08:24

Hardware sEMG-RD The sEMG devices consisted of two primary subcomponents: a digital compute capsule and an analogue wristband (Extended Data Fig. 1). The digital compute capsule comprised the battery, antenna for Bluetooth communication and a printed circuit board that contained a microcontroller, an analogue-to-digital converter and an inertial measurement unit. The analogue wristband comprised discrete links that each housed a multilayer rigid printed circuit board that contained the low-noi

Topics: data gesture model participants used

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Mysterious Crime Spree Targeted National Guard Equipment Stashes

wired.com Dell Cameron 2025-12-07 11:21:54

A string of previously undisclosed break-ins at Tennessee National Guard armories last fall marks the latest in a growing series of security breaches at military facilities across the United States, raising fresh concerns about the vulnerability of US armories to theft and intrusion. A confidential memo from the Tennessee Fusion Center reviewed by WIRED details four break-ins at Tennessee National Guard armories over a seven-week span. In one incident, thieves made off with night vision goggles

Topics: armories fbi guard memo military

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OpenAI claims GPT-5 model boosts ChatGPT to 'PhD level'

feeds.bbci.co.uk Unknown 2025-12-07 16:15:33

OpenAI claims GPT-5 model boosts ChatGPT to 'PhD level' 48 minutes ago Share Save Lily Jamali North America Technology correspondent Liv McMahon Technology reporter Share Save Getty Images ChatGPT-maker OpenAI has unveiled the long-awaited latest version of its artificial intelligence (AI) chatbot, GPT-5, saying it can provide PhD-level expertise. Billed as "smarter, faster, and more useful," OpenAI co-founder and chief executive Sam Altman lauded the company's new model as ushering in a new

Topics: ai gpt like model openai

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OpenAI launches new GPT-5 model for all ChatGPT users

cnbc.com Ashley Capoot 2025-12-07 16:44:36

"GPT-5 has been trained to recognize when a task can't be finished, avoid speculation and can explain limitations more clearly, which reduces unsupported claims compared to prior models," said Michelle Pokrass, a post-training lead at OpenAI. Instead of outright refusing to answer users' questions if they are potentially risky, GPT-5 will use "safe completions," OpenAI said. This means the model will give high-level responses within safety constraints that can't be used to cause harm. OpenAI s

Topics: gpt model openai said users

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GPT-5 is here. Now what?

technologyreview.com Grace Huckins 2025-12-07 16:00:00

Whereas o1 was a major technological advancement, GPT-5 is, above all else, a refined product. During a press briefing, Sam Altman compared GPT-5 to Apple’s Retina displays, and it’s an apt analogy, though perhaps not in the way that he intended. Much like an unprecedentedly crisp screen, GPT-5 will furnish a more pleasant and seamless user experience. That’s not nothing, but it falls far short of the transformative AI future that Altman has spent much of the past year hyping. In the briefing, A

Topics: altman gpt models openai user

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OpenAI officially announces GPT-5, its next major upgrade to ChatGPT

9to5mac.com Zac Hall 2025-12-07 16:11:41

OpenAI has officially announced GPT-5, its latest frontier model to power ChatGPT. The announcement follows the release of two open weight models, one of which can run on the Mac, and changes to encourage healthier ChatGPT use this week. What is GPT-5? Here’s what OpenAI has to say about GPT-5: Today we’re introducing GPT‑5⁠, OpenAI’s smartest, fastest, most useful model yet, and a major step towards placing intelligence at the center of every business. GPT‑5 unites and exceeds OpenAI’s prior

Topics: chatgpt gpt model openai users

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ChatGPT Is Getting a Big Upgrade. Here's What's New With GPT-5

cnet.com See Full Bio 2025-12-07 16:00:03

Expect your ChatGPT experience to get faster and smarter today. OpenAI updated its flagship line of large language models Thursday, unveiling the GPT-5 generative AI model after months of anticipation. While the developer has released a lot of model updates in recent months, including new open-weights models just this week, it's been more than two years since the debut of GPT-4. With a new generation worthy of a new number, how big of a change should you expect? "I tried going back to GPT-4 an

Topics: gpt model new openai said

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Weapons turns our deepest anxieties into a potent horror masterpiece

theverge.com Charles Pulliam-Moore 2025-12-07 16:47:19

is a reporter focusing on film, TV, and pop culture. Before The Verge, he wrote about comic books, labor, race, and more at io9 and Gizmodo for almost five years. Zach Cregger’s first major film Barbarian was tense and frightening, but it was also infused with a healthy dose of absurdity. The movie’s twisted sense of humor made it easier to stomach its grotesque violence and a bit more difficult to anticipate how its unhinged story would unfold. But Barbarian also worked surprisingly well as a

Topics: children cregger justine movie weapons

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I've owned every Google Pixel flagship phone since the first - here's why 2025 will be different

zdnet.com Kerry Wan 2025-12-07 21:14:00

Kerry Wan/ZDNET ZDNET's key takeaways The Google Pixel 10 is expected to receive significant upgrades this year, including a dedicated telephoto lens. Greater feature parity with the Pro models, combined with no expected price increases, makes the standard Pixel an enticing option. It still won't be the best option for power users, especially if you want the most capable camera system from Google. Google's non-Pro Pixel phone has always been the "safe pick." It's the model I recommend to mo

Topics: 10 google model pixel pro

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Everything to Remember Before Watching ‘Alien: Earth’

gizmodo.com Germain Lussier 2025-12-07 21:00:56

One of the best things about the new show, Alien: Earth, is that you do not need to be an Alien superfan to enjoy it. It’s not dependent on the plots of the seven-plus films in the franchise and is only connected to them in a few tangential ways. For now, at least. Nevertheless, there are a few things worth keeping in mind as we get closer to the August 12 debut. Here they are. The overview The Alien franchise began in 1979 with Ridley Scott’s film, Alien. It continued in 1986 with James Camer

Topics: alien company earth weyland xenomorph

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Latest Tech News

Over engineering my homelab so I don't pay cloud providers

Tesla exec leading development of chip tech and Dojo supercomputer is leaving company

Achieving 10,000x training data reduction with high-fidelity labels

GPT-5: Key characteristics, pricing and system card

9 Things We Loved, and 4 Things We Didn’t, About ‘Wednesday’ Season Two, Part One

GPT-5: Here's What's New in ChatGPT's Big Update

The Aurora Borealis Is Back: These 18 States Have a Chance to See It Over 2 Nights

OpenAI’s most powerful AI model is here and free for everyone

Apple’s F1 film helped drive Formula One Group’s top-speed revenue growth

The Browser Company’s AI browser now has a $20 subscription

OpenAI’s GPT-5 is here

High costs and thin margins threatening AI coding startups

OpenAI's new open-source model is basically Phi-5

Stone tools may hint at ancestors of Homo floresiensis

ChatGPT's GPT-5 models released: everything you need to know

Paramount is now a Skydance Corporation

OpenAI Releases GPT-5, Says It's Shutting Down All Previous Models

OpenAI launches GPT-5, nano, mini and Pro — not AGI, but capable of generating ‘software-on-demand’

Turn your Mac into a local ChatGPT with OpenAI’s new free model

Show HN: Octofriend, a cute coding agent that can swap between GPT-5 and Claude

A generic non-invasive neuromotor interface for human-computer interaction

Mysterious Crime Spree Targeted National Guard Equipment Stashes

OpenAI claims GPT-5 model boosts ChatGPT to 'PhD level'

OpenAI launches new GPT-5 model for all ChatGPT users

GPT-5 is here. Now what?

OpenAI officially announces GPT-5, its next major upgrade to ChatGPT

ChatGPT Is Getting a Big Upgrade. Here's What's New With GPT-5

Weapons turns our deepest anxieties into a potent horror masterpiece

I've owned every Google Pixel flagship phone since the first - here's why 2025 will be different

Everything to Remember Before Watching ‘Alien: Earth’

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