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DeepSeek V3.1 just dropped — and it might be the most powerful open AI yet

venturebeat.com Michael Nuñez 2025-12-09 00:13:15

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 Chinese artificial intelligence startup DeepSeek made waves across the global AI community Tuesday with the quiet release of its most ambitious model yet — a 685-billion parameter system that challenges the dominance of American AI giants while reshaping the competitive landscape through open-source accessibility. The Hangzhou-based compan

Topics: ai capabilities deepseek model v3

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Notion gains offline mode, but it’s not quite automatic

9to5mac.com Zac Hall 2025-12-09 18:21:18

Notion has introduced a long-awaited feature, adding offline mode to the AI-powered project hub. However, documents don’t just work offline by default. Instead, Notion has designed offline mode to be, well, a separate mode. It needs to be enabled manually for each document you want to access without an internet connection. For some subscriber tiers, offline mode can apply to certain documents without flipping the toggle, but there are still some parameters to be familiar with in the new system.

Topics: mode notion offline pages work

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Ikea’s most Ikea product ever

theverge.com Jess Weatherbed 2025-12-10 02:35:21

Posts from this author will be added to your daily email digest and your homepage feed. Ikea is teaming up with a Swedish designer for its latest collection, and the first product being teased is a dedicated plate for Ikea’s greatest product: meatballs. The 12-piece Gustaf Westman collection that’s launching on September 9th includes a chunky blue serving dish that is shaped to fit exactly 11 of the delicious morsels “in a celebratory row.” “I love designing objects for a specific function – i

Topics: ikea meatballs plate product westman

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How I Made Ruby Faster Than Ruby

news.ycombinator.com Unknown 2025-12-08 02:22:22

How I Made Ruby Faster than Ruby If you’re a Ruby programmer, you most probably will be familiar ERB templates and the distinctive syntax where you mix normal HTML with snippets of Ruby for embedding dynamic values in HTML. I wrote recently about P2, a new HTML templating library for Ruby, where HTML is expressed using plain Ruby. Now this is nothing new or even unique. There’s a lot of other Ruby gems that allow you to do that: Phlex, (my own) Papercraft and Ruby2html come to mind. What is d

Topics: code erb html node p2

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How to Think About GPUs

news.ycombinator.com For Attribution In Academic Contexts 2025-12-08 10:18:36

We love TPUs at Google, but GPUs are great too. This chapter takes a deep dive into the world of NVIDIA GPUs – how each chip works, how they’re networked together, and what that means for LLMs, especially compared to TPUs. This section builds on Chapter 2 and Chapter 5 , so you are encouraged to read them first. What Is a GPU? A modern ML GPU (e.g. H100, B200) is basically a bunch of compute cores that specialize in matrix multiplication (called Streaming Multiprocessors or SMs) connected to a

Topics: bandwidth gpu gpus node text

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Apple likely won’t release an M5 MacBook Pro until next year, but should you wait for it?

9to5mac.com Michael Burkhardt 2025-12-09 21:20:21

Apple has typically updated the MacBook Pro on a nearly annual basis, generally around October. This year, though, rumors suggest that Apple will be deviating from that pattern – and it’s increasingly likely that the next MacBook Pro model will launch early next year. That raises the question: should you wait for it? M5 MacBook Pro: What to expect With the M5 MacBook Pro, you’ll most definitely see the same 14-inch and 16-inch miniLED displays as prior MacBook Pro models, as well as the same g

Topics: m4 m5 macbook model pro

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Docker container for running Claude Code in "dangerously skip permissions" mode

news.ycombinator.com Unknown 2025-12-09 23:34:36

Claude Code Container A Docker container for running Claude Code in "dangerously skip permissions" mode. claude-container3.mp4 Build the docker container and execute run_claude.sh to run an isolated version of claude code with access to the current working dir ( readOnly:/workspace/input ). /workspace/ ├── input/ # Host input files (read-only mount of $PWD) ├── output/ # Analysis results (writable mount to host) ├── data/ # Reference data (optional read-only mount) ├── temp/ # Temporary file

Topics: claude code container mcp sh

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How to Scale Your Model: How to Think About GPUs

news.ycombinator.com For Attribution In Academic Contexts 2025-12-10 02:17:38

We love TPUs at Google, but GPUs are great too. This chapter takes a deep dive into the world of NVIDIA GPUs – how each chip works, how they’re networked together, and what that means for LLMs, especially compared to TPUs. This section builds on Chapter 2 and Chapter 5 , so you are encouraged to read them first. What Is a GPU? A modern ML GPU (e.g. H100, B200) is basically a bunch of compute cores that specialize in matrix multiplication (called Streaming Multiprocessors or SMs) connected to a

Topics: bandwidth gpu gpus node text

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Today's NYT Connections: Sports Edition Hints and Answers for Aug. 20, #331

cnet.com See Full Bio 2025-12-10 05:21:00

Looking for the most recent regular Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles. Today's Connections: Sports Edition leans heavy on West Coast teams, so hope you know those! Read on for hints and the answers. Connections: Sports Edition is out of beta now, making its debut on Super Bowl Sunday, Feb. 9. That's a sign that the game has earned enough loyal players that The A

Topics: answers connections group sports today

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Today's NYT Strands Hints, Answers and Help for Aug. 20 #535

cnet.com See Full Bio 2025-12-10 05:45:00

Looking for the most recent Strands answer? Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections and Connections: Sports Edition puzzles. Today's NYT Strands puzzle is a tough one. It helps to know a little something about different currencies, but there was one on there that was completely new to me. If you need hints and answers for today's Strands puzzle, read on. I go into depth about the rules for Strands

Topics: hints puzzle strands today words

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Stop benchmarking in the lab: Inclusion Arena shows how LLMs perform in production

venturebeat.com Emilia David 2025-12-10 09:07:40

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 Benchmark testing models have become essential for enterprises, allowing them to choose the type of performance that resonates with their needs. But not all benchmarks are built the same and many test models are based on static datasets or testing environments. Researchers from Inclusion AI, which is affiliated with Alibaba’s Ant Group, pr

Topics: ai arena inclusion model models

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9to5Mac Daily: August 19, 2025 – iOS 26 beta 7 new features

9to5mac.com Seth Kurkowski 2025-12-10 09:36:54

Listen to a recap of the top stories of the day from 9to5Mac. 9to5Mac Daily is available on iTunes and Apple’s Podcasts app, Stitcher, TuneIn, Google Play, or through our dedicated RSS feed for Overcast and other podcast players. Sponsored by Backblaze: Never lose a file again. Use code “9to5daily” at checkout for 10% off or try for free. New episodes of 9to5Mac Daily are recorded every weekday. Subscribe to our podcast in Apple Podcast or your favorite podcast player to guarantee new episodes

Topics: 9to5mac apple daily podcast podcasts

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In Xcode 26, Apple shows first signs of offering ChatGPT alternatives

arstechnica.com Unknown 2025-12-10 08:08:55

The latest Xcode beta contains clear signs that Apple plans to bring Anthropic's Claude and Opus large language models into the integrated development environment (IDE), expanding on features already available using Apple's own models or OpenAI's ChatGPT. Apple enthusiast publication 9to5Mac "found multiple references to built-in support for Anthropic accounts," including in the "Intelligence" menu, where users can currently log into ChatGPT or enter an API key for higher message limits. Apple

Topics: anthropic api apple chatgpt models

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LLMs generate ‘fluent nonsense’ when reasoning outside their training zone

venturebeat.com Ben Dickson 2025-12-10 14:12:37

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 A new study from Arizona State University researchers suggests that the celebrated “Chain-of-Thought” (CoT) reasoning in Large Language Models (LLMs) may be more of a “brittle mirage” than genuine intelligence. The research builds on a growing body of work questioning the depth of LLM reasoning, but it takes a unique “data distribution” len

Topics: cot data distribution model reasoning

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Vendors that treat single sign-on as a luxury feature

news.ycombinator.com Unknown 2025-12-10 16:38:38

Why does this exist? Single sign-on (SSO) is a mechanism for outsourcing the authentication for your website (or other product) to a third party identity provider, such as Google, Okta, Entra ID (Azure AD), PingFederate, etc. In this context, SSO refers to a SaaS or similar vendor allowing a business client to manage user accounts via the client’s own identity provider, without having to rely on the vendor to provide strong authentication with audit logs, and with the ability to create and del

Topics: accounts product security sso user

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The 20 Films We’re Most Excited About to Close Out the Year

gizmodo.com Germain Lussier 2025-12-10 18:30:11

Guillermo del Toro. James Cameron. Edgar Wright. These are just some of the filmmakers who still have major, exciting genre films coming to your eyeballs before the end of 2025. So while the big, blockbuster-heavy summer season might be over, there is still a lot to be excited about as we look towards fall and winter. To commemorate the turning of the calendar, we decided to go through and select 20 movies we’re most excited to see in the next few months. They range from big blockbusters to offb

Topics: big director film good just

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Today's NYT Connections Hints, Answers and Help for Aug. 20, #801

cnet.com See Full Bio 2025-12-10 18:15:46

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. Today's NYT Connections puzzle is a real headache. The NYT puzzle writers are really pulling some obscure connections out of the air, and I did not do well today at all. Need some help? Read on for clues and today's Connections answers. The Times now has a Connections Bot

Topics: answers connections group nyt today

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5 reasons why GPT-5 is actually better than some of the older GPT models

androidauthority.com Unknown 2025-12-09 06:00:08

Joe Maring / Android Authority Recently, OpenAI has come under fire for GPT-5’s rocky launch. Many users have called it a step backward, citing a lack of personality and other tweaks that turned people off — sentiments echoed in our own GPT-5 review. Still, GPT-5 does improve on at least some of the previous legacy models. Before we dive in, it’s important to note that GPT-5 really does have less personality. It’s curt and to the point in nearly every interaction. This makes it much less usefu

Topics: 03 gpt models older thinking

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iPhone 17 Pro may be a tougher sell than ever before

9to5mac.com Ryan Christoffel 2025-12-10 23:39:40

Apple’s full iPhone 17 lineup is being unveiled in mere weeks, with each new model having its own unique selling points. But one model in particular could be set for a tougher sales year than usual: the iPhone 17 Pro. iPhone 17 Air and Pro Max features could make 17 Pro more niche Normally Apple’s iPhone lineup has two high-end models: the Pro and Pro Max. But this year, shoppers will have three premium options: iPhone 17 Pro iPhone 17 Pro Max iPhone 17 Air The new 17 Air model, which rep

Topics: 17 air iphone model pro

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Branch prediction: Why CPUs can't wait?

news.ycombinator.com Unknown 2025-12-06 15:45:25

Recently, I have had some free time and started learning some low-level computer fundamentals, trying to practice and better understand the concepts in greater detail. Along the way, I learned about a modern compiler infrastructure named LLVM, which is a target-independent optimizer and code generator that has been used as a part of many compilers for different programming languages like Rust, Zig, or Haskell. While diving into LLVM’s aggressive optimization features, I have a humbling realizati

Topics: branch instruction price product total_revenue

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The SSO Wall of Shame – Vendors that treat SSO as luxury feature

news.ycombinator.com Unknown 2025-12-10 22:38:38

Why does this exist? Single sign-on (SSO) is a mechanism for outsourcing the authentication for your website (or other product) to a third party identity provider, such as Google, Okta, Entra ID (Azure AD), PingFederate, etc. In this context, SSO refers to a SaaS or similar vendor allowing a business client to manage user accounts via the client’s own identity provider, without having to rely on the vendor to provide strong authentication with audit logs, and with the ability to create and del

Topics: accounts product security sso user

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Robinhood Tries to Rebrand Sports Betting as Investing

gizmodo.com Aj Dellinger 2025-12-10 23:45:07

Robinhood has gotten a reputation as a platform where people make wildly speculative investments without sufficient guardrails. So it’s only right that it’s getting into the sports betting business. The company announced on Tuesday that it is launching “prediction markets” for college and professional football as part of a partnership with Kalshi. According to the company, it’ll start listing “contracts” for NFL and NCAA games in the coming days, with plans to make each matchup open for two wee

Topics: betting company football robinhood sports

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I Asked Pro Chefs: What Are the Biggest Kitchen Blunders Most Home Cooks Make?

cnet.com See Full Bio 2025-12-10 22:41:00

Any culinary endeavor can feel daunting for new home cooks, between selecting ingredients, preparation work and actually cooking. Seasoned pros encounter setbacks regularly, but the kitchen serves as an ideal laboratory for experimentation -- a place where failures become valuable lessons and each attempt builds better technique and an expanded recipe repertoire. Understanding pitfalls before you begin can make all the difference. To suss out the biggest blunders to avoid in the kitchen, I spo

Topics: best chefs cooking food make

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Forklifts require training

news.ycombinator.com Zac Sweers 2025-12-11 02:30:26

A lot gets covered in today's discourse about AI in software development. Most of it is noise, ranging from nihilism that we're all writing mediocre code anyway so why does it matter to endless wannabe AI influencers doing engagement bait on Twitter. Every new model release gets a bunch of threadicles 👇 amounting to the 2025 version of "Safari feels snappier". Some of it is useful, mostly crafty developers in the community sharing novel ways they're using it to solve hard problems or draw inspir

Topics: ai code companies developers junior

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Apple likely won’t release an M5 MacBook Pro until next year: Should you wait for it?

9to5mac.com Michael Burkhardt 2025-12-11 09:20:21

Apple has typically updated the MacBook Pro on a nearly annual basis, generally around October. This year, though, rumors suggest that Apple will be deviating from that pattern – and it’s increasingly likely that the next MacBook Pro model will launch early next year. That raises the question: should you wait for it? M5 MacBook Pro: What to expect With the M5 MacBook Pro, you’ll most definitely see the same 14-inch and 16-inch miniLED displays as prior MacBook Pro models, as well as the same g

Topics: m4 m5 macbook model pro

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Apple releases fifth AirPods beta firmware update with iOS 26 feature support

9to5mac.com Zac Hall 2025-12-11 09:56:11

Apple has released a new round of beta firmware for AirPods testers, AirPods Pro 2 and AirPods 4 are both receiving build 8A5343a, an update from the 8A5324b version that rolled out in July. This marks the second firmware release since Apple introduced its public beta program for AirPods earlier this summer. The program has made it significantly easier for users to install firmware updates, and today’s release is the first update since the program’s initial launch. The new software gives teste

Topics: airpods apple beta firmware program

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I've bought every flagship Google Pixel phone since the first - but 2025 has me reconsidering

zdnet.com Kerry Wan 2025-12-11 09:25:00

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. Get more in-depth ZDNET tech coverage: Add us as a preferred Google source on Chrome and Chrom

Topics: 10 google model pixel pro

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D2 (text to diagram tool) now supports ASCII renders

news.ycombinator.com Unknown 2025-12-11 09:14:41

In the latest release of D2 (0.7.1), we introduce ASCII outputs. Any output file with extension txt will use the ASCII renderer to write to it. Here is an example of their rendering from the D2 Vim extension. The user opens a .d2 file and opens a preview window, which updates upon every save. Perhaps the most useful place for ASCII diagrams is in the source code comments. Small simple diagrams next to functions or classes can serve to be much clearer than describing a flow. Here again the Vi

Topics: ascii code d2 extension file

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Discover how developer tools are shifting fast with Lauri Moore and David Cramer at TechCrunch Disrupt 2025

techcrunch.com Techcrunch Events 2025-12-11 09:21:34

From no-code to AI-assisted dev environments, “vibe coding” is changing how early-stage startups build — and who they need to hire. The once-standard idea of landing a “10x engineer” as your first critical hire is getting a serious reality check at TechCrunch Disrupt 2025, October 27-29 in San Francisco’s Moscone West. Vibe coding: hype or new reality? Join Lauri Moore, partner at Bessemer Venture Partners, and David Cramer, co-founder and chief product officer at Sentry, on the Builder Stage

Topics: ai coding founder product techcrunch

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Why ‘Kill Bill: The Whole Bloody Affair’ May Never Get a Home Release

gizmodo.com Germain Lussier 2025-12-11 12:45:00

Film fans everywhere have surely seen Quentin Tarantino’s Kill Bill Volumes 1 and 2. But only a select few have seen those two films edited together, with minor but important changes, and renamed Kill Bill: The Whole Bloody Affair. The rare print, which runs 258 minutes plus an intermission, has only played in public a handful of times, including a July run at Tarantino’s Vista Theater in Los Angeles. That got fans outside of Los Angeles wondering, “Will we ever get to see this thing in our home

Topics: affair bloody film just tarantino

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Latest Tech News

DeepSeek V3.1 just dropped — and it might be the most powerful open AI yet

Notion gains offline mode, but it’s not quite automatic

Ikea’s most Ikea product ever

How I Made Ruby Faster Than Ruby

How to Think About GPUs

Apple likely won’t release an M5 MacBook Pro until next year, but should you wait for it?

Docker container for running Claude Code in "dangerously skip permissions" mode

How to Scale Your Model: How to Think About GPUs

Today's NYT Connections: Sports Edition Hints and Answers for Aug. 20, #331

Today's NYT Strands Hints, Answers and Help for Aug. 20 #535

Stop benchmarking in the lab: Inclusion Arena shows how LLMs perform in production

9to5Mac Daily: August 19, 2025 – iOS 26 beta 7 new features

In Xcode 26, Apple shows first signs of offering ChatGPT alternatives

LLMs generate ‘fluent nonsense’ when reasoning outside their training zone

Vendors that treat single sign-on as a luxury feature

The 20 Films We’re Most Excited About to Close Out the Year

Today's NYT Connections Hints, Answers and Help for Aug. 20, #801

5 reasons why GPT-5 is actually better than some of the older GPT models

iPhone 17 Pro may be a tougher sell than ever before

Branch prediction: Why CPUs can't wait?

The SSO Wall of Shame – Vendors that treat SSO as luxury feature

Robinhood Tries to Rebrand Sports Betting as Investing

I Asked Pro Chefs: What Are the Biggest Kitchen Blunders Most Home Cooks Make?

Forklifts require training

Apple likely won’t release an M5 MacBook Pro until next year: Should you wait for it?

Apple releases fifth AirPods beta firmware update with iOS 26 feature support

I've bought every flagship Google Pixel phone since the first - but 2025 has me reconsidering

D2 (text to diagram tool) now supports ASCII renders

Discover how developer tools are shifting fast with Lauri Moore and David Cramer at TechCrunch Disrupt 2025

Why ‘Kill Bill: The Whole Bloody Affair’ May Never Get a Home Release

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