Date: 2026-08-04 | Generated: 20:01:22
This chapter is divided into eight parts; they are: β’ Metrics for LLM Inference β’ Measuring a Single Request β’ Warmup and Synchronization β’ Measuring GPU Work with CUDA Events β’ Measuring Memory Usage β’ Measuring Concurrent Requests β’ Multiple GPUs and Multiple Machines β’ Cost per Token The most common inference metrics are: β’ Latency: How long a request takes from start to finish.
In this article, you will learn how static, dynamic, and continuous batching work in LLM inference, and why the differences between them matter at production...
This chapter is divided into nine parts; they are: β’ Reading Logits from a Model β’ Greedy Decoding β’ Temperature Sampling β’ Top-$k$ Sampling β’ Nucleus Sampling β’ Repetition Penalties β’ Beam Search β’ Stop Conditions β’ Structured Output Constraints The model returns a vector of logits for every position in the input sequence.
OpenAI explains recent third-party cybersecurity evaluation incidents and outlines new safeguards to strengthen AI model testing and evaluation.
Explore new education plugins for ChatGPT Work and Codex that help Kβ12 teachers, college educators, and students learn, teach, research, and build.
OpenAI addresses Appleβs baseless lawsuit, corrects claims about its employees, and shares messages documenting what happened.
GPT-Live enables continuous voice interaction with AI, using a turnless speech model and low-latency architecture for faster, more natural conversations.
Circles uses the OpenAI API and Codex to power AI-native telco experiences, increasing ARPU by 22%, reducing churn by 9%, and improving development efficiency.
A cloud security finding becomes useful only when someone decides what matters, assigns an owner, and follows it through. For The post CSPM adoption jumped 60%. Tickets stayed open. appeared first on The New Stack.
Thibault Sottiaux, who leads core products at OpenAI, believes that todayβs version of Codex will seem outdated before the year The post Todayβs Codex will feel βprimitiveβ by fall β and its own teamβs roadmap backs it up appeared first on The New Stack.
OpenAI shared a big research update this week, announcing that an internal version of Astra, its next frontier model, created The post OpenAIβs Astra just proved 10 long-standing math and science theorems. The tokens cost $2,000. appeared first on The New Stack.
For the past two years, most of the conversations about AI and software development have centered on security: How do The post Claude, Gemini, and GPT-5 can handle every SDLC task. Almost none of them should. appeared first on The New Stack.
Alibaba this week announced the launch of Qwen3.8-Max. The most powerful model in the Qwen series to date, this multimodal The post Alibaba Qwen3.8-Max reactions: βAn API business model wearing an open source jacketβ appeared first on The New Stack.
When Nvidia announced NOOA (Object-Oriented Agents) last week, it signaled a broader shift in agent development: The harness around a The post Nvidiaβs NOOA makes an agent one Python class appeared first on The New Stack.
The next database scaling problem may not be how big a database gets, but how many databases an enterprise suddenly The post AI agents can create database sprawl issues. YugabyteDBβs solution is more agents! appeared first on The New Stack.
Most open source maintainers will know the feeling of opening GitHub to a growing pile of issues that canβt feasibly The post Astroβs GitHub issue backlog is heading to zero for the first time in 5 years. Now Cloudflare is open-sourcing the tool that did it. appeared first on The New Stack.
Apple now caps how many security reports some researchers can have open at once. And once they hit that cap, The post Appleβs bug bounty limit reveals a problem no one knows how to solve yet appeared first on The New Stack.
Alibaba has launched Qwen3.8-Max, a multimodal model with 2.4 trillion parameters and built for complicated tasks that may take several The post Alibabaβs AI coded for 16 days straight and every commit is on GitHub appeared first on The New Stack.
Ryan welcomes Anurag Goel, CEO and co-founder of Render, to discuss why most startups shouldnβt start by managing their Kubernetes and cloud infrastructure. βββββο»Ώβο»Ώββββββο»Ώο»Ώβο»Ώβββββββββο»Ώββββββο»Ώββββββο»Ώβββββββο»Ώβο»Ώββββββο»Ώββββββο»Ώβββο»Ώββββο»Ώβββββββο»Ώο»Ώββββββο»Ώββββββββββο»Ώβββββββββββββββο»Ώβββββββββββο»Ώβββο»Ώβββο»Ώβββο»Ώβο»Ώβο»Ώββββο»Ώο»Ώββο»Ώο»Ώβββο»Ώββο»Ώββο»Ώβο»Ώββο»Ώββο»Ώβο»Ώβο»Ώβββββββββο»Ώβββο»Ώββο»Ώο»Ώβο»Ώβββββββο»Ώββββββββο»Ώβββο»Ώο»Ώβο»Ώβο»Ώββο»Ώββββο»Ώββο»Ώο»Ώββο»Ώο»Ώββββββο»Ώββο»Ώββββββββο»Ώββο»Ώββββο»Ώο»Ώβββββββββββββο»Ώββββο»Ώο»Ώββο»Ώβββο»Ώο»Ώβββββββββο»Ώο»Ώββο»Ώβββο»Ώβββββββο»Ώβο»Ώββββββο»Ώββο»Ώβββββββο»Ώβ...
I built a free tool that checks a supplier before you pay them. The part that took most of the work, and taught me most, was reading ten national company registers instead of relying on the EU's own VIES service. This is what I found out, mostly so the next person doesn't have to. The problem with "the VAT number is valid" VIES β the European Commission's VAT Information Exchange System β answers one question: is this VAT number currently registered. That sounds like the question you want answer...
Remember when Volkswagen cheated and lied on their emissions testing for their clean dieselβ¦ That was so crazy in retrospect. Imagine Anthropic and OpenAI were completely training on everyoneβs data and just lying about it and promising not to in their Terms and Conditions? I guess weβll see.
Is your snoring just a nuisance, or is it a health warning? Obstructive Sleep Apnea (OSA) affects nearly 1 billion people worldwide, yet most remain undiagnosed due to the high cost of clinical polysomnography. Today, we are pushing the boundaries of AI Healthcare by repurposing OpenAI Whisper from a speech-to-text powerhouse into a clinical screening tool. In this tutorial, we will explore how to leverage Audio Signal Processing, Hugging Face Transformers, and Librosa to detect breathing patter...
Telnyx ships over 700 Ultra voices across 36 languages with sub-100ms time-to-first-byte. The voices are not the problem. Hearing them is. The docs list three. The Voices API returns 4,000+ across every provider. Voice pickers play a fixed sample sentence per voice. None of that tells you how a voice handles emotion, pacing, or character inside a real scene. So I built a small app that lets you do exactly that. You write a short scene with a few characters, assign each character a different Teln...
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Specifically, the video is about developing a game where all the textures and sounds are generated at runtime using Sine waves. I thought it was high-quality and explained complex math concepts well. submitted by /u/TheBrokenRail-Dev [link] [comments]
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https://ekxide.io/blog/byte-wise-atomic-wrapper-to-prevent-ub iceoryx2 provides zero-copy inter-process communication mechanisms based on shared memory and data structures that are modified concurrently by multiple processes. One of the key operations in these algorithms is a memory copy using core::ptr::copy. However, this results in undefined behavior if one process reads the data while another process writes to it concurrently. Even if our lock-free algorithm reliably detects such a race, ice...
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The U.S. publisher has been taken private in a deal worth $55 billion.
The game industry hardship fund bundle, meant to support game workers during ongoing mass layoffs, is over halfway through its goal of 200,000 USD.
Roblox Corp is defending its ability to set the 'global standard' for healthy, safe, and age-appropriate digital engagementβall against the backdrop of multiple lawsuits accusing the company of endangering children.
The Last Sentinel developer attributes the job cuts to a shift in creative and development direction for the project.
The company's take-private deal with a consortium led by Saudi Arabia's sovereign wealth fund is expected to conclude later today.
We spoke with Silent Hill series producer Motoi Okamoto and game director Jon McKellan about embracing analog horror and fully immersing players in a new perspective.
The international soccer simulator only launched onto Netflix in June.
Consumers will be expected to pay up to 50 percent more for some console hardware.
Sony has also secured over $510 million in U.S. tariff refunds.
Stay updated with the latest creations from the Unity community. Explore our list of standout games made with Unity in July 2026.
Beast of Reincarnation's mechanics are deeper than you think, and we show off 7 tips and tricks that can change the way you play the game.
It's been nearly seven years since developer House House released its breakthrough title, Untitled Goose Game. The company's follow-up, a co-op puzzle-solving game called Big Walk, is out now, and it's already achieved an unexpected critical milestone on PlayStation Plus Essential. As reported by GameSpot's sister site Metacritic, Big Walk has landed with a 94 score among reviewers. That makes it the most critically acclaimed game to ever be released on PS Plus Essential on day one. Last year's ...
The blockbuster buyout of Electronic Arts has been completed, with Saudi Arabia's Public Investment Fund taking ownership of the gaming giant in the biggest leveraged buyout (LBO) in the history of commerce. The $55 billion deal includes billions in debt for EA, which has prompted fears of massive cost-cutting with projected layoffs, studio closures, and game cancellations. Nothing has been confirmed as of yet, however. "This moment recognizes the extraordinary people whose creativity, ambition,...
In recent years, the trading card game (TCG) environment has seen a boom of new games entering the market. There are still genre mainstays, like Magic: The Gathering, Pokemon, and Yu-Gi-Oh!, which continue to receive support and feature a thriving secondhand market. However, new original IP TCGs like Flesh and Blood and Sorcery are making rounds at the local game store level and beyond. But licensed IP TCGs, like One Piece and the upcoming Cyberpunk TCG, have also taken the tabletop world by sto...
Mistfall Hunter is a fascinating mix of games. On the one hand, itβs a dark fantasy action-RPG with some deep class-building and light souls-like mechanics. On the other, itβs a PvEvP third-person battle royale that sits firmly in the extraction shooter genre. Typically, Iβd avoid the latter kind of game, as my low vision makes shooters difficult for me to play, but for some reason, I just canβt get enough of developer Bellring Gamesβ take on the extraction shooter. In fact, Mistfall Hunter is c...
Life is expensive these days. If you're looking to cut back on spending and want to do away with your PlayStation Plus membership, it's very easy to do so. There are plenty of reasons why you might want to cancel PlayStation Plus, just like there are numerous reasons for cancelling Xbox Game Pass. Below you can find instructions on how to cancel PlayStation Plus, as shared by PlayStation. https://www.youtube.com/watch?v=WiwBu7M023s How to cancel PlayStation Plus from the internet Sign in to Acco...
During last week's Gen Con, Riftbound, the League of Legends trading card game (TCG), boasted a massive presence. Fans were able to enter two different booths to get their hands on cards and exclusive merchandise, as well as meet some of the talent behind the game's creation and design. GameSpot was onsite for the show, and had the opportunity to interview Riftbound Game Director Dave Guskin, during which we learned that the team behind the popular TCG is significantly smaller that you might thi...
Fire Emblem fans had plenty of information to sink their teeth into during today's Fortune's Weave Direct presentation, with new characters, new settings, and a new "gun" showcased during the 22-minute livestream. However, the Direct also threw a wrench into the plans of those who wish to be spoiler-free going into Fortune's Weave, as a major story beat from early in the game was revealed in the final five minutes of the video. We're about to dive into that spoiler right now and its implications...
After launching in English late last year, Riftbound, Riot Games' League of Legends trading card game (TCG), has quickly grown into one of the most popular TCGs to date. The game had a big presence at this year's Gen Con, featuring not one but two large booths that fans could stop by to learn to play, meet some of their favorite creators, and buy convention-exclusive merch. During the show, GameSpot had the opportunity to sit down with Riftbound game director Dave Guskin to chat about some of th...
What fun!
The budget blew out, and so did the scrutiny of executives.
It's a great time to enjoy the stuff we already have.
Right on schedule.
Game dev Michael Major ultimately ended up with a little over $2,000 for his efforts, which still isn't bad for a teenager's gag.
Valve wasn't joking when they said the next few weeks would be "rocky".
Amazon subsidiary Zoox unveiled its final production-ready robotaxi design and expanded testing following a subtle redesign to improve rider comfort. The post Zoox unveils production-ready robotaxi for U.S. expansion appeared first on The Robot Report.
Blue Water Autonomy creates unmanned ships that can operate autonomously on the open ocean for months a time. The post U.S. Navy picks Blue Water Autonomy to use autonomous vessels for deep ocean surveys appeared first on The Robot Report.
The race to commercialize humanoids is on. Whatβs left to prove is that humanoid robots can beat the economics of the automation manufacturers are already running. The post Humanoids wonβt scale on factory floors until costs drop appeared first on The Robot Report.
igus says its new twisterchain energy chain provides cable management for challenging industrial robotics applications such as palletizing. The post igus launches energy chain with 600-degree rotation for industrial robots appeared first on The Robot Report.
This Phase I award is only part of HEBI Robotics' roadmap. The company also plans to continue developing its existing actuation hardware. The post HEBI Robotics earns NASA SBIR grant to fast track miniaturized actuators appeared first on The Robot Report.
Reimagine Robotics, founded by former Google DeepMind Applied Robotics leaders, is developing systems that do not require specialized programmers. The post Reimagine Robotics emerges from stealth with robots that βlearn on the jobβ appeared first on The Robot Report.
The U.S. Federal Communications Commission (FCC) βCovered List,β originally published in 2021, identifies communications equipment and services that it says pose a threat to national security. On 28 July, the FCC added mobile, communicating robots weighing more than 2 kilograms and power inverters commonly used in solar panels to the list, meaning that new products from any foreign country in these categories are no longer eligible for import.The move is a Department of Defense (DOD)-driven expa...
For a while there, it seemed as though robotics as a whole was stuck in a mad rush towards building humanoid robots mostly because it was very possible (and very lucrative) to do so, even without near-term goals that were necessarily realistic. Some of the magic of those first couple of years of the humanoid explosion has stuck around, but thereβs also been an industry-wide sobering leading to pointed questions about practicality and value. In other words, starting a commercial humanoid company ...
Musk kept inflating the already-big promises being made by SpaceX CFO Bret Johnsen and Gwynne Shotwell on the company's first call.
Lucid's new CEO Silvio Napoli listed four must-win priorities, including the successful launch of its midsize EV, finishing a factory in Saudi Arabia, cutting expenses, and robotaxis.
Weβve partnered with hotels around Moscone West during Disrupt, taking place October 13 to 15, to secure the best prices available for attendees.
The purchase illustrates just how interconnected Elon Musk's universe of companies are.
SpaceX doubled its revenue compared to last year, according to its first quarterly earnings since going public in June.
New findings by the Electronic Frontier Foundation aim to warn app developers that some of the third-party code they place in their apps may also collect their users' location data when they grant permission to the app.
A new SaferAI report finds Z.ai's open-weight GLM-5.2 approaches frontier AI capabilities while lacking key safety mitigations, renewing concerns that powerful open models could outpace governance and safeguards.
Anthropic has been on a cloud partnership spree in recent months, and its latest move is reportedly a $10 billion deal with AI cloud startup Volta.
Wrinkles, available on both iOS and Android, essentially acts as an AI-powered audio tour guide that reveals hidden history and local stories.
The week-old Open Secure AI Alliance, spearheaded by Nvidia and grown to over 120 companies, already has proposals out for defending against AI agents.
In less than a week, Spider-Man: Brand New Day raked in $1 billion worldwide and had the biggest box office opening weekend in Hollywood history. The feature has been a reminder of why Sony is probably never going to give up the Spider-Man film rights, and highlighted how Marvel Studios was smart to strike a [β¦]
You can link more devices with one phone number on Signal now, including an Android phone or iPhone. Signal already supported linking PCs and iPads, but not additional phones. When you link a device on Signal, you can check and respond to new messages across all of your linked devices. You can also choose whether [β¦]
Driven by demand for AI capacity, AMD's data center revenue more than doubled year-over-year in its latest earnings report, reaching $6.7 billion. That's up from $5.8 billion in Q1, and jumping 107 percent from the $3.2 billion it reported for the same period a year ago. During Tuesday's earnings call, AMD CEO Lisa Su said [β¦]
SpaceX's AI revenue grew more than three times to $2.6 billion from the year before, mostly because of deals that the company made to provide compute to other AI companies, according to SpaceX's quarterly earnings. The AI division, which the company said in its documents to go public was the source of most of its [β¦]
Electronic Arts has officially become a private company. Last September, EA announced that an investor group led by Saudi Arabia's Public Investment Fund (PIF), Silver Lake, and Affinity Partners would be taking the company private in a $55 billion deal, and on Tuesday, EA said the deal successfully closed. The PIF will reportedly own 93.4 [β¦]