Date: 2026-08-03 | Generated: 20:01:05
Article 50 of the EU AI Act has entered into force, setting transparency obligations for AI providers and deployers operating across the bloc. Enterprises running generative AI tools now have to comply with Article 50, which requires providers and deployers of certain AI systems to tell people when they’re interacting with a machine, and to […] The post EU AI Act Article 50 transparency rules enter force appeared first on AI News.
GSK has entered into a research collaboration with British biotechnology company Relation Therapeutics worth up to $110 million, expanding the companies’ existing work in AI-assisted drug discovery. Under the agreement, Relation will generate large-scale datasets measuring how human cells respond to genetic changes and drug interventions. The data will be used to train AI models […] The post Why biological data matters more in AI drug discovery appeared first on AI News.
This chapter is divided into nine parts; they are: • Reading Logits from a Model • Greedy Decoding • Temperature Sampling • Top-$k$ Sampling • Nucleus Sampling • Repetition Penalties • Beam Search • Stop Conditions • Structured Output Constraints The model returns a vector of logits for every position in the input sequence.
GPT-Live enables continuous voice interaction with AI, using a turnless speech model and low-latency architecture for faster, more natural conversations.
Apple now caps how many security reports some researchers can have open at once. And once they hit that cap, The post Apple and Bynario agree GPT-5.5 found a real macOS bug. They disagree on the report cap. 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 Alibaba’s AI coded for 16 days straight and every commit is on GitHub appeared first on The New Stack.
DeepSeek has launched DeepSeek-V4-Flash-0731, delivering a significant boost in agent performance without changing the model’s core architecture. Following an announcement The post DeepSeek’s smaller model just outperformed its own flagship appeared first on The New Stack.
Part 1 : Understanding Token Economics, Hidden Costs, and the Fundamentals Every AI Engineer Must Know Table of Contents Introduction Why Token Cost Optimization Matters More Than Ever Understanding What a Token Really Is How LLM Providers Charge for Tokens Input Tokens vs Output Tokens Why "Cheap Prompts" Can Become Expensive Hidden Sources of Token Costs The Real Cost of Production AI Systems How Token Costs Scale with Users The Cost Optimization Mindset Key Takeaways Introduction If you have ...
A Month With Bash — Part 3: Building Projects After all the expansions and syntax, I moved on to regex in bash. It wasn't too hard since I'd already worked with regex in Python, but alongside it I learned grep, sed, and awk — tools that turned out to be extremely useful for automation. I built a few mini projects and started automating some of my small day-to-day tasks. I won't go too deep into that here, but you can check out my learning-bash GitHub repo, which has all my learning scripts. From...
Introduction Setting up a SIEM sounds simple until you have to prove that it is actually seeing what you think it is seeing. For this project, I added Wazuh and Sysmon monitoring to an Atomic Red Team workstation, then used safe attack simulations to trace activity from the Windows endpoint into the SIEM. Two of my experiments produced clear, matching evidence in Sysmon and Wazuh. A third showed something equally useful: Sysmon recorded the activity locally, but I could not find a matching Wazuh...
Modern backend applications handle thousands or even millions of requests every second. Users perform actions simultaneously: buying products, transferring money, updating profiles, sending messages, and more. But what happens when two requests try to modify the same data at the same time? This is where race conditions appear — one of the most subtle and dangerous problems in backend development. A race condition can cause incorrect data, security issues, financial losses, and unpredictable appl...
A Month With Bash — Part 2: Expansions Continuing from where I left off, the next thing I learned was special parameters in bash: "$*" $# $? $@ $N $- $0 Another important concept I picked up is how bash executes shell scripts. Bash is one of those languages that interprets each line as it goes — but it doesn't stop if a line fails. It continues on unless you explicitly set set -o pipefail (or -e, depending on what you want it to catch). Generally, the procedure looks like this: Tokenizing: split...
In an era where privacy is the ultimate luxury, our most sensitive data—heart rates, sleep cycles, and activity levels—is often shipped off to black-box cloud servers for "analysis." But what if you could keep that data strictly on your local machine? Today, we are building a Private Health Brain. By leveraging the MLX framework (Apple's dedicated machine learning library) and Llama-3, we will transform raw XML exports from Apple HealthKit into actionable health insights—all running locally on y...
Every once in a while an AI announcement lands that isn't about a chat UI or a new benchmark, but about the actual substance of what these systems can now do. OpenAI's announcement of ten new results in mathematics and theoretical computer science — produced by an internal version of Astra, their next major model — is one of those moments. Here's what happened, why it matters beyond the math community, and where the honest caveats are. The results The ten problems span high-dimensional geometry,...
📝 Originally published (in Japanese) at forge.workstyle.tech. You've got a code that looks correct when read, but when you open it in the browser, it's slightly different from the mockup - this "visual discrepancy" is the most troublesome part of UI development. A slight CSS specification, nesting of elements, and flex wrapping. Discrepancies that cannot be noticed by statically reading the code together will only appear when actually rendered. Until now, it was necessary for a human to open the...
The first time we deployed Celery to production on a client project, we thought we had done everything right. We had workers running, tasks queuing, and Redis as the broker. Six weeks later, the task queue was backed up with 40,000 unprocessed jobs, the workers had silently died, nobody knew, and a batch of client invoices had not been generated for two weeks. That was four years ago. Since then we have deployed Celery on dozens of projects and we have learned what actually goes wrong — not in d...
The Practical Differences When I started building APIs, REST was the default. Then GraphQL came along and promised to fix everything. After using both in real projects, I've learned that the choice isn't about which is 'better' but about what fits your use case. Let's break down the practical differences. REST: Simple and Predictable REST is built around resources and HTTP methods. You have endpoints like /users and /users/1. Each endpoint returns a fixed shape. It's easy to understand, cache, a...
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I have been observing the Pawn ecosystem lately and noticed it is far from inactive, with ongoing development of modern tools like a web-based Pawn Studio designed to replace the outdated Pawno editor, alongside projects such as PawnPlus which continue to receive updates, with version 1.5.3 released just a few months ago in February 2026. This activity seems to be driven largely by the SA-MP and Open.mp modding communities, with open.mp itself being actively maintained and improved, and the broa...
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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.
Game Freak’s foray into the action-RPG genre lands with mixed results.
Game Freak's brand-new title: Beast of Reincarnation is an action RPG with a fusion of real-time and turn-based combat. Experience the innovative "one-person, one-dog action RPG" in the beautiful yet harsh world of Beast of Reincarnation. What awaits at the end of Emma and Koo's journey?
When you start a new game in Game Freak’s Beast of Reincarnation, a prompt asks if you’d like to play in cinematic mode. This locks the cutscene frame rate to 24 frames per second, but, understandably, leaves the gameplay as is. When I first saw this during my 90-minute preview session last month, it felt like a bold statement from Game Freak. Pokemon, Game Freak’s multigenerational smash-hit, can be described as many things, but cinematic it certainly is not. Unfortunately, aside from its flash...
Throughout Beast of Reincarnation, you'll unlock plenty of skills for Emma and Koo, but in the early game that can be a little overwhelming. You'll first need to decide where to invest your attribute points, as some skills and mods are locked until you upgrade the main skill they're nested beneath. While there are several viable approaches, we think the best way to approach the early game while you're getting to grips with the mechanics is to focus on increasing Emma's AoE damage while leaning o...
It can be pretty daunting stepping foot into a challenging RPG. Beast of Reincarnation is deliberately intended to make you approach it like a Soulslike, so there's no shame in admitting you need some help from time to time. Thanks to Emma and Koo's well-populated skill trees and synergies, there are plenty of approaches you can take, and what may seem like a tall order can be made a little simpler by taking your time, reading the in-game tutorials, and optimizing your build. With that in mind, ...
Beast of Reincarnation is the new action-RPG from Pokemon developer Game Freak, and offers a very different experience from the creature-collecting bliss you're used to. It has three difficulty options, with each being designed so that a wider variety of players can enjoy it, unlike a typical Soulslike game. Story Mode is best for those who want to play through the narrative without finding combat too challenging. Parry timing is more forgiving, and enemies deal less damage. You'll still need to...
Catherine celebrated its 15-year anniversary on July 26, 2026. Below, we examine how this game was an early, if awkward, pioneer in trans representation in video games. When Catherine released in 2011 it was a step outside of the box for developer Atlus. The RPG powerhouse team wasn't as popular as it is today, and while it had built up a solid reputation from developing the Shin Megami Tensei and Persona series, Atlus had yet to quite break through into mainstream gaming. When the team decided ...
Praise for something new can often come at the expense of what came before it. One aspect of art and media criticism that I find irksome is that to uplift new works, older ones from the same lineage are often undersold at best, or completely thrown under the bus at worst. It’s a trend I’ve seen most recently with Splatoon Raiders, the first spin-off title in one of my favorite Nintendo franchises. Splatoon Raiders may very well be the best single-player-focused experience in the series, but let’...
Riftbound, the League of Legends trading card game (TCG) from Riot Games, just saw the release of its fourth expansion Vendetta on July 31, the first set to achieve release parity among all of the game's available languages. We still have one more expansion to come in 2026, with Radiance dropping October 23, but today's State of the Game update detailed even more products players can get their hands on before year's end. The biannual update also discussed the game's release roadmap for 2027, sta...
Halo: Combat Evolved is 25 years old now, so it's a marvel that playing its most recent remake, Halo: Campaign Evolved, is still as fun as it is. Everything from the weight of the weaponry, the ambiance of the Halo installation, the screams of fleeing grunts, and the grin-inducing sound of a plasma grenade exploding on an unfortunate target are all here to remind you (or introduce you) to the most important franchise in Xbox history. It's a series that has struggled in recent times, and it's eas...
It's not perfect, but this parry-centric scrapper has a distinctive mood and often excellent combat.
Will Cavill play Titus? Cain? Eisenhorn? Or a brand new 40K character?
Ryan Hurst had to leave the show after a severe on-set injury.
Accidental electrocutions were on the mind back in the 1980s.
A co-op game for friends with attention spans.
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 ‘learn on the job’ appeared first on The Robot Report.
Gemini Robotics 2 enables robots to reason through every movement, unlocking a broad range of tasks, DeepMind said. The post Google DeepMind says Gemini Robotics 2 enables full body control appeared first on The Robot Report.
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 there’s also been an industry-wide sobering leading to pointed questions about practicality and value. In other words, starting a commercial humanoid company ...
After a quarter that delivered $1 billion in profit, Palantir CEO Alex Karp on Monday once again warned that AI frontier labs are too untrustworthy for enterprises.
When asked about product-market fit, Spiegel said he believes mass-market consumer adoption won't occur until the end of the decade.
AWS now allows vibe-coding tool Superblocks to be embedded into the private clouds of AWS customers. It's another step toward decoupling apps from models.
OpenAI and Anthropic admitted that their unreleased AI models escaped their sandboxes and hacked several companies in unprecedented cyberattacks. Who is legally to blame? Should prosecutors charge the two AI frontier labs? Can victims sue them? We spoke to lawyers who specialize in computer hacking laws to find out.
Design Arena is used by 5.3 million people around the world, providing critical human evaluations to frontier labs.
OpenAI’s first-ever influencer brand trip is sparking online backlash as tensions over the use of AI continue.
Apple has appealed a new legal demand by the U.K. government, which critics say could threaten the privacy rights of users all over the world.
Apple’s long-awaited AI overhaul finally makes Siri the assistant it was always supposed to be. Yet it arrives at a moment when simply being a capable AI assistant no longer feels revolutionary.
Founded by the creators of viral offline events like San Francisco’s citywide scavenger hunt Pursuit, Outernet's app helps users save places and events they discover online, then nudges them to actually go.
Meta says it’s restoring access to WhatsApp accounts that were mistakenly flagged and placed “under review” after users reported being unexpectedly locked out of the messaging app.
You have to imagine that the team at Game Freak is bursting with ideas. The studio puts out new mainline Pokémon adventures with a machinelike precision. But every so often it launches a curious experiment, whether it's an action title about a militarized elephant or turning horse races into a card game, showing that it's […]
Google is rolling out an update that will finally allow you to connect your Fitbit workouts, steps, vitals, and other data to Apple Health, as reported earlier by 9to5Mac. With Google Health's 5.05 update, you can now tap your profile icon, select "Partner apps," and choose Apple Health to link your data directly. Previously, you […]
Samsung makes a variety of TVs and computer monitors, but if want both and you’re limited on space, you might want to consider the M80F. This capable 32-inch 4K panel combines features commonly found on both types of screens, and Amazon and B&H Photo both have it discounted to $349.99, where it’s usually $400 or […]
The European Union has ushered in some additional rules that aim to make it easier for people to identify chatbots and AI deepfakes online. The new transparency obligations under the bloc's landmark AI Act came into effect on August 2nd, requiring companies to disclose when people are interacting with AI models, and if content has […]
The Kindle Scribe is worth considering if you’re heading back to school, as its large 10.2-inch screen can display textbooks and ebooks, or let you jot down handwritten notes during class. Now through August 8th, the first-gen model (with a Premium Pen) is down to just $149.99 with 16GB of storage in refurbished condition at […]