Practical guides about AI tools, software, creators, students, freelancers, and small businesses.
Apple is expected to announce more hardware before the end of the year following the debut of the iPhone 18 Pro and folding iPhone Duo earlier this month. The updated products will include a new version of the HomePod mini, the iPad mini 8, and the Apple TV 4K, according to details and images discovered […]
Sony and Universal Music Group filed yet another suit against Suno. The labels claim its new v6 model still infringes on their copyrights because it's trained on user outputs from previous models, which were themselves trained on unlicensed music ripped from YouTube and other sources. Sony and UMG are notable holdouts who did not sign […]
In July, OpenAI revealed that its AI agents had attacked Hugging Face without permission, sparking widespread concerns about AI safety. Since then, a string of similar incidents involving agents from Meta, Anthropic, Google, and other companies has fueled further fears about rogue AI. As disclosures implicating numerous AI models trickled out over the past few […]
Aikido Security has released Altar-1, its first open-weight security model. It is a compressed version of Z.AI’s GLM-5.3, built to run inside infrastructure the customer controls. Altar-1 powers Aikido Machine, the company’s autonomous pentesting appliance for on-prem and air-gapped networks. Is it deployable? Yes, the weights are public on Hugging Face and run with vLLM […] The post Aikido Security Releases Altar-1: An Open-Weight Security Model Pruned From GLM-5.3 to 328 GB appeared first on M
Some say that tech was always about the money and the military. Don’t buy that argument.
Perplexity Research published a new post-training study. It trains a model inside Perplexity Computer on real user sessions, including failed ones. The method pairs rejection sampling fine-tuning with hint-guided self-distillation. In a live A/B test, tool-call failures fell from 2.24% to 1.77% between 2 trained checkpoints. Perplexity team reports this as a statistically significant 21.2% […] The post Perplexity Trains Its Computer Agent on Real Mistakes With Hint-Guided Self-Distillation appea
Cricut announced its first crafting machines with printing capabilities that are primarily designed as all-in-one solutions for turning photos and other images into precut stickers. The Cricut StickerPix Print plus Cut and Cricut StickerPix Print are also two of the smallest machines in the company's current lineup and seem ideal for those whose crafting aspirations […]
For the third year in a row, I've been scared out of my wits by a new Silent Hill game. First it was the modern remake of Silent Hill 2, then the Japan-set spinoff Silent Hill F. Now I find myself slowly crawling through a quaint Scottish town in Silent Hill: Townfall, trying my best […]
A few years back, I was at a beachside Easter egg hunt, watching my kids dash through sand dunes searching for sweet treats. My phone buzzed in my pocket; I ignored it. A moment later, it buzzed again. I pulled it out, glanced down, and saw a "motion detected" notification from my security camera. "Just […]
It's right there in the name: "Insta360" makes 360-degree cameras, ones that film every angle simultaneously so you can shoot first and frame later. It didn't invent the idea, but Insta360 has become so synonymous with 360 cameras that it dominates the category with 73 percent of worldwide marketshare. It's preparing to ship so many […]
After teasing its new Copilot "super app" last month, Microsoft is officially unveiling it today. The redesigned Copilot app bundles three AI capabilities into a single interface of chat, coding, and agents. As part of the launch, Microsoft is also rebranding Scout, the AI personal assistant it unveiled at Build earlier this year, as Autopilot. […]
The US government filed an application to support the company’s legal challenge against a fine issued under the bloc’s Digital Services Act, which Trump has described as “overseas extortion.”
I’ve been reviewing laptops for over a decade, and here’s my advice for finding the right laptop for you.
Email scams that look like an Evite or Paperless Post invitation are meant to snatch your data. For some, they've become an excuse to reconnect with old friends or flames.
Lance Oppenheim’s new film doesn’t paint Chris Hansen as a hero. The To Catch a Predator host's real-world copycats are even more reckless.
The built-in tools on your phone—as well as some inexpensive apps—let you share whatever you’re doing with others.
A quarter-century ago, Borsook published a wildly prophetic, penetrating book about Silicon Valley called Cyberselfish. Then she disappeared.
From electric trucks to health trackers, women designers are guiding consumer tech to a better place.
Dads are typically tough to shop for. Let me help with these WIRED-tested gift ideas.
A Nevada event aimed at a niche audience of fleet managers could mark a milestone in clean transportation.
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Fastino Labs has released GLiNER2.5-Decide, a 340M-parameter open-weight decision model. It takes text and a schema of typed questions and returns structured answers. Each answer comes with a probability distribution, a confidence score, and constraint-feasibility metadata. It targets the frequent judgment calls inside agent pipelines: routing, triage, tool selection, and guardrails. Is it deployable? Yes, […] The post Fastino Releases GLiNER2.5-Decide: A 340M Open-Weight Decision Model That Run
Black Forest Labs (BFL), the lab behind the FLUX image models, has released FLUX 3 Action. It is a 7B open-weights World Action Model (WAM) for robot control. The model reads camera frames, robot state and a text instruction. It then predicts future video frames and the next chunk of actions together. On the RoboLab-120 […] The post Black Forest Labs Releases FLUX 3 Action: A 7B Open-Weights World Action Model That Tops RoboLab-120 appeared first on MarkTechPost.
Remember the Tesla Semi? The long-gestating, heavy-duty truck first introduced in concept form in 2017 is finally in volume production as of April 2026 - nearly a decade after its initial introduction. On Thursday evening, the company held yet another event for the Semi to demonstrate to customers and investors that the long wait was […]
Remember when Microsoft wanted everyone to know that "Copilot Plus PCs" were the ones to get, because those were the PCs that that'd have enough built-in AI muscle to get things done? Two and a half years later, Microsoft and Qualcomm seem to be admitting the brand is already dead. Windows Central's Zac Bowden reports […]
This week on Uncanny Valley, we take you behind our feature on the women struggling after being targeted by the burnerverse.
Google's new Gemini 3.8 Live update lets users have conversations with the model while watching an animated AI persona respond in real time. The "Live Avatar" will lip-sync and show different facial expressions during conversations, but it's currently only available to Gemini Enterprise customers. As noted by Google, Live Avatar can transition between the 97 […]
Instinct saved me $550, booked my restaurant reservations, and warned me about a phishing scam. It also wasted $64 and might be a security nightmare.
BottleCap AI has released ThinkingCap-Qwen3.8-27B, a fine-tune of Qwen3.8-27B that spends 37.2% fewer thinking tokens across 12 benchmarks. Macro accuracy moves from 86.65% to 85.79%, and long-context AA-LCR improves by 2.25pp. The model is a drop-in replacement on vLLM and SGLang, with FP8, NVFP4, GGUF and MLX builds. The post BottleCap AI Releases ThinkingCap-Qwen3.8-27B: 37.2% Fewer Thinking Tokens at a 0.86pp Accuracy Cost appeared first on MarkTechPost.
While PC component prices remain high, you can save a good bit of money on a system by purchasing a prebuilt desktop. Walmart has a well-equipped CyberPowerPC gaming PC on sale for $1,549, almost $600 off its original price of $2,139. It’s powered by an Intel Core i7-14700KF processor, and paired with 32GB of 6000MHz […]
As Jensen Huang puts it, AI can help fight climate change - but only if it inflicts "an enormous amount of pain and suffering" first. The Nvidia CEO discussed the future of energy and AI's impact on our planet in the latest episode of The Ezra Klein Show. But his comments boil down to the […]
Meta has a new plan to get people to make games for its Horizon social platform. The company today announced two new development tools that will let you create games with AI prompts: Horizon Create, a mobile app, and Horizon Studio, a browser app that offers more granular controls. The apps will be available in […]
A pair of developers say that with very little prompting, Meta's Muse will share its entire filesystem with you. Peter James and Jonny L. Saunders have said they both independently coaxed Muse into zipping up and sharing the entire contents of its root filesystem, Ubuntu system files, app templates, and internal documentation. Saunders posted on […]
We seem to be entering into an AI agent renaissance. Meta's new consumer-facing AI agent, Muse, topped the App Store charts soon after its release and has 600,000 daily active users in the US, by an Apptopia estimate. And AI agent platform Instinct, whose eponymous creator is fundraising at a $2.5 billion valuation, has been […]
Google is rolling out some new Chrome browser features that are designed to make it easier to research and study complicated topics. The cross-device tab switching feature is getting a memory upgrade, alongside new capabilities for Gemini in Chrome that can analyze more types of media and generate interactive study quizzes. Chrome has an existing […]
This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Opt in for Optimizer here. Last night, I asked Blorbo - what I named my Muse AI agent - to help me set some health […]
A company called Inmo that makes several different variations of smart glasses has issued a recall for its Air3 because the left temple "can overheat during extended use, posing a risk of serious injury or death due to burn hazard." To date there have been 10 reports of users experiencing a "burning sensation to the […]
Google's launching an "early experiment" feature on Pixel 11 that lets users delegate local business calls to Gemini, like making a reservation, checking if a product is in stock, or rescheduling an appointment. According to Google, you don't even need to start the call to have Gemini handle it for you: Instead of dialing yourself, […]
Call for Me—a feature that’s exclusive to the Pixel 11 series—gives robocalls a new meaning.
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The country’s prime minister expressed disappointment at being informed of the hack only via email. Now Australia is investigating whether OpenAI broke the law.
The Orlando theme park’s immersive Halloween experience now includes hot, brooding guys in an homage to romantasy antiheroes—and it’s leading to record-breaking ticket sales.
A practical guide to useful AI software for work, study, and business.
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A growing body of research is putting the ovary in a new light, not as an egg factory with an expiration date, but as an organ that shapes women’s health long after the fertile years have passed.
Nor’easters are usually a winter phenomenon. But this week’s storm is arriving earlier than usual, and it could take on some characteristics more typical of tropical systems.
Once seen as nerdy but harmless innovators, men in tech are now widely regarded as red-pilled Elon Musk wannabes. It’s made getting laid a whole lot harder.
One of the best things to buy during (or leading up to) sales events is expensive home gadgets. These Roborock robot vacuums are already on markdown.
One of the great mysteries in astronomy has been why Venus has no moon. Now a new theory provides a simple answer: It might have been eaten.
Whether you want a beast of a machine with dedicated graphics or a light, easy-to-upgrade PC, we have the perfect rig for you.
No, it’s not aliens, but a phenomenon caused by magnetic activity that astronomers have never before been able to pin on a specific planet.
Contrastive-LM has released CLM-8B, an open System One model that scores candidate actions against a state instead of generating text. It adds 2 small projection heads to a frozen Qwen3-8B encoder and trains them with a contrastive InfoNCE objective. In zero-shot tests it runs up to 9× faster than TypeSafe's Jev. With fine-tuned heads as a verifier, it reaches 81.6% on held-out DeepSWE tasks and 87.6% on held-out Terminal-Bench 2.1 tasks. The post Contrastive-LM Releases CLM-8B: An Open System O
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This tutorial provides a complete coding guide to TypeSafe AI's Jev, a System One model designed for non-text, structured judgments. It covers installing the official Python SDK, using primitive question types (Choice, Score, Noul), implementing speculative fan-out, confidence-gated routing, and building async production workflows The post A Coding Guide to TypeSafe AI Jev: Typed Decisions, Calibrated Confidence, and Speculative Fan-Out with a System One Model appeared first on MarkTechPost.
Google has released Gemini 3.8 Flash TTS and Flash-Lite TTS, 2 new text-to-speech models available now through the Gemini API and Google AI Studio. Flash TTS designs new voices from natural language prompts across 100+ languages. It ranks #1 on Hume AI's Voice Design Benchmark with a score of 71.4. Flash-Lite TTS targets high-volume dubbing and voice agents at lower cost. The post Google Releases Gemini 3.8 Flash TTS and Flash-Lite TTS With Prompt-Based Voice Design appeared first on MarkTechPos
NVIDIA has released Nemotron 3 Diarization, an open-weight speaker diarization model on Hugging Face. It answers one question about any conversation: who spoke when. The 100M-parameter model tracks up to 8 speakers, including when voices overlap. One checkpoint handles both offline recordings and real-time streaming. Is it deployable? Yes. The weights are released under the […] The post NVIDIA Releases Nemotron 3 Diarization: A 100M-Parameter Open-Weight Model That Tracks 8 Speakers in Real Time
Nokia’s applied research team has open-sourced AnyJev, a Python library that turns an open LLM into a decision model. It needs no training. It targets a common production job: picking one answer from a fixed set instead of writing a sentence. Is it deployable? Yes, it installs from PyPI, ships under Apache-2.0, and has transformers […] The post Nokia Open-Sources AnyJev: A Training-Free Layer That Turns Any Open LLM Into a Calibrated Decision Model appeared first on MarkTechPost.
Kyutai has released Voice of Reason, 2 open-weight speech-to-speech models built on GLM-4-Voice-9B. Supervised fine-tuning and reinforcement learning lift spoken GSM8K accuracy from 27.3% to 77.1%. There is no transcription step and no text LLM in the loop. Both checkpoints are on Hugging Face and run on a single H100. The post Kyutai Releases Voice of Reason: A Speech-Native Model that Solves Spoken Math with Reinforcement Learning appeared first on MarkTechPost.
OpenAI has released GPT-6 Sol and GPT-6 Luna, 2 lower-cost models trained with methods similar to GPT-6 Astra. Sol costs $2/$10 and Luna $0.10/$0.50 per 1M tokens. Both are available now in the API, ChatGPT Work and Codex. They come with improved prompt caching for long-running agents. The post OpenAI Releases GPT-6 Sol and Luna: 50% Cheaper API Pricing and Benchmarks appeared first on MarkTechPost.
Voice input on phones has been solved for years. What has not been solved is the output. Speak into most dictation tools and you get back exactly what you said, fillers and false starts included, in a note you then have to clean up and move somewhere else. SpeakON attacks that gap with hardware: a […] The post SpeakON Ships a MagSafe AI Voice Button With Its Own Microphone appeared first on MarkTechPost.
Anthropic has released Claude Opus 5.5, the first model in its new Claude 5.5 family. The team states it performs at the level of Claude Fable 5.1 on most work. It also costs 40% less to run than Opus 5 on typical workloads at default settings. On Anthropic’s own benchmarks, it leads in agentic coding, […] The post Anthropic Releases Claude Opus 5.5: Fable 5.1-Level Performance at 40% Lower Running Cost Than Opus 5 appeared first on MarkTechPost.