AI News Daily - 2026-10-25
2026-10-25
Today’s Highlights
- Starlink restored in Ukraine after a period of disruption, with reports confirming services are functioning normally again across the country.
- AI’s political leanings exposed as Grok’s model favored Republicans while OpenAI’s model leaned Democratic when forced to pick in blind tests.
- Two critical PHP bugs nearly broke the internet, with AI now making such vulnerabilities significantly more exploitable for attackers.
- NASA solves Orion lander issue and updates its Moon landing plans, while Intel wins a waiver over concerns about a vague US ban on foreign-made robots affecting domestic fabs.
- Apple’s “Pro and Tell” event is generating buzz around the potential touchscreen MacBook Pro, and the iPhone Duo is seeing a wave of innovative apps showcasing its dual-screen potential.
TechCrunch
Starlink seems to be working normally again in Ukraine
Reports confirm that SpaceX’s Starlink satellite internet service appears to have been restored to normal operations in Ukraine following a period of disruption. The connectivity issues had raised concerns among Ukrainian users who rely heavily on the satellite network for communication, especially in areas where traditional internet infrastructure has been damaged or destroyed during the ongoing conflict. The restoration comes as a relief to millions of users across the country who depend on Starlink as a critical lifeline for both personal and military communications.
Will AI expose the rickety infrastructure of the internet?
As AI systems consume increasingly vast amounts of data and computational resources, questions are mounting about whether the underlying infrastructure of the internet can keep pace. Researchers and engineers are raising alarms that much of the global network’s backbone—built on aging fiber-optic cables, overloaded data centers, and fragile routing protocols—may not be designed to handle the exponential growth driven by AI workloads. The concern is that without significant investment and modernization, the very networks that power AI could become its Achilles’ heel, leading to bottlenecks, outages, and degraded service for everyone.
The AI graveyard: a running list of projects and startups that didn’t make it
TechCrunch continues its ongoing chronicle of AI ventures that failed to survive, documenting the stark reality that accompanies every booming industry. The graveyard includes high-profile startups that raised millions but couldn’t find product-market fit, ambitious projects that stalled after their initial hype, and well-funded labs that shuttered their doors within months of launch. For every OpenAI or Anthropic that dominates headlines, dozens of AI companies quietly disappear—a reminder that the “AI gold rush” remains a brutal competitive landscape where funding alone doesn’t guarantee survival.
Instacart reportedly discussed selling itself with DoorDash and Uber
Instacart reportedly held discussions with both DoorDash and Uber about a potential sale, according to reports. The grocery and errand delivery platform has been exploring strategic options as the competitive landscape in on-demand delivery continues to intensify. A sale to either DoorDash or Uber would represent a major consolidation in the sector, combining Instacart’s extensive grocery partnerships with the seller’s existing delivery networks. The discussions highlight the pressure on standalone delivery players as larger rivals look to expand their footprint in the logistics space.
Block’s new voice model sounds eerily human
Square parent company Block has unveiled a new AI voice model that has left listeners stunned by its uncanny realism. The model, developed by Block’s AI team, produces speech with such natural intonation, pacing, and emotional nuance that it’s nearly indistinguishable from human conversation. This advancement in text-to-speech technology positions Block to compete more aggressively in the voice AI space, with potential applications spanning customer service automation, accessibility tools, and content creation. The release marks another step forward in the rapid improvement of synthetic voice quality across the industry.
PHP-ocalypse: How two critical web bugs almost broke the internet
Two critical vulnerabilities in PHP, the widely used server-side scripting language, came within inches of causing widespread internet disruption after being discovered. The bugs, which affected core parsing and memory management functions, could allow attackers to execute arbitrary code or cause catastrophic failures on servers running vulnerable versions. What made the situation especially alarming was the revelation that AI-powered vulnerability scanners and automated exploit tools are making such bugs far more dangerous and accessible than in the past, turning theoretical flaws into immediately weaponizable threats. Security researchers are urging all PHP administrators to patch their systems immediately.
These clever apps show off the iPhone Duo’s potential
The newly announced iPhone Duo is beginning to see a growing ecosystem of applications designed to take full advantage of its unique dual-screen form factor. Developers have rushed to create apps that leverage the expanded real estate, ranging from split-screen productivity tools to immersive media experiences that use both displays simultaneously. Early adopters are finding that apps built specifically for the Duo feel significantly more powerful and intuitive than their single-screen counterparts, suggesting that the hardware may finally give Apple a compelling reason for consumers to upgrade. The innovation so far points to a future where multi-display devices become a serious alternative to tablets and laptops.
Forced to pick, Grok’s AI model chooses Republicans. OpenAI’s picks Democrats.
In a revealing test of AI political bias, when asked to choose between political parties without any contextual information, Grok—the AI developed by xAI—leaned toward the Republican Party, while OpenAI’s ChatGPT model favored the Democratic Party. The experiment, which stripped away any framing or nuance and forced the models to make a direct selection, sparked intense debate about whether AI systems inherently inherit the political leanings of their creators and training data. Both companies have faced scrutiny in the past over perceived ideological biases, and these results add fresh fuel to the ongoing discussion about neutrality and transparency in AI development.
The Boox Palma 2 Pro finally got me to stop reading on my phone
Reviewers are calling the Boox Palma 2 Pro a game-changer for those looking to escape the endless scroll of smartphone screens without sacrificing portability. The e-reader smartphone hybrid combines a lightweight phone-sized body with a high-resolution E Ink display that’s gentle on the eyes and delivers hours of battery life. Unlike phones that demand constant attention, the Palma 2 Pro encourages focused, distraction-free reading, making it an ideal companion for commuters and casual readers alike. The device’s physical page-turn buttons and customizable interface further reinforce its purpose as a dedicated reading machine disguised as a phone.
Here are the top AI agents that can live in your text messages
AI-powered messaging agents are rapidly emerging as one of the most practical applications of conversational AI, embedding themselves directly into the text threads people already use every day. These agents can schedule appointments, answer questions, summarize conversations, and even negotiate services—all without requiring users to open a separate app or platform. From scheduling assistants to shopping helpers, the latest generation of SMS-based AI agents is blurring the line between chatbot and personal assistant, and early users say the convenience factor is hard to ignore. The technology signals a shift toward ambient AI that operates invisibly within existing communication workflows.
The Verge
Blue Planet III is keeping the rough edges in the age of AI
The latest installment of the beloved nature documentary franchise is deliberately preserving the raw, unpolished quality that made its predecessors so captivating—even as AI-driven post-production tools make it easier than ever to smooth out imperfections. Producers of Blue Planet III argue that the authenticity of real footage, including its uneven pacing and imperfect moments, is precisely what connects viewers to the natural world. In an era where AI can generate flawless but soulless content, the show’s commitment to organic, human-edited storytelling stands as a deliberate artistic statement about the value of imperfection.
Pennsylvania will require labels on AI-generated ads
Pennsylvania has introduced legislation requiring clear disclosures on any advertisements created or significantly altered by artificial intelligence. The proposed AI Deceptive Advertising Act would mandate that consumers be explicitly informed when an ad’s content, imagery, or voice has been generated by AI, aiming to combat the growing problem of synthetic media being passed off as genuine human-created material. The move follows a national trend of states grappling with how to regulate AI-driven misinformation, and advocates argue that labeling requirements are a minimal but necessary step toward preserving consumer trust in digital advertising.
Fielded is obsessed with scammers and unhinged Japanese cyberpunk
The creative studio behind Fielded has carved out a distinctive niche at the intersection of social engineering lore and the garish, neon-drenched aesthetic of Japanese cyberpunk fiction. Their latest projects draw inspiration from the world of online fraudsters and con artists, reimagining their tactics and personas through a futuristic, dystopian lens. The result is a body of work that feels both unsettling and exhilarating, blending documentary-level research with wildly imaginative visual design that references everything from Akira to modern phishing scams. It’s a bold artistic direction that challenges audiences to confront the uncomfortable reality that the future of deception is already here.
LG’s brilliant C6 OLED TV is already $400 off ahead of Black Friday
LG’s highly regarded C6 OLED television is seeing an early price drop of $400 as retailers begin their pre-Black Friday sales events. The TV, praised for its exceptional picture quality, deep blacks, and vibrant color reproduction, has long been considered one of the best mid-range OLED options available. This early discount suggests that retailers are positioning aggressively ahead of the holiday shopping season, and deal hunters should act quickly since prices are likely to drop further on Black Friday itself. The C6 remains a compelling choice for anyone looking to upgrade their home theater setup without stepping into flagship pricing territory.
What to expect from Apple’s ‘Pro and Tell’ event
Apple’s upcoming “Pro and Tell” event is expected to focus heavily on the next generation of its Pro lineup, with the standout rumor pointing to a touchscreen MacBook Pro that could fundamentally change how users interact with the company’s laptop lineup. Analysts anticipate announcements around new display technologies, updated M-series chips, and potentially a reimagined input method that merges touch and trackpad functionality. The event is also expected to showcase how the iPhone Duo’s dual-screen paradigm might inform future Mac design philosophy, as Apple continues to push the boundaries of what a laptop can do.
I hope Apple’s touchscreen MacBook takes some lessons from this Lenovo laptop
A recent review suggests that if Apple’s anticipated touchscreen MacBook is going to succeed, it should take serious design cues from Lenovo’s existing touch-enabled ThinkPad and Yoga laptops. Lenovo has spent years refining the balance between touchscreen responsiveness, keyboard ergonomics, and stylus integration—areas where Apple’s first foray into touch Macs could stumble. The review highlights specific features like adjustable screen hinges, pressure-sensitive stylus support, and software that adapts its interface based on input mode, arguing that Apple’s hardware innovation would benefit greatly from studying a competitor that has already solved many of these problems.
Lee Chang Dong ponders the ethics of the camera
Legendary South Korean director Lee Chang-dong reflects on the moral responsibilities of filmmaking and the way the camera can both reveal and violate. In a candid interview, the acclaimed filmmaker discusses how the act of filming is never neutral, and how directors must constantly grapple with the power dynamics inherent in capturing real people on screen. His reflections draw on decades of experience crafting deeply human stories, and he warns against the seductive pull of technological tools that promise authenticity while simultaneously distorting it. The conversation serves as a poignant meditation on art, observation, and empathy in the age of ubiquitous cameras.
Laika has spent 20 years building up to Wildwood
Stop-motion animation studio Laika is celebrating two decades of handcrafted cinematic artistry with the release of Wildwood, a project that represents the culmination of everything the studio has worked toward since its founding. Known for groundbreaking films like Coraline, ParaNorman, and Missing Link, Laika has consistently pushed the technical and emotional boundaries of stop-motion storytelling. Wildwood brings the studio’s signature meticulous attention to detail to a richly imagined world, proving that even in an era dominated by CGI, the tactile beauty of physical animation continues to resonate with audiences and critics alike.
It’s time to find a new browser
A compelling editorial argues that the current browser landscape has stagnated to the point where users should seriously consider alternatives to their default choices. Despite being marketed as competitors, major browsers have converged around similar designs, feature sets, and business models centered on data collection and advertising. The rise of AI-powered search and conversational interfaces is further reducing the browser’s role as a primary gateway to the web, making the question of which browser to use increasingly moot. The piece recommends exploring less mainstream options that prioritize privacy, performance, and user control over corporate interests.
Xbox’s first chief operating officer is out after just a few months
Microsoft’s Xbox division has parted ways with its first-ever chief operating officer, Helen Chiang, after only a few months on the job. The short tenure marks an unusual chapter in Xbox’s executive history and has sparked speculation about the internal challenges facing the gaming division as it navigates a shifting industry landscape. Chiang’s departure comes amid broader organizational restructuring at Microsoft Gaming and raises questions about the company’s leadership stability as it competes with Sony and Nintendo while also pursuing cloud gaming and subscription-based revenue models.
Ars Technica
A 1,000-mile cloud on Mars may reveal physics never seen in nature
Scientists analyzing data from Mars have identified a massive cloud formation stretching approximately 1,000 miles across the Martian atmosphere—a phenomenon so unusual that it may exhibit physical properties never before observed on Earth. The cloud’s unprecedented scale and behavior suggest that Mars’ thin atmosphere and extreme temperature variations create conditions capable of generating atmospheric dynamics that challenge existing models. Researchers believe that studying this phenomenon could yield insights into fluid dynamics and atmospheric physics that are applicable to exoplanet research and our understanding of planetary climates more broadly.
Ice sheet expansion may have started 2,000 years ago, but we canceled that
New paleoclimate evidence suggests that Earth’s ice sheets may have begun expanding roughly 2,000 years ago, following a natural cooling trend that was underway before the Industrial Revolution. However, human-driven greenhouse gas emissions have effectively canceled that expansion, reversing the trajectory and pushing the planet toward significant ice loss instead. The findings underscore how profoundly human activity has altered Earth’s climate systems, essentially overriding a slow but steady natural process that would have slowly reshaped the planet’s geography over millennia.
NASA updates lander plans for Moon landings, finally solves long-festering Orion issue
NASA has announced revised plans for its lunar landing architecture that reportedly resolve a long-standing technical issue with the Orion spacecraft that has plagued the agency for years. The updated strategy involves modifications to the lander’s descent and ascent phases, incorporating lessons learned from recent test flights and new propulsion technologies. This development is a significant milestone for the Artemis program, which aims to return humans to the Moon, and could help restore confidence in the timeline for sustained lunar presence after years of delays and technical setbacks.
Hegseth warns prediction market bets warp military judgment, endanger troops
Defense Secretary Pete Hegseth has issued a memo warning that gambling on prediction markets related to military operations could distort decision-making and put troops at risk. The directive flags concerns that the availability of betting odds on outcomes such as mission success, casualty figures, or geopolitical shifts could subtly influence how military leaders assess risk and plan operations. The warning reflects growing unease within the Department of Defense about the encroachment of commercial speculation into sensitive military planning domains and the potential for market signals to override professional judgment.
Updated Google privacy policy says your Gmail might be used for advertising
Google has updated its privacy policy to clarify that content from Gmail may be analyzed and used for targeted advertising purposes, reinforcing the company’s data practices that have drawn scrutiny in the past. The update specifies that machine learning algorithms scan email content to serve personalized ads, though Google maintains that no individual emails are read by human reviewers. Privacy advocates argue that the policy underscores the inherent trade-off of using free services and are calling for stronger regulatory protections to give users more control over how their communications data is utilized.
Inside the Pentagon, the pressure is on to find a home for a new spaceport
Senior military leaders are pressing for a new spaceport facility by 2030, citing the Strategic Space Launch and Reentry Facility’s need for a permanent, dedicated launch site that can support the growing demands of the Space Force. The search for a location has proven contentious, with several sites under consideration and competing interests from Congress, local communities, and environmental groups. The urgency stems from the Pentagon’s assessment that relying on commercial launch providers alone is insufficient for national security missions that require guaranteed access to space on demand.
Spotify ramps up policy enforcement on family plans
Spotify is intensifying its enforcement of family plan policies, cracking down on accounts that share subscriptions across households that don’t meet the eligibility requirements. The streaming giant has been using location data, device checks, and usage pattern analysis to identify and penalize accounts that appear to be splitting a single family plan among unrelated users. The move comes as Spotify faces margin pressure and is looking to reduce revenue leakage from subscription sharing, a practice that has become increasingly common as economic pressures push consumers to seek cheaper ways to access the platform.
Crows can evaluate visual info twice as fast as mammals
A new study has found that crows are capable of processing and evaluating visual information approximately twice as fast as most mammalian species, a cognitive advantage that likely contributes to their remarkable adaptability and problem-solving abilities. Researchers measured the birds’ neural processing speeds and found that their visual cortex operates at a pace that exceeds even some primates, allowing them to make rapid decisions while navigating complex environments. The finding adds to a growing body of evidence that avian intelligence is far more sophisticated than traditionally assumed and warrants serious reconsideration of how we understand animal cognition.
Intel gets waiver after worries fuzzy US ban on foreign-made robots may hit fabs
Intel has secured a waiver from the US government after raising concerns that a broadly worded ban on foreign-made robotics equipment could inadvertently affect its domestic semiconductor fabrication operations. The company argued that certain advanced robotic systems used in chip manufacturing, while assembled in the United States, rely on components sourced from countries subject to the restrictions. The waiver grants Intel temporary relief, but the episode highlights the complexities and unintended consequences of export control policies in an industry where global supply chains are deeply intertwined.
RFK Jr.’s vaccine injury clinic could damage NIH hospital, board warns
A board overseeing the NIH Clinical Center has warned that Robert F. Kennedy Jr.’s proposed vaccine injury clinic could undermine the hospital’s reputation and operational integrity. The clinic, which aligns with Kennedy’s well-documented skepticism toward vaccines, has raised concerns among medical professionals that it could lend institutional credibility to scientifically discredited claims. Critics argue that locating such a clinic within a premier federal medical research facility risks confusing patients and the public about the overwhelming scientific consensus on vaccine safety, potentially eroding public trust in immunization programs.
Product Hunt
River Writer
River Writer is a new writing application designed for authors and content creators who want a clean, distraction-free environment for drafting and editing. The platform emphasizes a minimalist interface with powerful organizational tools, allowing writers to structure long-form content efficiently while maintaining focus on the creative process.
How It Went
How It Went is a tool that helps users document and reflect on how projects, events, or experiences actually played out compared to expectations. It serves as a practical journaling and复盘 tool for teams and individuals looking to build better forecasting habits and learn from outcomes.
Byter
Byter is a developer-focused utility that simplifies byte-level data manipulation and visualization, making it easier for engineers to inspect, convert, and work with raw data at the bit level. It targets developers who need quick, reliable tools for low-level data operations without writing custom scripts.
sideOS.ai
sideOS.ai is an AI-powered operating system assistant that runs alongside your primary OS, offering proactive help, automation, and context-aware suggestions without interrupting your workflow. The tool positions itself as a background intelligence layer that learns your habits and surfaces relevant actions before you need them.
Basedash Scheduled CSV Exports
Basedash has added scheduled CSV export functionality, allowing users to automate the regular export of database query results into CSV files. This feature is particularly useful for teams that need to set up recurring data pipelines or reports without manual intervention, streamlining the process of sharing structured data with stakeholders.
Penta
Penta is a CD player and changer application that brings the functionality of physical disc playback into a digital interface, catering to audiophiles and collectors who prefer the sound quality and ritual of optical media. The app offers high-fidelity playback and a curated library management system for those who maintain physical music collections.
Canva Craft
Canva Craft is a new AI-powered design tool from Canva that helps users generate polished creative assets through natural language prompts. It extends Canva’s existing design platform with generative AI capabilities, allowing users to create images, layouts, and graphics with unprecedented speed and flexibility.
myPip
myPip is a Python package management tool that simplifies the process of creating, sharing, and installing custom pip packages. It aims to reduce the friction that developers often encounter when distributing internal tools or small utilities across teams and projects.
Many Displays
Many Displays is a utility that helps users manage and configure multiple monitor setups with greater ease, offering centralized control over resolution, scaling, arrangement, and per-display settings. It’s aimed at power users and professionals who rely on multi-monitor configurations for productivity workflows.
zCAD AI
zCAD AI is an AI-enhanced computer-aided design tool that integrates generative design capabilities into the CAD workflow, allowing engineers and designers to iterate on 3D models using natural language descriptions and AI-driven suggestions. The tool promises to reduce the time between concept and finished design for mechanical and product design applications.
GitHub Trending
cloudflare / security-audit-skill
Cloudflare has released a new security audit skill designed to help developers and organizations systematically evaluate the security posture of their applications and infrastructure. The open-source tool provides structured guidance for identifying vulnerabilities, misconfigurations, and compliance gaps, making it easier to integrate security reviews into development workflows.
NVIDIA / OpenShell
NVIDIA has open-sourced OpenShell, a toolkit aimed at simplifying the development and deployment of shell-based AI agents for GPU-accelerated environments. The project provides abstractions and utilities that make it easier for developers to build intelligent command-line tools that can leverage NVIDIA’s hardware for high-performance computing tasks.
aws / agent-toolkit-for-aws
AWS has released an agent toolkit designed to help developers build AI agents that can interact with AWS services natively. The toolkit provides pre-built integrations, authentication patterns, and security best practices, lowering the barrier for creating autonomous agents that can manage cloud infrastructure, run queries, and perform operational tasks across AWS environments.
Nutlope / hallmark
Hallmark by Nutlope is an open-source project that leverages AI to generate personalized greeting cards and messages. The tool uses natural language processing to craft unique, context-aware sentiments for various occasions, combining AI-generated text with customizable visual templates to create thoughtful digital or print-ready cards.
luongnv89 / claude-howto
This repository serves as a comprehensive guide to working with Claude, Anthropic’s AI assistant, covering everything from basic prompting techniques to advanced workflow automation. It’s a community-driven resource that documents best practices, code examples, and strategies for getting the most out of Claude across different use cases.
pbakaus / impeccable
Impeccable is a project focused on achieving zero-defect software through rigorous testing, formal verification, and continuous integration practices. The repository shares methodologies, tools, and case studies for teams that want to elevate their code quality standards and minimize the likelihood of bugs reaching production.
pollen-robotics / microduck
Microduck from Pollen Robotics is a compact, open-source robotic platform designed for education and prototyping. The robot features modular sensors, programmable actuators, and a friendly interface that makes it accessible for students and hobbyists interested in robotics, while still offering enough capability for more advanced experiments.
google-gemini / gemini-cli
Google has released Gemini CLI, a command-line interface for interacting with Google’s Gemini AI models. The tool allows developers to access Gemini’s capabilities directly from their terminal, enabling AI-assisted coding, file manipulation, and task automation within existing development workflows without leaving the command line.
jbiaojerry / ebook-treasure-chest
Ebook Treasure Chest is a curated collection and management tool for digital book lovers, offering features like metadata enrichment, format conversion, and organization by genre, author, or reading status. The project targets readers who maintain personal libraries and want a more powerful alternative to basic ebook readers.
makecindy / cindy
Cindy is a creative coding and generative art tool that enables users to produce visual art through code, with a focus on accessibility and iterative design. The platform provides a visual programming interface alongside traditional code editing, making it approachable for beginners while still offering depth for experienced generative artists.
MIT Technology Review
The Download: testing six tech promises and biotech’s blind spots
The latest episode of MIT Technology Review’s podcast examines six major technology promises—ranging from AI assistants to quantum computing—and evaluates how well they’ve delivered on their hype. The episode also explores the blind spots in biotech, where rapid advances sometimes outpace our understanding of long-term consequences, raising questions about whether the industry’s enthusiasm is matched by commensurate caution and oversight.
In the biotech world, you can’t see everything
An investigative piece examines the limitations of visibility in the biotech industry, where proprietary research, opaque clinical trials, and concentrated funding can obscure the true state of scientific progress. Drawing parallels to past scandals like Theranos, the article argues that the lack of transparency in biotech makes it difficult for investors, regulators, and the public to assess which companies are making genuine breakthroughs versus those riding waves of speculation and poor data.
Designing an AI serving harness built to last
A technical deep-dive into the engineering challenges of building robust AI model serving infrastructure that can sustain production workloads over time. The article covers topics like model versioning, canary deployments, load balancing, and failure recovery, offering practical guidance for teams that need to move beyond prototype deployments to reliable, scalable AI systems in production environments.
The Foundations of Scalable AI
This event recap from MIT Technology Review explores the foundational principles behind building AI systems that can scale effectively. Speakers discussed the importance of data quality over data quantity, the role of efficient model architectures, and the operational discipline required to manage AI systems at enterprise scale. The conversation emphasized that scaling AI is as much about engineering rigor and organizational practices as it is about raw computational power.
The Download: computing’s next leap and permafrost’s climate threat
Another episode of The Download podcast tackles two distinct but interconnected themes: the next frontier in computing, including advances in neuromorphic chips and quantum processors, and the accelerating threat posed by permafrost thaw. The permafrost segment highlights how ancient carbon stores are being released at alarming rates, potentially triggering feedback loops that could dramatically accelerate global warming beyond current projections.
Making the case for context-aware AI
MIT Technology Review argues that the next meaningful advance in AI will come from systems that understand and adapt to context rather than simply generating statistically plausible outputs. The piece contends that today’s models excel at pattern matching but struggle with genuine situational awareness, and that bridging this gap will require new architectures that can maintain persistent context, understand causality, and reason about the specific circumstances in which they’re deployed.
Three things you should know about permafrost
An educational primer on permafrost covers the essential facts: permafrost stores roughly twice the amount of carbon currently in the atmosphere, it’s thawing at an accelerating rate due to rising global temperatures, and its degradation releases not just carbon dioxide and methane but also ancient pathogens and pollutants that scientists are only beginning to understand. The piece underscores the urgency of the issue and its implications for climate modeling and policy.
AI’s hidden storage bill: what inference leaves behind
Every AI inference request generates not just a computational cost but also a significant storage footprint, from cached tokens and intermediate activations to logged interactions and model artifacts. This article examines the often-overlooked infrastructure expenses of running AI at scale, arguing that storage costs are becoming a major line item in AI budgets and that optimizing for storage efficiency will be as important as optimizing for compute efficiency in the years ahead.
The Download: introducing the Impossible issue
MIT Technology Review introduces a special “Impossible” issue that explores technologies and scientific frontiers that were once considered impossible but are now within reach. The issue examines everything from gene editing and fusion energy to artificial general intelligence, asking what it takes to turn the implausible into the practical and what obstacles remain standing between us and breakthroughs that once seemed pure science fiction.
We can do impossible things
The editor’s letter for the Impossible issue reflects on humanity’s track record of achieving what was once deemed unachievable, from landing on the Moon to sequencing the human genome. The piece argues that the label of “impossible” often says more about the limitations of current thinking than about any fundamental barrier, and it calls on readers to approach the technologies featured in the issue with both optimism and critical scrutiny.
WIRED
The PHP Meltdown Shows How AI Makes Bugs More Exploitable
The recent PHP vulnerability crisis demonstrates a disturbing new trend: AI tools are making it significantly easier for malicious actors to discover, understand, and exploit software bugs. Security researchers note that AI-powered vulnerability scanners and code analysis tools can now identify exploitable flaws in common languages like PHP at a speed and accuracy that far surpasses traditional methods. This development means that the window between a bug’s discovery and its exploitation is shrinking dramatically, putting pressure on developers and organizations to adopt faster patching cycles and more resilient security practices.
New mRNA Vaccine Reduces Risk of Melanoma Recurrence by Over 40 Percent
A groundbreaking new mRNA vaccine has shown a reduction in melanoma recurrence risk by more than 40 percent in clinical trials, marking a significant advance in cancer immunotherapy. The personalized vaccine is designed to train the immune system to recognize and attack tumor-specific mutations unique to each patient’s cancer, representing a major step forward in the field of precision oncology. Researchers describe the results as transformative and say the approach could eventually be adapted for other types of cancer beyond melanoma.
Best Pet Camera of 2026: Furbo, Petcube, and Enabot
WIRED’s roundup of the best pet cameras for 2026 highlights top picks from established brands like Furbo and Petcube alongside innovative newcomers like Enabot. The review covers key features including video quality, two-way audio, treat-dispensing capabilities, AI-powered pet detection, and mobile app usability. With the pet tech market continuing to evolve, these cameras offer owners new ways to monitor and interact with their pets remotely, combining convenience with the peace of mind that comes from staying connected to their animals throughout the day.
9 Unique Apps to Try on the iPhone Duo
A curated list of nine standout applications that make the most of the iPhone Duo’s dual-screen design, demonstrating the kind of experiences that become possible when apps are built specifically for multi-display hardware. The selection includes productivity tools that span both screens, media players that use one display for controls and the other for content, and creative apps that take advantage of the expanded canvas. The review argues that these apps represent the kind of genuinely new interaction paradigms that justify the hardware redesign.
My Favorite Sofa Is Discounted for Joybird’s Semiannual Sale
Joybird’s semiannual sale is offering discounts on some of the most popular sofas in their lineup, including the brand’s best-reviewed models known for their mid-century modern aesthetics and durable construction. The sale provides an opportunity for interior design enthusiasts to acquire high-quality furniture at reduced prices, with options spanning several colorways and fabric choices. The event underscores the continued popularity of direct-to-consumer furniture brands that combine design-forward pieces with competitive pricing.
12 Absolutely Banging Proper Watches Under $400
A roundup of twelve exceptional watches under $400 that deliver strong value without sacrificing style or build quality. The selections range from classic dress watches to rugged field timepieces, covering brands and models that offer genuine horological merit at accessible price points. The guide emphasizes craftsmanship, movement reliability, and design coherence as the key criteria, helping readers avoid the trap of paying for brand name alone while still getting a timepiece that looks and performs well.
The Qubitunes Soundstage Toy Is a Great Gift for Kids
The Qubitunes Soundstage toy introduces children to music production and sound design through an intuitive, hands-on interface that makes creating music feel like play. The starter kit includes modular synthesizer elements, drum pads, and recording tools that are designed to be accessible to young users while still offering enough depth to keep them engaged as their skills develop. Reviewers praise it as one of the most thoughtfully designed educational toys of the year, combining genuine musical learning with the kind of creative freedom that sparks lasting interest.
Best Laptops (2026): My Top Recommendations After Testing Hundreds
WIRED’s comprehensive guide to the best laptops of 2026 is based on extensive testing of hundreds of machines across every category and price range. The recommendations cover ultraportables, workstations, gaming laptops, and budget options, with detailed notes on performance, display quality, battery life, build quality, and value. The guide serves as a practical buying reference for anyone looking to purchase a laptop, cutting through marketing claims with real-world measurements and long-term usage assessments.
Ray-Ban Meta Audio Review: The Best Smart Glasses
The Ray-Ban Meta Audio smart glasses continue to set the standard for wearable technology that doesn’t look like wearable technology. This review highlights the improved audio quality, enhanced microphone array, and seamless integration with Meta’s AI assistant as key upgrades that make the glasses more practical for everyday use. The combination of stylish eyewear design with functional smart features—transparent audio, voice commands, and camera capabilities—makes them the most refined option in a crowded and often gimmicky smart glasses market.
Garmin Vivoactive 5 and Forerunner 165 Are up to 30 Percent Off (2026)
Garmin’s Vivoactive 5 and Forerunner 165 smartwatches are seeing discounts of up to 30 percent, making two of the brand’s most popular fitness watches more affordable than ever. The Vivoactive 5 offers a versatile all-around fitness tracker with health monitoring features, while the Forerunner 165 targets runners with GPS tracking, training metrics, and a bright AMOLED display. The price drops coincide with the pre-Black Friday sales period and represent some of the best values available on Garmin’s mid-range smartwatch lineup.
Lobsters
I want my Wednesday back
A reflective blog post lamenting the gradual erosion of Wednesday as a meaningful day of the week in modern professional culture. The author argues that as remote work, always-on communication, and the blurring of work-life boundaries have intensified, Wednesday has lost its traditional role as the midpoint anchor that gives structure to the workweek. The piece is both a personal meditation and a broader cultural observation about how the rhythms of work have changed and what we’ve lost in the process.
Balloting has completed for C++26. Unfortunately it was Disapproved
The balloting process for the C++26 standard has concluded, but the proposed standard was ultimately disapproved rather than approved. The rejection highlights ongoing tensions within the standards committee over the pace and direction of language evolution, with some members arguing that the proposed changes were too aggressive while others felt they didn’t go far enough. The outcome means C++26 will not proceed as planned, and the committee will need to revisit and potentially rework several proposals before the next iteration.
Indian government sites are serving revoked eMudhra certificates
An investigation has revealed that several Indian government websites continue to serve expired and revoked SSL certificates from the certification authority eMudhra, exposing users to potential man-in-the-middle attacks and undermining the security of official digital services. The issue has persisted despite eMudhra revoking the certificates, suggesting gaps in both certificate monitoring and renewal processes on the government side. Security experts are urging authorities to implement automated certificate lifecycle management to prevent such oversights.
Bringing uv and ty together
A new integration between uv, the fast Python package installer and resolver, and Ty, a tool for type checking and development, aims to streamline the Python developer workflow by combining dependency management and type safety in a unified toolchain. The collaboration addresses a common pain point for Python developers who currently need to coordinate between multiple tools for installation, resolution, and type checking, and the integrated approach promises faster feedback loops and simpler project configuration.
Wild version 0.11.0 released
The Wild linker, a high-performance LLVM-compatible linker for Linux, has released version 0.11.0 with a number of improvements and new features. The update includes better support for modern linking flags, performance optimizations for large binaries, and bug fixes that address issues reported by the growing community of users building demanding projects with the tool. Wild continues to gain traction as a viable alternative to traditional linkers like GNU ld and LLD, particularly in scenarios where build time is a critical concern.
Be Aware of What’s in Your Logs
A practical security article warns developers about the risks of logging sensitive data, from API keys and session tokens to personally identifiable information that can leak through log files. The piece provides concrete examples of how sensitive data ends up in logs—often accidentally—and offers actionable recommendations for implementing log sanitization, access controls, and retention policies. The central message is that log files are an often-overlooked attack surface that deserves the same level of security scrutiny as any other data store.
Attention people who think UB is fine
A pointed article directed at developers who dismiss undefined behavior in systems programming, arguing that treating UB as harmless is a dangerous mindset that leads to subtle, hard-to-diagnose bugs and security vulnerabilities. The author uses concrete examples from C and C++ to demonstrate how undefined behavior can manifest differently across compilers, architectures, and optimization levels, making code that appears to work correctly on one system silently fail on another. The piece is a call for greater rigor and respect for the rules of the languages developers use.
Emacs finally folds to my liking
A satisfied Emacs user shares their configuration for text folding that finally meets their expectations, after what they describe as years of dissatisfaction with the built-in folding behavior. The post details the customization process, including elisp tweaks and package selections, that resulted in a folding experience that’s both reliable and intuitive. The article reflects the broader Emacs culture of relentless personalization, where users invest significant effort to make their editor match their exact workflow preferences.
How to run a city builder on 16 MHz
An impressive engineering feat demonstrated by a developer who successfully ran a city-building simulation game on hardware clocked at just 16 megahertz. The project required extensive optimization, including custom rendering pipelines, memory management tricks, and algorithmic simplifications that preserved the core gameplay experience while drastically reducing computational requirements. The result is a testament to what’s achievable through careful engineering and a deep understanding of both the software and the constraints of low-power hardware.
The glorious @xkcdRandom Zig builtin
A celebratory blog post explores the wonderfully quirky @xkcdRandom builtin in the Zig programming language, which provides a simple way to generate pseudo-random numbers with a name that acknowledges the influence of the xkcd comic. The author delightfully examines how such a seemingly minor feature reflects Zig’s design philosophy of embracing humor and personality in a systems programming language, while also providing genuinely useful functionality that developers will reach for regularly.
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The Tusi Couple: 8 Beads in Straight Lines that Roll as a Circle (3D Printable, Python)
A fascinating project that brings the Tusi couple—a geometric construct dating back to the 13th century—to life through 3D printing and Python simulation. The Tusi couple describes how two circles, one inside the other with half the radius, can produce linear motion from circular rotation, a mechanism that was historically significant in astronomical models. The project provides both a 3D-printable model and Python code for visualizing the motion, making this classical geometry concept accessible and tangible for educators and hobbyists alike.
Building Eight Industry SaaS Products at Brainfy AI
A behind-the-scenes look at how Brainfy AI developed eight different SaaS products across various industries in a relatively short timeframe. The article details the architectural decisions, team structure, and development methodologies that enabled rapid product iteration, including the use of AI-assisted coding, modular design patterns, and shared infrastructure components. The experience offers valuable lessons for startups and engineering teams looking to validate multiple product ideas quickly without spreading resources too thin.
Duplicate of #…: an Open Model that Remembers 23,000 GitHub Issues so Maintainers Don’t Have to
An open-source AI model has been developed specifically to help GitHub maintainers by remembering and retrieving information from tens of thousands of historical issues. The model is trained to understand the context and content of past issues, enabling it to suggest duplicates, provide relevant previous discussions, and answer questions about past bugs and feature requests. This tool could significantly reduce the burden on maintainers who struggle to keep track of the sheer volume of issues in popular repositories.
A Powered Test: Do Small AI Models Quote a Student’s Misspelling Back Less Exactly? (No Clear Difference)
An interesting experiment tested whether smaller AI models are more likely to paraphrase a student’s misspelled text rather than reproducing the errors verbatim, in an attempt to avoid appearing to mock the student. The results showed no clear difference between small and large models in their tendency to reproduce exact misspellings, suggesting that the behavior is more influenced by prompt framing and model alignment than by model size. The finding has implications for how educators and researchers design prompts for academic integrity applications.
Verity JE for Minecraft Java Edition: Setup, Requirements and Safe Installation
A comprehensive guide to Verity JE, a mod designed for Minecraft Java Edition that enhances gameplay with additional features and quality-of-life improvements. The article covers system requirements, step-by-step installation instructions, and safety considerations for players who want to add the mod to their game without risking save file corruption or conflicts with other mods. The guide is aimed at both novice and experienced Minecraft modders looking for a reliable way to set up Verity JE.
When the Server Is the Attacker: curl CVE-2026-92392 and the Embedded libcurl You Forgot About
A security analysis of CVE-2026-92392, a vulnerability in curl that exploits the fact that many applications embed libcurl without keeping it updated. The flaw allows a malicious server to exploit the embedded library, turning what should be a client-side tool into a vector for attacks against unsuspecting applications. The article warns developers to audit their dependencies for embedded curl instances and to ensure they’re running patched versions, as the widespread nature of libcurl embedding makes this a particularly dangerous class of vulnerability.
Two Small Agents, One Local Model: LazyMate + SellerMate for Slow and Steady
A creative project that deploys two lightweight AI agents—LazyMate and SellerMate—powered by a single local large language model, designed for users who prefer a gradual, unhurried approach to AI assistance. LazyMate focuses on productivity and task management, while SellerMate handles e-commerce and sales-related tasks, both running locally to ensure privacy and avoid subscription fees. The article walks through the setup process and demonstrates how two specialized agents can coexist on the same model without conflict, offering a practical alternative to cloud-based AI services.
A Receipt Is a Checksum: Two Open Models Read the Bill, the Arithmetic Decides Which One to Trust
An intriguing experiment where two open-source AI models independently read and interpret a restaurant receipt, then cross-check their results against the actual arithmetic to determine which model’s reading was more accurate. The project demonstrates a practical application of AI in everyday life—verifying bills for errors—and provides a comparative analysis of how different models handle OCR, numerical reasoning, and contextual understanding. The results offer insight into the relative strengths and weaknesses of open models in real-world scenario testing.
Fine-Tuning Your Facts Is Hardcoding Them Into a Binary Nobody Can Read
A critical perspective on the practice of fine-tuning AI models with specific facts, arguing that this approach effectively hardcodes knowledge into model weights in a way that’s opaque and irreversible. The author contends that fine-tuning for factual accuracy is fundamentally different from retrieval-augmented generation or external knowledge bases, and that the lack of interpretability makes it difficult to verify, correct, or update the implanted information. The piece calls for more transparent and auditable approaches to ensuring AI factuality.