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AI News Daily - 2026-11-05

2026-11-05

Today’s Highlights


TechCrunch

OpenAI is already trying to shape the 2028 election

OpenAI is reportedly making early moves to influence the 2028 U.S. presidential election, signaling the company’s growing ambition to extend its reach beyond technology and into the political arena. The move comes as AI companies face increasing scrutiny over their role in public discourse and democratic processes. Details on the specific strategies and partnerships involved remain under development, but the announcement underscores the deepening intersection between big AI and American politics.

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Meta acquires AI coding startup Conductor

Meta has acquired Conductor, an AI coding startup, in another sign of Big Tech’s relentless hunger for engineering talent in the competitive AI arms race. Conductor builds tools that help developers write and manage code using AI assistance. The acquisition gives Meta a stronger foothold in developer-facing AI infrastructure, complementing its existing open-source efforts and internal tooling. Financial terms were not disclosed.

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Hackers stole DreamHost customer files and inboxes during months-long attack

DreamHost has confirmed that hackers carried out a months-long intrusion into its infrastructure, stealing customer files and email inbox contents. The attack exploited vulnerabilities in the company’s systems over an extended period, giving threat actors significant access before detection. DreamHost is urging affected customers to change passwords and enable two-factor authentication, while an investigation into the breach is ongoing.

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Open source AI is booming. Hugging Face explains who profits.

As open-source artificial intelligence models and tools continue to explode in popularity, Hugging Face has laid out a candid analysis of where the money actually flows in the ecosystem. Despite the proliferation of free and open models, the company argues that value—and profit—is increasingly concentrating among infrastructure providers, embedding platforms, and those controlling the data and compute layers, rather than the model creators themselves.

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DuckDuckGo pitches itself to schools amid backlash over Google’s AI policy

DuckDuckGo is targeting the education sector directly, offering its privacy-first search platform to schools reacting to Google’s controversial new policy requiring AI tool adoption. With Google threatening to disable Search for schools that restrict AI features, many districts are exploring alternatives. DuckDuckGo’s pitch emphasizes student privacy, no tracking, and a simpler search experience—positioning itself as the antidote to Big Tech’s expanding classroom footprint.

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Waymo confirms it’s shaking up its Uber relationship in January 2028

Waymo has confirmed that its long-standing ride-hailing partnership with Uber will undergo significant changes starting in January 2028. The autonomous driving company is restructuring how it works with Uber, potentially reducing reliance on the ride-hailing giant as Waymo scales its own direct-to-consumer platform. The shift marks a pivotal moment for both companies, as Waymo pushes toward independence while Uber seeks to maintain its mobility ecosystem.

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‘You Can See Everything’ is getting an outer space release and it hasn’t even come out in Europe yet

The documentary film “You Can See Everything” is set for an extraordinary release strategy that includes screening in outer space—despite not yet having premiered in Europe. The project highlights the growing intersection of cinema and space exploration, leveraging suborbital or orbital platforms to reach audiences in ways traditional distribution never could. The film’s creators say the space release is intended to amplify its themes about surveillance and visibility.

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Sequoia hits rewind, undoing 20 years of expansion

Legendary venture capital firm Sequoia Capital is rolling back two decades of geographic and operational expansion, consolidating its structure and scaling back international operations. The move signals a strategic pivot as the firm reassesses its growth trajectory amid a tougher fundraising environment and shifting investor priorities. Industry analysts view the retrenchment as a sign that the golden age of unfettered VC expansion may be ending.

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I tried Apple’s Siri Recaps. They’re surprisingly useful — and a little unsettling

A hands-on review of Apple’s Siri Recaps feature found the AI-powered summary tool genuinely helpful for distilling emails, messages, and calendar events into quick overviews—but not without unease. The feature’s ability to synthesize personal communications raises privacy concerns, especially given that it processes sensitive user data on Apple’s servers. While the convenience is undeniable, the review questions how comfortable users should be handing over their digital lives to an AI summarizer.

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Google faces backlash for plan that would turn off Search for schools that restrict AI

Google is facing intense criticism after revealing a policy that would disable Google Search for schools refusing to integrate its AI tools into classroom workflows. The mandate has been described as coercive by education advocates, who argue it leaves districts with no viable alternative for classroom research and learning resources. Several school systems have already begun exploring competing platforms like DuckDuckGo in response.

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The Verge

How I learned to love an obnoxious phone grip

A personal essay explores the unlikely appeal of colorful, grip-style phone accessories—once dismissed as ugly and impractical—that turned out to solve real problems like drop prevention and one-handed usability. The author traces a journey from skepticism to genuine appreciation, noting how these gadgets have evolved in design and functionality to become both practical and surprisingly stylish despite their initially absurd appearance.

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Bose’s QuietComfort Headphones are more than half off

Bose’s flagship QuietComfort headphones are available at deeply discounted prices, marking one of the best deals of the season for noise-canceling audio gear. The sale brings the price well below the standard retail point, making premium over-ear headphones accessible at a fraction of the cost. This is a notable opportunity for anyone looking to upgrade their listening setup without paying full price.

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Gemini for Home now plugs into AT&T’s smart security system

Google’s Gemini for Home is expanding its integrations by connecting with AT&T’s smart home security platform, allowing homeowners to manage cameras, alarms, and sensors through AI-powered voice and chat interfaces. The partnership brings Google’s conversational AI into a broader smart home ecosystem, giving users a more unified way to interact with their connected devices across different manufacturers.

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Google’s Pixel 11 phones are up to 27 percent off

Google’s latest Pixel 11 lineup is available at discounts of up to 27 percent, making the new flagships more competitive against rivals like Samsung and Apple. The sale covers the standard Pixel 11, the Pro, and the Pro XL, with pricing cuts that bring the devices closer to mid-range territory. The timing coincides with the holiday shopping season, giving consumers an earlier window to grab premium hardware at reduced prices.

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Xbox previews two new ways to control cloud games

Xbox has revealed two innovative control methods for its cloud gaming service, including a nano-direct Wi-Fi connection that reduces latency and a companion phone controller that turns a smartphone into an auxiliary input device. The moves are aimed at improving the cloud gaming experience, which has historically struggled with input lag and limited controller options, and signal Microsoft’s continued investment in streaming as a primary gaming model.

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Nothing teases a screen-free AI device ahead of launch next month

Nothing, the Android accessory maker founded by Carl Pei, has teased a screen-free AI device set to launch next month. The product represents a bold departure from the company’s smartphone and earbud lines, targeting a growing market for dedicated AI assistants that operate without the distractions of a traditional display. Details remain scarce, but the device is expected to focus on voice interaction and ambient intelligence.

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Apple announced it will begin scanning shared iCloud links for harmful content, a move that expands its existing photo-analysis policies to the broader file-sharing ecosystem. The company says the detection will target illegal and dangerous material, but privacy advocates warn the policy could set a precedent for increased surveillance of users’ cloud-stored data. The feature is expected to roll out gradually beginning with version 27.3.

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My therapist thinks I should chuck the Amazon Bee Frontier out a window

A candid review of the Amazon Bee Frontier, an ambient listening wearable, concludes that the device’s constant audio collection is more anxiety-inducing than useful. The writer’s therapist reportedly recommended literally throwing it out a window, underscoring a growing sentiment that always-on voice recording wearables cross a line from helpful assistant to intrusive surveillance device. The piece raises questions about whether ambient computing has outpaced user comfort.

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ChatGPT will now make you animated GIFs

OpenAI has added animated GIF generation to ChatGPT, allowing users to create short looping animations directly from text prompts. The feature builds on the company’s existing image-generation capabilities and extends them into motion, catering to a format that remains deeply embedded in internet culture. The update positions ChatGPT as an increasingly versatile creative tool alongside its text and code assistance features.

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God of War Laufey delayed until May

Sony has delayed God of War: Laufey, the next installment in its flagship action series, pushing the release date to May. No specific reason for the delay was provided, but the move suggests the studio is taking additional time to refine the game’s scope and technical polish. Fans of the franchise will now wait longer for the continuation of Kratos and Atreus’s story.

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Ars Technica

People say they want small smartphones—the Enough Phone will put that to test

A new company called Enough Phone is entering the market with a deliberately compact smartphone, betting that consumer demand for smaller devices has been understated. While most manufacturers have moved toward ever-larger screens, Enough argues there’s a viable niche for a well-built phone that fits comfortably in one hand. The device will serve as a real-world test of whether the market for small phones is as large as enthusiasts claim.

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Binance says hackers who stole billions in crypto spent months planning heist

Binance has revealed that the hackers behind a multi-billion-dollar cryptocurrency heist meticulously planned the attack over several months, exploiting sophisticated vulnerabilities in the exchange’s infrastructure. The detailed timeline highlights the growing professionalism of cybercriminal groups targeting crypto platforms, and underscores the ongoing security challenges facing even the largest digital asset custodians.

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What I learned driving the Slate electric truck prototype

A test drive of the Slate electric truck prototype revealed a vehicle that balances commercial utility with surprisingly refined driving dynamics. The all-electric pickup aims to compete in the growing van-and-truck electrification space, offering competitive range and payload capacity. Early impressions suggest Slate is serious about making electric commercial vehicles a practical reality, not just a novelty.

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The DEA banned a drug some opioid users called a miracle

The DEA has classified a substance that some opioid users hailed as a “miracle” drug, effectively banning its production and distribution. The decision has drawn mixed reactions: public health experts praise the move as a necessary step, while some patient advocates argue it eliminates a potential harm-reduction tool for people struggling with addiction. The classification places the drug under strict federal control.

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California fights “preposterous” Trump admin demand to scrap state broadband laws

California is pushing back against the Trump administration’s demand that the state repeal its broadband regulations, calling the request “preposterous.” The standoff centers on whether state-level internet access rules can survive federal override, with California arguing that its laws are essential for ensuring equitable broadband deployment. Legal experts expect a protracted battle that could reach the Supreme Court.

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Ukraine’s drone strikes spur hasty Russian plans for underground data centers

Russia is hastily exploring plans to build underground data centers as a direct response to Ukraine’s increasingly effective drone strikes on its energy and IT infrastructure. The move reflects growing desperation to protect critical digital assets from military targeting, though experts note that underground facilities come with significant cooling and cost challenges. The conflict is reshaping how both sides approach critical infrastructure protection.

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NYT demands Brave shut down its paywall blocker and end deals with AI firms

The New York Times has issued a formal demand to Brave, requiring the browser maker to disable its paywall-blocking feature and terminate partnerships with AI content-scraping companies. The legal pressure represents one of the most high-profile battles between legacy media and tech platforms over content monetization, and could set important precedents for how news organizations enforce subscription walls against browser-level workarounds.

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Buttons are back and storage is king when it comes to car interiors

Car interior design is experiencing a notable shift away from touchscreens and minimalism, with physical buttons making a comeback and storage space becoming a top priority for manufacturers and consumers alike. The trend reflects driver frustration with complex touch interfaces and a renewed emphasis on practicality. Major automakers are already adjusting their designs to accommodate the demand for more tactile controls and flexible storage solutions.

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Google will let schools skip AI tools, but they have to give up search, too

Google is offering schools a stark choice: integrate its AI tools into the classroom or lose access to Google Search entirely. The policy, framed as a flexibility option for districts concerned about AI in education, is widely being criticized as an ultimatum that leaves schools with no middle ground. Critics argue the move leverages Google’s market dominance to force adoption of products many educators are reluctant to use.

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Another child dies of measles as CDC reportedly holds up health alert

A child has died from measles, adding to growing concerns as the CDC reportedly delays issuing a national health alert about the resurgence of the disease. Public health officials warn that vaccination rates in certain communities have dropped to dangerously low levels, and the delayed alert has drawn criticism from doctors who say timely communication is critical to containing outbreaks.

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Product Hunt

OpenMail

OpenMail is a new product launch on Product Hunt positioning itself as a modern, open approach to email. The tool aims to simplify email management and improve deliverability, targeting developers and creators who want more control over their messaging workflows.

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PasteGuard for Mac

PasteGuard for Mac is a productivity utility that monitors clipboard activity and provides safeguards against accidental paste operations. The app helps users maintain control over what gets pasted where, addressing a common frustration on macOS where clipboard history can lead to sensitive data exposure.

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Basedash Verified dashboards

Basedash has introduced “Verified dashboards,” a feature that adds a trust layer to data visualization tools by certifying dashboard accuracy and data source integrity. The launch targets organizations that need reliable, auditable reporting for stakeholder presentations and compliance requirements.

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Render Sandboxes

Render has launched Sandboxes, a development environment feature that gives teams isolated, disposable instances for testing and experimentation. The offering is aimed at reducing friction in deployment pipelines and allowing developers to safely iterate without affecting production systems.

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QualityLayer

QualityLayer is a new product focused on software quality assurance, providing tools for teams to track, manage, and improve code quality throughout the development lifecycle. The platform appears to target engineering leaders who want systematic oversight of quality metrics and testing coverage.

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OpusClip 4.0

OpusClip 4.0 brings significant upgrades to its AI-powered video clipping tool, improving the accuracy and speed of automated short-form video extraction. The update targets content creators and marketers who rely on repurposing long-form video into platform-specific clips for social media distribution.

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Floot Payments

Floot Payments is a new payments product launching on Product Hunt, designed to streamline transaction flows for businesses. The platform appears to focus on simplifying payment processing with an emphasis on developer-friendly integration and flexible payout structures.

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Rungle

Rungle is a new tool that allows users to engage in multiplayer gaming experiences within shared virtual spaces. The product targets social gamers looking for casual, accessible multiplayer environments without the complexity of traditional gaming platforms.

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Eyecon

Eyecon is a video tool that automatically pauses playback when it detects the viewer is no longer looking at the screen. The feature targets remote workers and content consumers, aiming to improve engagement analytics and ensure attention is being paid during video calls or recorded content.

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Country Filter for X

Country Filter for X is a browser extension that allows Twitter/X users to filter content by country, enabling more targeted visibility into regional conversations and trends. The tool addresses a common frustration among power users who want to follow specific geographic feeds without relying on X’s native algorithms.

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NVIDIA / auto-ontology

NVIDIA has released auto-ontology, a tool for automated knowledge graph construction and ontology generation. The project leverages NVIDIA’s AI frameworks to streamline the creation of structured data representations, targeting researchers and enterprises working with large-scale information systems.

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max-sixty / worktrunk

Worktrunk is a development tool that helps teams manage branching workflows and trunk-based development practices. The project provides utilities for reducing merge conflicts and streamlining collaboration on high-velocity teams that favor frequent integration over long-lived feature branches.

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mattpocock / skills

Skills is a project by Matt Pocock focused on structured skill-tracking and assessment for developer learning paths. The tool helps individuals and teams quantify and organize technical competencies, providing a framework for continuous professional development in software engineering.

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floci-io / floci

Floci is an open-source platform for decentralized communication and community building. The project offers an alternative to centralized social platforms, emphasizing privacy, user control, and federated architecture for distributed online communities.

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thedotmack / claude-mem

Claude-mem is a project that extends Claude’s capabilities with persistent memory across sessions. The tool enables AI assistants to remember past interactions and user preferences, creating a more personalized and context-aware conversational experience.

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vercel-labs / agent-desktop

Agent-Desktop is a Vercel Labs project exploring desktop applications powered by AI agents. The demo showcases how autonomous AI assistants could operate within a graphical desktop environment, handling tasks, managing files, and interacting with applications without direct human input.

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github / spec-kit

Spec-kit is GitHub’s toolkit for managing and generating software specifications programmatically. The project provides templates, validators, and automation for turning natural-language requirements into structured, machine-readable specifications that can feed directly into development workflows.

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The-PR-Agent / pr-agent

PR-Agent is an AI-powered pull request review assistant that automates code review tasks. The tool analyzes PRs for bugs, style issues, and improvements, providing actionable feedback to help developers ship higher-quality code faster.

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harry0703 / MoneyPrinterTurbo

MoneyPrinterTurbo is an automated video generation tool that creates content videos from text prompts. The project uses AI to handle scripting, voiceover, and editing, targeting creators who want to produce YouTube-style videos at scale with minimal manual effort.

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garrytan / gstack

Gstack is a project by Garry Tan that provides a toolkit for managing and organizing development stacks. The utility helps engineers track dependencies, versions, and configurations across multiple projects, addressing the complexity of maintaining modern monorepo and polyrepo setups.

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MIT Technology Review

Texas was the new epicenter of the AI data center buildout. That might be kaput.

Texas had emerged as the leading destination for AI data center investment, attracting massive power and real estate commitments from hyperscalers. However, new regulatory headwinds, grid reliability concerns, and shifting energy policies may be curtailing that boom. Analysts suggest the state’s dominance in the AI infrastructure race could be fading faster than expected.

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Roundtables: Inside the Quest for Cognitive Immortality

MIT Technology Review convened a roundtable discussion on the emerging field of “cognitive immortality”—the idea of preserving or replicating human consciousness through AI. Participants explored the scientific plausibility, ethical implications, and philosophical questions raised by attempts to digitize the mind, noting that the conversation has moved from science fiction into serious academic inquiry.

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What’s next for US energy policy after the midterm elections?

The midterm elections have set the stage for a significant reshaping of U.S. energy policy, with AI data centers, renewable infrastructure, and grid modernization at the center of the debate. Winners and losers in Congress will determine the pace of clean energy investment and the regulatory environment for the rapidly expanding AI power sector.

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The Download: blended meat, restored sight, and the agentic web

This episode of The Download covers three stories: lab-grown blended meat reaching supermarket shelves, a breakthrough implant restoring sight to blind patients, and the rise of the “agentic web”—a new internet layer where AI agents act autonomously on behalf of users. Each story illustrates how quickly transformative technologies are moving from labs to real-world impact.

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Securing the agentic enterprise with data lineage

As enterprises deploy AI agents that act autonomously across systems, ensuring the provenance and trustworthiness of data has become a critical security challenge. MIT Technology Review Insights examines how data lineage—tracking the origin and transformation of data—can serve as a foundational control for securing agentic workflows and preventing model drift or data poisoning.

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The Download: controlling AI agents and “Super Intelligence” loyalty tests

This episode explores two major themes: strategies for maintaining human oversight of increasingly autonomous AI agents, and the emerging “Super Intelligence” loyalty tests being used in government and corporate settings. The discussion raises questions about accountability when AI systems operate beyond simple rule-based frameworks.

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How “reverse game theory” could keep AI agents in check

Reverse game theory—a mathematical framework that inverts traditional strategic modeling—is being proposed as a method for aligning AI agents with human interests. Researchers argue that by designing systems where agents are incentivized to reveal true intent rather than game the system, engineers can build more reliable and transparent AI behavior.

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Here’s who is falling in line for Trump’s “Super Intelligence” loyalty test

A growing number of government agencies and private contractors are complying with the Trump administration’s “Super Intelligence” loyalty assessment, which evaluates adherence to specific AI governance standards. The program has become a de facto gatekeeper for federal AI contracts, raising concerns among civil liberties advocates about its scope and transparency.

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Raising the quality of insights in agentic analytics

The promise of agentic analytics—AI systems that autonomously analyze data and surface insights—is only as good as the quality of those insights. MIT Technology Review Insights examines the challenges of ensuring accuracy, avoiding hallucination, and maintaining explainability as AI agents take on more analytical roles in enterprise decision-making.

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Stop counting tokens, start counting what ships

A commentary argues that the AI industry’s obsession with token counts and model parameters has distracted from what actually matters: delivering working products. The author urges engineers and executives to shift metrics from raw scale to shipped value, suggesting that the most impactful AI systems will be those that solve real problems rather than those with the largest benchmarks.

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WIRED

’We Have No Shared Reality’: Two Political Influencers on the Future of Politics Online

At the WIRED World Fair 2026, political influencers CJ Pearson and Kat Abughazaleh discussed the fragmentation of online political discourse and the erosion of shared facts. Both warned that algorithmic amplification and AI-generated content are deepening ideological divides, making constructive political dialogue increasingly difficult in digitally mediated environments.

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The Biggest Pro-AI Super PAC Network Didn’t Really Impact the Midterms

An investigation reveals that the largest pro-AI Super PAC network, despite massive spending and high-profile advertising, had surprisingly little effect on midterm election outcomes. The finding raises broader questions about the efficacy of tech industry political spending and whether well-funded AI advocacy campaigns can meaningfully sway voters or legislators.

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‘Blade Runner 2099’ Shows the ‘Silver Linings’ of a Replicant Takeover

The new series “Blade Runner 2099” explores a provocative premise: what if a replicant uprising actually improved society? The show examines themes of artificial consciousness and societal restructuring, offering a more nuanced portrayal of AI-human coexistence than typical sci-fi narratives, with unexpected “silver linings” emerging from the conflict.

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Google Is Forcing AI Overviews in Classrooms. Schools Are Searching for a Way Out.

Google’s push to integrate AI Overviews into educational tools has schools scrambling for alternatives. Educators and administrators are weighing the benefits of AI-assisted learning against concerns about accuracy, dependency, and student privacy, while searching for viable substitutes that don’t come with Google’s AI mandate attached.

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Knives Are Out in the White House

A behind-the-scenes look at the current White House reveals fierce internal competition and factionalism, with AI policy, communications strategy, and cabinet appointments becoming battlegrounds. The article describes a highly charged environment where advisors vie for influence over the administration’s technology and governance agenda.

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Hugging Face’s CEO Says His P(Doom) Is ‘Close to Zero’

In a candid interview at the WIRED World Fair, Hugging Face CEO Clement Delangue dismissed catastrophic AI risk scenarios, stating his probability of doom is “close to zero.” The comments reignited debate between optimistic open-source AI advocates and researchers who warn that current alignment research is insufficient for increasingly capable systems.

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Google Pixel 11, 11 Pro, and 11 Pro XL Sale: Save Up to $350

Google is offering savings of up to $350 on the Pixel 11 lineup, with the Pro models seeing the steepest discounts. The sale makes the latest Google phones significantly more competitive, especially when bundled with carrier deals, and represents one of the most aggressive price cuts for a Google flagship at launch.

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The Lawyer Holding Big Tech Accountable by ‘Beating the Tar Out of Them’ in Court

Attorney Mark Lanier, featured at the WIRED World Fair, discussed his aggressive litigation strategy against major technology companies. Known for his combative courtroom approach, Lanier argues that only through forceful legal action can the balance of power between tech giants and the public be restored.

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Small Phones Have Vanished. Enough Phone Wants to Bring Them Back.

The smartphone market has nearly eliminated small-form-factor devices, but Enough Phone is betting that demand exists among users tired of unwieldy phones. The startup’s approach—prioritizing ergonomics and one-handed usability—challenges the industry orthodoxy that bigger screens always sell better.

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The Results Are In: Voters Hate Data Centers

A new survey confirms that local communities overwhelmingly oppose the construction of large data centers in their neighborhoods, citing concerns about energy consumption, environmental impact, and disruption to rural landscapes. The findings add political pressure on governments and companies to reconsider the siting and scale of AI infrastructure projects.

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Lobsters

So my ISP was hijacking my DNS

A developer discovered their ISP was intercepting and redirecting DNS queries, a practice that can be used for censorship, advertising injection, or credential theft. The post details the technical process of detecting DNS hijacking and urges users to switch to encrypted DNS resolvers like DoH or DoT to protect their traffic.

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Shlemiel the Painter Is Back: How Zig’s libc Rewrite Made SQLite Slower

A performance analysis revealed that Zig’s rewrite of certain libc functions accidentally made SQLite significantly slower—by a factor of over 12,000x in some benchmarks. The case study serves as a cautionary tale about micro-optimizations and the importance of rigorous performance testing when replacing well-tuned system libraries.

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Your Cryptography Conspiracy Theory Is Wrong

A thorough debunking of common cryptography conspiracy theories, addressing claims about backdoors, government manipulation of encryption standards, and the supposed weaknesses of mainstream algorithms. The author walks through the mathematical and peer-review evidence that supports the security of widely adopted cryptographic protocols.

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Introducing Adaptive Dark Mode

WebKit has introduced Adaptive Dark Mode, a new rendering feature that automatically adjusts dark and light theme transitions based on system settings and ambient light conditions. The improvement aims to reduce visual jarring when users switch between themes and enhances accessibility for users with light sensitivity.

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C++26 Disapproved

The C++26 standard proposal has been formally disapproved, raising questions about the language’s direction and governance. The rejection centers on contentious feature inclusions and concerns about increasing language complexity, sparking debate about whether C++ can evolve without becoming unwieldy.

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Man-in-the-middle arbitrary code execution in Debian’s apt

A critical vulnerability in Debian’s apt package manager allows a man-in-the-middle attacker to execute arbitrary code during package installation. The flaw highlights ongoing risks in package distribution pipelines and underscores the importance of end-to-end signature verification in Linux package management.

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Zig 0.17.1 Released

Zig version 0.17.1 has been released with bug fixes and incremental improvements to the compiler and standard library. The update continues the language’s steady progression toward a stable 1.0 release, with refinements to error handling, compilation performance, and cross-compilation support.

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Observations from Running stealmybitcoin.com

A security researcher shares findings from running a honeypot site called stealmybitcoin.com, which attracted automated bots and malicious actors attempting to exploit it. The observations provide a window into the volume and tactics of automated web attacks, revealing patterns in how malicious scripts scan for vulnerabilities.

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How to Speed Up the Rust Compiler in November 2026

A practical guide to improving Rust compilation times, covering techniques like incremental compilation, profile-guided optimization, and selective feature gating. The author draws on recent compiler improvements to recommend actionable steps for developers dealing with slow build times in large Rust projects.

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A New Go API for JSON

Go has introduced a new JSON API that provides a cleaner, more ergonomic interface for encoding and decoding JSON data. The updated API addresses longstanding complaints about the verbosity and error-handling complexity of the standard library’s encoding/json package, promising a smoother developer experience for one of Go’s most commonly used features.

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DEV Community

Build a Group MMS Delivery Tracker with TypeScript

A tutorial walks through building a group MMS (Multimedia Messaging Service) delivery tracking system using TypeScript. The project covers real-time status updates, delivery receipts, and error handling for bulk message campaigns, with practical code examples for developers building communication tools.

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Why I Used a CRDT and Not OT for a Collaborative Editor

A developer explains the architectural decision to use Conflict-free Replicated Data Types (CRDTs) instead of Operational Transformation (OT) for a collaborative text editor. The post details the trade-offs, noting that CRDTs offer stronger consistency guarantees and simpler implementation at the cost of slightly higher memory usage.

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I Built Yaki Because an Address Can Look Right and Still Be Wrong

The creator of Yaki, a geocoding validation tool, shares the story behind building a product that catches address errors that appear correct on the surface. The application uses spatial reasoning and real-world delivery data to flag addresses that look valid but are actually incorrect or undeliverable.

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Kargo Promotion Stages Deserve Their Own Exposure Inventory

A proposal for the Kubernetes-based deployment tool Kargo suggests that promotion stages should maintain their own exposure inventory rather than relying on global tracking. The author argues this would improve observability and make it easier to audit which services are exposed at each deployment stage.

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My First Accessibility Audit: Learning Semantic HTML and Building for Everyone

A personal account of conducting a first accessibility audit, covering lessons learned about semantic HTML, ARIA attributes, and keyboard navigation. The author emphasizes how small structural changes can dramatically improve the experience for users relying on assistive technologies.

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Trimming Video in the Browser with FFmpeg.wasm: 6 Things I Had to Figure Out

A developer shares six key lessons learned while implementing browser-based video trimming using FFmpeg.wasm. The post covers performance optimization, memory management, and UX considerations that are critical for making heavy video processing tools feel responsive in a browser environment.

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Building Your First MCP Server: A Step-by-Step Guide

A comprehensive tutorial on building a Model Context Protocol (MCP) server from scratch. The guide walks readers through setup, protocol fundamentals, and integration with AI assistants, providing a practical entry point for developers looking to expose their tools and data to MCP-compatible clients.

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Scam Email from @dev.to

Users are reporting receiving phishing emails that appear to come from the dev.to domain. The scam messages attempt to trick developers into revealing credentials or clicking malicious links. Readers are urged to verify sender addresses carefully and enable two-factor authentication on their accounts.

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New Method Fills Artificial Intelligence Programs with Ads

Researchers have demonstrated a new technique for injecting advertisements into AI-generated content, raising concerns about the integrity of AI outputs. The method works by poisoning training data or exploiting model inference patterns, potentially allowing bad actors to covertly promote products within AI responses.

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7 Prompts That Turn Your AI from a Yes-Man into a Real Code Reviewer

A practical guide offering seven prompts that transform AI coding assistants from sycophantic helpers into critical, constructive code reviewers. Each prompt is designed to surface hidden bugs, architectural concerns, and edge cases that developers might otherwise overlook when working alone.

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