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CANADA SAYS HACKTIVISTS BREACHED WATER AND ENERGY FACILITIES

Canadian authorities report multiple opportunistic hacktivist breaches of internet-exposed Industrial Control Systems at critical infrastructure facilities.

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NEWS CREATORS EMERGING AS WINNERS IN BATTLE FOR ATTENTION

News creators are becoming key players in the news ecosystem, gaining audience attention even in markets with strong legacy media. A Reuters survey across 24 countries found that 48% of adults under 35 who use social media prefer news creators over mainstream outlets, while 79% use social media weekly for news. A Muck Rack study showed that one-third of journalists are now creator journalists, though 40% earn no income from their self-published work and 78% have fewer than 10,000 subscribers. As traditional newsrooms shrink, creators are filling gaps in coverage and reshaping how audiences consume and engage with news.

WHAT'S WORKING IN GTM RIGHT NOW

85% of enterprise sellers still rely on spreadsheets, with only 5% using CRM. Companies use an average of 5 core GTM channels plus 5.5 experiments. Common channels include LinkedIn (66%), SEO (53%), and warm outbound (48%). AI search and intent-based outbound are growing fastest at 51% and 45%. Early-stage companies succeed with founder-led channels, mature companies with scalable channels like conferences and paid ads. AI tools like ChatGPT are widely used, but impact is mostly in outbound, market intelligence, and content marketing. Emerging tools like Clay, Lovable, and n8n help teams run technical workflows and intent-driven campaigns.

WHAT'S IT LIKE TO MANAGE SOCIAL MEDIA AT BEST WESTERN

Best Western runs its social strategy almost entirely through creators, with 90% of content coming from influencer collaborations. A two-person team manages over 100 creators a year who feature nearly 300 hotels through story-driven posts that spotlight local owners and authentic hospitality. They focus on long-term relationships, giving creators creative freedom to tell real travel stories. All outreach and content management are handled in-house to keep the tone consistent across platforms.

WHY A LOWER CTR CAN BE BETTER FOR YOUR PPC CAMPAIGNS

Click-through rate alone is not a reliable measure of PPC success. Ads with lower CTRs often yield higher conversion volume and better ROI when evaluated using metrics like conversions per impression or revenue per impression. This approach helps advertisers focus on qualified traffic rather than volume. For B2B brands, refining ad copy to filter out consumer clicks is especially critical to maintain budget efficiency and lead quality.

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HOW TO: BUILD A CONTENT AUDIT ASSISTANT WITH SCREAMINGFROG AND AI

A guide to building a content audit system with ScreamingFrog, Claude, Zapier MCP, and Google Analytics to identify opportunities to improve existing website content. AI cannot perform a full audit but can support human analysis by combining data from crawls, performance metrics, and SEO tools to highlight underperforming pages. The process involves setting up a structured workflow connecting these tools through Zapier, running site crawls, exporting data to Google Sheets, and using AI prompts to find content improvement opportunities. AI should be treated as an assistant rather than a practitioner. It requires continuous refinement to produce reliable results.

DEMO VIDEO OF MARKETING GENIE (5 MINUTE VIDEO)

Marketing Genie is an AI-powered marketing assistant from Fractionally Labs that helps startups and small businesses automate their GTM efforts. It turns a single input like an idea or website into meetings, content, partnerships, and revenue by combining automation with the expertise of more than 350 fractional CMOs and executives. This demo shows how Genie researches audiences and competitors, crafts offers, and automates campaigns so founders can grow faster.

MARKETING ATTRIBUTION IS A LIE

Marketing attribution often gives a false sense of understanding and has led to a decline in creativity across the industry. Overreliance on last-click attribution misguides companies into overfunding performance channels like Google while neglecting brand awareness and demand creation. Methods such as “How Did You Hear About Us” surveys and Media Mix Modeling provide more reliable insights, but no system can fully explain human decision-making. The best marketing blends data with creativity, intuition, and a deep understanding of customers rather than relying solely on dashboards and metrics.

THE CREATOR-AUDIENCE FIT PLAYBOOK

The concept of creator-audience fit is focused on the idea that consistent engagement is earned through relevance, not just reach. Establishing fit involves studying audience behavior in digital spaces, capturing their language, and building content formats that reflect their current needs or interests. This playbook outlines how to avoid generic or outdated content by clearly identifying what not to produce and refining content direction through recurring feedback loops.

WHY HORROR IS BIG BUSINESS FOR MARKETERS

Horror fandoms offer both seasonal reach and year-round commercial value. Horror fans are highly discerning and respond best to content that feels authentic to the genre. Seasonal audiences drive spikes during October, but the core fanbase engages year-round through initiatives like Halfway to Halloween. Forced integrations are quickly rejected. Success comes when collaborations feel organic, such as leveraging horror iconography or fan-led lore.

5 BRAND VOICE ARCHETYPES

Most brands should use a conversational voice that is confident and human, rather than chasing chaotic styles.

7 THINGS B2B MARKETERS ARE GETTING WRONG ABOUT LINKEDIN

Treat LinkedIn like a social platform by sharing content that aligns organic, paid, and employee efforts.

JUDGE SIDES WITH ONLINE PUBLISHERS IN GOOGLE AD TECH ANTITRUST CASE

The ruling adopts findings from a prior DOJ case, easing the path for publishers to seek damages by establishing Google's monopoly power and unlawful conduct.

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OPENAI COMPLETES FOR-PROFIT TRANSITION, PUSHING MICROSOFT ABOVE $4 TRILLION VALUATION

OpenAI has successfully converted to a more traditional corporate structure. It has turned its for-profit subsidiary into a public-benefit corporation. The new structure will make it easier for the company to raise money and attract talent, and could clear the path for an initial public offering. OpenAI continues to face litigation over its corporate status. Microsoft owns a 27% stake in the new public-benefit corporation.

TESLA EYES INTERNAL CEO CANDIDATES IF MUSK LEAVES OVER $1 TRILLION PAY VOTE

Tesla is prepared to name a new Chief Executive Officer from inside the company if shareholders reject Elon Musk's proposed $1 trillion pay package and he steps down. The unprecedented pay package will be voted on at the company's annual meeting on November 6. It is designed to incentivize Musk and ensure that development around AI and other new products happens within Tesla rather than with one of Musk's multiple other ventures. Shareholders will also vote on whether to invest in xAI at the annual meeting.

NVIDIA AND UBER SAY THEY'RE BUILDING A 100,000-VEHICLE ROBOTAXI NETWORK

Nvidia and Uber plan to start rolling out a fleet of robotaxis in 2027. The companies are aiming for 100,000 vehicles, but there is no timeline yet for when they will reach that level of scale. The robotaxis will use Nvidia's latest in-vehicle computer, the Drive AGX Hyperion 10, which Nvidia claims makes cars ready for level-4 automation. It will enable vehicles to drive completely autonomously within designated areas.

I TRIED THE ROBOT THAT'S COMING TO LIVE WITH YOU. IT'S STILL PART HUMAN.

1X Technologies' Neo robot is now available for preorder, with delivery expected in 2026. It costs $20,000, but the company will also offer a $499 monthly rental plan with a six-month minimum commitment. At launch, the robot may require remote operation from company representatives to get tasks done. Videos of the robot in action are available in the article.

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HOW AGENTIC PAYMENTS ARE REINVENTING A 90S INTERNET STANDARD

HTTP's placeholder status code, 402: Payment Required, was meant to make payments as seamless as loading an image or video. It has been left undefined for years. Instead of protocol-native micropayments, the web economy was forced down the path of advertising, walled gardens, and awkward credit card forms. HTTP 402 has recently resurfaced as the foundation of an emerging agent-driven economy. New standards like x402 and h402 may finally make payments as native and invisible as information itself.

THE NEW CALCULUS OF AI-BASED CODING

Feature flags are a powerful mechanism for services delivering new capabilities. They can be especially effective in helping control the blast radius in case of unforeseen problems with new features. However, they come with operational and cognitive costs, so it's important to have a way to bound the number of feature flags within the code base at any point in time. Feature flag toggles are no different than any other code changes, as they change the behavior of the service, so consider using the same mechanisms for deployment.

META'S $75B AI INFRASTRUCTURE BET: INSIDE THE BIGGEST CLOUD DEALS OF 2025

Meta is now spending more than a third of every dollar earned on AI infrastructure. The company announced $75.5 billion in infrastructure deals in just three months - more than most countries spend on their entire tech sector in a decade. It is betting that AI will improve ad targeting, improve new products, and create infrastructure business. However, if AI doesn't deliver proportional revenue growth, Meta is stuck with $600 billion in sunk costs, 16-year lease commitments, and massive depreciation expenses.

OPENAI'S PROMISE TO STAY IN CALIFORNIA HELPED CLEAR THE PATH FOR ITS IPO

OpenAI spent months making the case to regulators that it was the economic heart of the California economy, and that it would be willing to leave if its plan to convert to a simpler corporate structure was blocked. When OpenAI CEO Sam Altman spoke with California Attorney General Rob Bonta nearly two weeks ago to discuss the issue, Altman made it clear that he was committed to his home state and that OpenAI wouldn't sue it or leave it. The discussion proved decisive - Bonta's office ended its extended investigation into the company. The final deal included a pledge for OpenAI to remain in California and expand its presence there.

HELP, MY BOSS STARTED PROGRAMMING WITH LLMS

Engineers need to start thinking about safeguarding design intent and maintainability as LLMs begin democratizing coding.

MERCURY'S PATH TO PRODUCT-MARKET FIT — DO THE HARD PART FIRST

Mercury, which now serves more than 200,000 companies, is valued at $3.5 billion.

OPTIMIZING REPOS FOR AI

Optimize repositories for AI by increasing static analysis, using 'just' for repeated agent commands, and organizing documents in a folder and referencing them in agent instructions.

DIRECTIVES AND THE PLATFORM BOUNDARY

The current trend of using framework directives risks a more fragmented future of dialects defined by tools rather than standards.

HOW DO I DELEGATE WHEN I CAN DO IT FASTER MYSELF?

While a manager's work may change, the analytical mindset remains.

SIGNAL CHIEF EXPLAINS WHY THE ENCRYPTED MESSENGER RELIES ON AWS

The entire infrastructure space is owned by only a few players with no realistic alternatives.

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OPENAI COMPLETES RESTRUCTURE, SOLIDIFYING MICROSOFT AS A MAJOR SHAREHOLDER

OpenAI has restructured into a non-profit with a controlling stake in its for-profit business. The nonprofit is called the OpenAI Foundation. It holds a 26% stake in the for-profit arm. The for-profit arm is now a public benefit corporation called OpenAI Group PBC. Microsoft holds an investment in the PBC that is roughly 27% of the company. Microsoft can now pursue AGI independently or in collaboration with third parties, and OpenAI can now jointly develop some products with third parties.

PAYPAL SIGNS DEAL WITH OPENAI TO BECOME THE FIRST PAYMENTS WALLET IN CHATGPT

PayPal's digital wallet will be embedded into ChatGPT so users can pay for items through the chatbot starting next year. The deal will also allow merchants to sell items on the platform. The move is an early part of OpenAI's efforts to broaden ChatGPT's use for e-commerce. The company believes its 700 million-plus weekly users will use the service to find items, similar to a human personal shopper. PayPal is attempting to position itself as a payments backbone for the upcoming era of agentic AI shopping.

PETER THIEL-BACKED STARTUP SECURES $100 MILLION TO MAKE CHIPS IN US

Substrate, a San Francisco-based startup founded by a protege of investor Peter Thiel, claims it has reinvented a key link in the microchip production process. It plans to use its innovation to build manufacturing facilities in the US. The startup has targeted a three-year timeframe for producing its first chips. Industry analysts say the high costs and enormous technical challenges in lithography give ASML, the sole global manufacturer of advanced lithography machines, a 10-year head start over any would-be competitors.

OPENAI OFFERS FREE CHATGPT GO FOR ONE YEAR TO ALL USERS IN INDIA

India is OpenAI's second-largest market with 29 million downloads in 90 days, but accounts for only $3.6 million in revenue. Perplexity and Google have also deployed aggressive free-tier strategies to capture the country's 700 million smartphone users to generate advertising revenue.

META'S $75B AI INFRASTRUCTURE BET: INSIDE THE BIGGEST CLOUD DEALS OF 2025

Meta's capital expenditure ratio hit 37% of revenue in Q3 2025, the highest capex-to-revenue ratio in the company's history. It announced $75.5 billion in infrastructure deals between September and October. Meta is financing the infrastructure for superintelligent AI systems. Meta can't compete with OpenAI on model quality alone - it needs a lot of dedicated compute, exclusive access to the latest Nvidia chips, and a vertically integrated stack to iterate faster, train bigger models, and serve more users. If AI doesn't deliver a return on Meta's investment, Meta will still have to pay rent for the next 16 years.

TRUMP-XI TRADE TALKS MAY INCLUDE EASING AI CHIP RESTRICTIONS

A forthcoming Nvidia chip would level the playing field between Chinese and US AI labs, which Trump may use as leverage over Xi in wide-ranging trade talks. The move would shrink America's massive AI compute advantage dramatically, especially since China's domestic alternatives are still far behind the US. Export restrictions are the only way to maintain the compute gap.

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INTRODUCING AGENT HQ: ANY AGENT, ANY WAY YOU WORK

Agent HQ transforms GitHub into an open ecosystem that unites every agent on a single platform. Coding agents from Anthropic, OpenAI, Google, Cognition, xAI, and other providers will become available directly within GitHub as part of the GitHub Copilot subscription over the coming months. Agent HQ's power comes from a unified command center called 'mission control' that allows users to choose from a fleet of agents, assign them work in parallel, and track their progress from any device, wherever they work. It also provides new branch controls, identity features, one-click merge conflict resolution, and new integrations for Slack and Linear.

AUTOREGRESSIVE FLOWS FOR IMAGE GENERATION

FARMER integrates normalizing flows and autoregressive models to estimate likelihoods and synthesize images directly from pixels. It uses a novel dimension reduction and distillation strategy to improve efficiency while maintaining fidelity.

SAM ALTMAN SAYS OPENAI WILL HAVE A ‘LEGITIMATE AI RESEARCHER' BY 2028

OpenAI is tracking toward achieving an intern-level research assistant by September 2026 and a fully automated 'legitimate AI researcher' by 2028. The AI researcher will be a system capable of autonomously delivering on larger research projects. OpenAI is betting on continued algorithmic innovation and dramatically scaling test time compute to achieve its goal of creating superintelligence within the next decade. The company's recent restructure will help support its aggressive timeline for AI research assistants while maintaining a commitment to responsible AI development.

ELI LILLY PARTNERS WITH NVIDIA TO BUILD AI SUPERCOMPUTER FOR DRUG DISCOVERY

Eli Lilly and Nvidia have teamed up to build a supercomputer to boost the discovery of new medicines. The supercomputer and its AI capabilities will be able to identify new molecules to speed up the typical years-long development timelines. It will also help improve clinical trials, manufacturing processes, and sales. Financial terms of the partnership have not been disclosed. The system is expected to be online by January.