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Marketing Evolution Unveils Substrate for Unified Marketing Data

Marketing Evolution Unveils Substrate for Unified Marketing Data

Marketing Evolution has introduced Substrate, a tool that brings together marketing data in one place and works directly within a customer's cloud warehouse. Substrate may help standardize and monitor incoming data, and can reportedly analyze marketing results with only three months of data, though this might vary in practice. The system appears to offer privacy-friendly tracking by not using cookies or personal information and covers many types of marketing channels, even where data is limited. Substrate is designed to fit into existing cloud systems and aims to reduce the confusion from using multiple measurement tools. However, it is still uncertain how widely it will be used and if all its claims will hold true for every business.

GitHub Ships Agent HQ, Enterprise AI Controls for Copilot in 2026

GitHub Ships Agent HQ, Enterprise AI Controls for Copilot in 2026

GitHub has introduced Agent HQ and Enterprise AI Controls for Copilot Enterprise teams, which may help manage how AI coding tasks happen during code reviews. The system suggests using external AI models while GitHub runs the control tools to coordinate agents, log their actions, and keep each run separate for security. Teams might control which agents and models are allowed by listing them in a special file, and admins now have tools to watch and audit agent sessions. The Model Context Protocol appears to be growing, with many servers and downloads, possibly showing it is becoming standard. Some features are fully available, while others, like agent hooks, are still being tested, and GitHub seems to be adding more control features before giving agents more independence.

Instagram tests "Your Algorithm" feed controls, new creator bonuses

Instagram tests "Your Algorithm" feed controls, new creator bonuses

Recent social media updates suggest that platforms like Instagram, Meta, YouTube, LinkedIn, and Threads are testing new features to give users more control and offer more ways for creators to earn money. Instagram may let users adjust what they see in their feed and is testing new ad types and creator bonuses. Other changes include new safety features, updated payment options for advertisers, and new tools for sorting content. Most of these features are still in testing, so things might change as they are developed. Experts note that results could vary until the changes are fully rolled out.

Cision: 91% of PR Pros Use AI in Workflows

Cision: 91% of PR Pros Use AI in Workflows

A recent survey from Cision suggests that about 91% of public relations professionals now use AI tools in their daily work. Many teams rely on AI for tasks like monitoring, reporting, and writing, and this may show the industry is moving from trying these tools to making them a regular part of work. At the same time, large PR agencies are merging, while smaller agencies focus on special skills. Executive voices and careful measurement appear to be getting more important, as teams try to show clear results and build trust. Spending on earned media might double by 2027 if AI continues to give more visibility to trusted sources.

AI Rewrites Executive Hiring Playbook, Prioritizing Adaptability, AI Fluency

AI Rewrites Executive Hiring Playbook, Prioritizing Adaptability, AI Fluency

AI may be changing how companies hire top executives, with search firms now using data and algorithms to find new candidates more quickly. The focus of hiring appears to be shifting from deep technical skills to qualities like adaptability, AI understanding, and good decision making with data. Tools can scan large amounts of information to identify leaders and help match them to roles, but human judgment is still important for culture fit and final decisions. There may be risks, such as possible bias in the data, and some steps still rely on building trust through conversation. Overall, these new tools suggest that future leaders will need to be comfortable with AI, make quick decisions, and handle change well.

Meta's Zuckerberg Unveils AI Policy Push, Links to Infrastructure Spend

Meta's Zuckerberg Unveils AI Policy Push, Links to Infrastructure Spend

Mark Zuckerberg's new AI policy push, called "The Future is for Everyone," argues that giving more people access to AI may be safer than letting only a few control it. The plan suggests making it easier to build data centers, keeping some chip export controls, making it simpler to use data for training, and creating legal rules for model distillation. Experts think Meta's proposed community deals for data centers might work because they offer jobs and local benefits, though some obstacles remain. Critics warn that more access to AI doesn't always mean better safety, and local changes may not fix global risks. Meta's strategy appears to mix open and closed AI models, possibly to balance government concerns and business goals.

Enterprises Pivot to Hybrid Cloud for AI, Data Governance in 2026

Enterprises Pivot to Hybrid Cloud for AI, Data Governance in 2026

Many organizations are moving away from using only public cloud and are choosing hybrid cloud setups for better control over costs, security, and AI data governance. Reports suggest that about 73 percent of enterprises may now use hybrid cloud, and this shift appears linked to gaining business value, not just saving money. Hybrid setups help companies keep sensitive data secure and meet legal rules, especially with increasing use of AI. Studies indicate that certain workloads are better kept private, while public clouds are used for flexible, short-term needs. Good data governance, like classifying data and monitoring for risks, is gaining importance as more companies use a mix of cloud environments.

M&A Rebounds: 160 Enterprise Software Startups Could Be for Sale in 2026

M&A Rebounds: 160 Enterprise Software Startups Could Be for Sale in 2026

Many enterprise software startups may be up for sale in 2026, as IPOs remain rare and AI draws most new venture capital. Reports suggest global deal values have risen, with technology as the busiest sector. Buyers appear to favor companies with strong recurring revenue, unique data, and clear AI features. There may be more interest in AI-focused businesses, while older software firms could face lower valuations. Founders might need to highlight their AI strengths and consider different types of deals, since the market shows some uncertainty.

Discovery Loop Launches to Automate Science with AI

Discovery Loop Launches to Automate Science with AI

Jeff Dean and three other top Google researchers have started Discovery Loop, a company that aims to use AI to automate and speed up science. The team wants to build systems that may improve themselves and run many experiments with little human help. Discovery Loop is funded by both venture capital and Alphabet, Google's parent company, which may want to keep a connection to the project. These moves come as Google changes leadership and faces several high-profile staff departures, which might affect the company's stock and direction. Discovery Loop appears to be trying a new way of doing research by mixing openness and startup speed.

Cursor AI IDE Passes $2 Billion Annual Revenue Mark

Cursor AI IDE Passes $2 Billion Annual Revenue Mark

Cursor, an AI coding IDE, has reportedly passed $2 billion in annual revenue, with its growth compared to early phases of companies like Stripe. This revenue milestone may have been reached quickly, as reports suggest Cursor doubled its run rate in about three months, though figures are not audited. The company's hiring model appears focused on quality and speed, using direct outreach and practical trials for candidates. Cursor faces rising competition from various rivals offering lower prices or different features, but its main strengths seem to be its all-in-one IDE and enterprise focus. The company's future position in the market may change as other tools improve and pricing pressures persist.

Pollo AI launches Agent 2.0 for end-to-end AI video ads

Pollo AI launches Agent 2.0 for end-to-end AI video ads

Pollo AI has launched Agent 2.0, a tool that may help marketers make video ads more easily and quickly by turning images, scripts, or links into finished ads with less manual editing. The update adds six new skills, such as making videos from photos or URLs, and lets users adjust the results through a chat-like interface. The company suggests Agent 2.0 could speed up ad creation and improve quality, but it is not yet clear if it will fully close the performance gap with text-based ads. Industry data suggests AI-generated ads may boost click rates, but some reports indicate sales for expensive items might still be lower. Experts are watching to see if Agent 2.0's new features actually help marketers get better results.

OpenAI debuts Agent Plugins standard with AWS, Microsoft, and Vercel

OpenAI debuts Agent Plugins standard with AWS, Microsoft, and Vercel

OpenAI has launched an Agent Plugins open standard, with early support from companies like AWS, Microsoft, and Vercel. This standard may help make it easier to use agent tools across different AI platforms by letting one package work on many clients, such as ChatGPT and VS Code. The standard is managed by a technical committee and focuses mainly on how plugins are packaged and loaded, while other details are left to each client. Some experts say the open governance could encourage trust, but full compatibility between all systems is still uncertain. The long-term success may depend on more companies adopting the standard and working together.

VAST pivots to 'AI operating system' with $1B Series F funding at $30B valuation

VAST pivots to 'AI operating system' with $1B Series F funding at $30B valuation

VAST is shifting to become an 'AI operating system' that joins storage, database, vector search, and execution in one platform. The company says this may help make data processing faster and easier for AI applications. VAST recently raised about $1 billion at a $30 billion valuation, which suggests investors see potential in this new direction. Analysts note that the move appears to answer the needs of AI systems that require quick access to organized data. It is unclear if this new type of platform will become a standard in the market, as it depends on how competitors respond.

The Information launches new app with AI-powered Deep Research

The Information launches new app with AI-powered Deep Research

The Information has launched a new app featuring alerts, audio, video, and an AI-powered Deep Research tool for busy executives. The app includes push notifications, article narration, short video clips, and an AI Q&A feature that uses the outlet's own archive. The Deep Research tool may limit errors by using only verified articles but could have less coverage compared to broader tools. Early user reviews appear to be scarce, and it is unclear how widely the app has been released. The company's success might depend on how well the new features help subscribers and if enough people sign up during the discounted launch period.

CapCut tops 2026 AI design tool rankings, boosts ByteDance's creative push

CapCut tops 2026 AI design tool rankings, boosts ByteDance's creative push

CapCut has been named a top AI design tool for 2026, which may help ByteDance attract more marketing teams looking for fast creative solutions. Experts suggest its easy-to-use AI features and generous free tier let beginners make ads quickly. Early reviews show CapCut might make the design process much faster for small teams. However, rivals like Canva and Adobe Express still offer more templates and better brand management, so CapCut appears best for simple, short-form visuals.