Author: Awais

The webpage is no longer the unit of digital visibility. For years, we’ve built our digital presence on a foundation of URLs and keywords, but that infrastructure was designed for a highway that AI has now bypassed. In the search everywhere revolution, the most powerful atomic unit is the entity — a well-defined, machine-readable representation of a concept, product, organization, or person. The brands establishing AI-era dominance are engineering entity authority. To survive the shift from traditional search to generative discovery, we must move beyond the page and focus on entity linkage to build a foundation of AI visibility. The…

Vibe coding WordPress plugins with AI can raise concerns about whether a plugin follows best practices for compatibility and security. WordPress.org’s Plugin Check Plugin offers a solution for those who wish to check whether a plugin conforms to the official standards. The latest version can now connect to AI. The plugin is developed by WordPress.org, and it’s meant as a tool for plugin authors to test their own plugins with similar kinds of tests used by the official WordPress plugin repository, which can also help speed up the process of getting accepted into the repository. According to the official plugin…

[Submitted on 26 Sep 2025 (v1), last revised 16 Mar 2026 (this version, v2)] Authors:Zhehao Dong, Xiaofeng Wang, Zheng Zhu, Yirui Wang, Yang Wang, Yukun Zhou, Boyuan Wang, Chaojun Ni, Runqi Ouyang, Wenkang Qin, Xinze Chen, Yun Ye, Guan Huang, Zhen Lu, Yue Yang View a PDF of the paper titled EMMA: Generalizing Real-World Robot Manipulation via Generative Visual Transfer, by Zhehao Dong and 14 other authors View PDF HTML (experimental) Abstract:The generalization of vision-language-action (VLA) models heavily relies on diverse training data. However, acquiring large-scale data for robot manipulation across varied object appearances is costly and labor-intensive. To address…

LinkedIn is launching a new AI-powered feed ranking system that uses large language models and GPUs to analyze post content and surface more relevant updates to its 1.3 billion members. Why we care. Understanding how LinkedIn surfaces content is critical if you want your posts — or your brand’s — to be discovered. The new system prioritizes topical relevance and engagement patterns, LinkedIn said. Posts that demonstrate expertise and align with emerging professional conversations may travel farther across the network — even without existing connections. The details. LinkedIn rebuilt much of its feed recommendation system using large language models, transformer…

Would you let an AI agent spend $50,000 of your company’s budget without checking its work? Probably not. Right now, our marketing world is distracted. We’re busy arguing over AEO/GEO strategies, heck, even the acronym AEO/GEO. And on the paid side, we’re all obsessing over how OpenAI might place banner ads inside ChatGPT. It’s time to move the conversation from “How do I optimize my website for an LLM?” to “How do I optimize my brand for an autonomous agent?” The real shift is about who makes the decision. As we move toward agentic commerce – a world where AI…

arXiv:2603.15421v1 Announce Type: cross Abstract: Large language model agents heavily rely on external memory to support knowledge reuse and complex reasoning tasks. Yet most memory systems store experiences in a single global retrieval pool which can gradually dilute or corrupt stored knowledge. This problem is especially pronounced for small language models (SLMs), which are highly vulnerable to irrelevant context. We introduce CLAG, a CLustering-based AGentic memory framework where an SLM agent actively organizes memory by clustering. CLAG employs an SLM-driven router to assign incoming memories to semantically coherent clusters and autonomously generates cluster-specific profiles, including topic summaries and descriptive tags,…

Facebook Reactions are seven different emoji-based ways of “reacting” to content on Facebook.

any city park and you will notice narrow dirt trails cutting across the grass. They appear between sidewalks, across lawns, and through corners planners never intended people to cross.  Urban designers call these desire paths. They form when people choose their own routes instead of the official walkways. Over time the grass disappears and the informal trail becomes visible evidence of how people actually move through a space. For decades, planners treated these paths as mistakes. Today many see them differently. Desire paths reveal something valuable. They show where the original design failed to match human behavior. Something similar is…

The utensil holder may be one of the least glamorous objects in a kitchen. On most counters, it sits somewhere between the olive oil and the salt cellar, quietly collecting wooden spoons, fish spatulas, and wire whisks. It doesn’t have a PR problem; it doesn’t have PR at all. Nobody pins utensil holders to a mood board.And yet it’s among the more opinionated things on your counter—because it’s always there. Unlike the Dutch oven that comes out on Sundays or the stand mixer tucked in the cabinet, the utensil holder is a permanent fixture. Which means whatever you choose, you’re…

The words “incremental” and “incrementality” get thrown around in affiliate marketing, but they might not mean what they sound like. There may be no increase in actual sales, new customers, or revenue. Affiliate marketers who refer to incrementality often look at it only within the affiliate channel, not across your company as a whole. To determine whether affiliates are truly incremental, ask a simple question: Would the sale have happened without the affiliate program? The answer determines whether the partner is bringing you new customers and revenue or simply intercepting customers already in your checkout flow. Why high-intent traffic doesn’t…