Author: Awais

For most of the past 20 years, growing travel marketing meant producing more and more output. This happened because success depended on building additional landing pages for new destinations, publishing steady streams of blog posts to capture long-tail searches, translating and localizing content to enter international markets, and manually refining campaigns to squeeze small gains from organic and paid channels. So when time, budget, or team capacity ran out, growth usually slowed with it. AI changes that model, but not simply because it can generate content faster, since the deeper shift is that content can now respond and adapt to…

[Submitted on 19 Jun 2025 (v1), last revised 11 Mar 2026 (this version, v2)] View a PDF of the paper titled Measuring Intent Comprehension in LLMs, by Nadav Kunievsky and 1 other authors View PDF Abstract:People judge interactions with large language models (LLMs) as successful when outputs match what they want, not what they type. Yet LLMs are trained to predict the next token solely from text input, not underlying intent. Because written language is an imperfect proxy for intent, and correlations between phrasing and desired outcomes can break down in training data, models that rely too heavily on surface…

Fans of matzo ball soup are often divided: some love “floaters” (light, fluffy matzo balls); others prefer “sinkers,” a denser style of dumplings. When Molly Baz developed this version, she tested hydration, fats, and multiple cooking methods to land on our ideal. The result is No-Nonsense Matzo Balls: tender, reliably light dumplings with no leavener, seltzer, or other gimmicks required.Cooking the balls in well-seasoned, gently simmering water—not directly in the soup and not at a rolling boil—ensures they soak in plenty of flavor without clouding the broth. And about that broth: roasting chicken wings adds caramelized depth, while lightly poaching…

Google is launching Ask Maps, a conversational AI feature powered by Gemini that lets you ask Google Maps complex, real-world questions and get personalized, actionable answers. What’s new. You can now ask Maps questions like “Is there a public tennis court with lights where I can play tonight?” or “My phone is dying — where can I charge it without a long wait?” and get a conversational answer with a customized map view. Key capabilities: Personalized recommendations: Results are tailored based on your search and save history, so Maps already knows, for example, that you prefer vegan restaurants before you…

On March 3, 2026, OpenAI pushed GPT-5.3 Instant to all ChatGPT users, free and paid, with no fanfare about what else might have changed beneath the surface. Within days, SEO and AI search practitioners began documenting something unexpected: The internal metadata that had allowed third-party tools to observe ChatGPT’s query fan-out behavior (the sub-queries the model generates behind the scenes before composing a response) was no longer visible. A German SEO publication, SEO Südwest, published a detailed account on March 7, noting that researchers Chris Long and Jérôme Salomon had independently observed the same thing (and noted the correct workaround).…

[Submitted on 14 Oct 2024 (v1), last revised 12 Mar 2026 (this version, v3)] View a PDF of the paper titled Stein Variational Evolution Strategies, by Cornelius V. Braun and 2 other authors View PDF HTML (experimental) Abstract:Stein Variational Gradient Descent (SVGD) is a highly efficient method to sample from an unnormalized probability distribution. However, the SVGD update relies on gradients of the log-density, which may not always be available. Existing gradient-free versions of SVGD make use of simple Monte Carlo approximations or gradients from surrogate distributions, both with limitations. To improve gradient-free Stein variational inference, we combine SVGD steps…

everyone’s talking about AI apps, but no one really shows you what’s happening behind the curtain? Yeah… that was me a few weeks ago — staring at my screen, wondering if I’d ever actually build something that talked back. So, I decided to just dive in, figure it out, and share everything along the way. By the end of this post, you’ll see exactly what happens when you build your first AI app, and you’ll pick up a few real skills along the way: calling APIs, handling environment variables, and running your first script without breaking anything (hopefully). Let’s get into it — I…

Threads is moving rapidly and has turned into a place where quick dialogue reaches new audiences. And because it sits inside the Instagram ecosystem, it’s easy to cross-post and build reach without starting from scratch. But brands now have yet another social network to keep active. So if you’re posting manually, it’s hard to stay consistent, especially when timing matters. Scheduling is the key. Luckily, you can now schedule Threads posts natively. But if you need to align Threads with your content calendar, manage approvals and plan campaigns, here’s how a tool like Sprout Social gives you more control. Can…

Google’s AI Overviews may be reducing traditional search clicks, but publishers still have meaningful growth opportunities in breaking news and Google Discover, according to new data from Define Media Group. Organic search clicks have fallen 42% since AI Overviews began expanding in Google Search, according to Define Media Group’s analysis of Google Search Console data across its portfolio of 64 sites. Why we care. AI-generated answers are reshaping search traffic. Evergreen content is losing clicks, while real-time news coverage and Discover distribution are emerging as stronger traffic channels for publishers. By the numbers. Across Google Search, Discover, and Google News,…

A vulnerability in the Formidable Forms WordPress plugin installed on over 300,000 websites enables unauthenticated attackers to bypass payment verification. The vulnerability affects all versions up to and including 6.28. It makes it possible for attackers to reuse a Stripe payment made for a lower amount to mark a more expensive transaction as paid. Formidable Forms Plugin The Formidable Forms plugin is a drag-and-drop form builder used by WordPress sites to create contact forms, surveys, registration forms, and payment forms. Sites use it with payment processors (like PayPal and Stripe) to collect payments for services, memberships, digital products, and event…