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Promptfoo embeds automated red-team tests into the build and release processes, provides actionable guidance for the identified issues, and feeds the results into the organization's existing vulnerability management workflows.
Nerva is a CLI application that provides fast service fingerprinting. It can identify 120+ network protocols and extract rich metadata.
Within one day of the US-Israeli "Operation Epic Fury" strikes against Iran, Camaro Dragon targeted Qatari entities with conflict-themed lures delivering a PlugX variant via DLL hijacking of a legitimate Baidu NetDisk binary, while a separate China-nexus campaign deployed Cobalt Strike through a novel Rust-based loader exploiting DLL hijacking of nvdaHelperRemote.dll — a component of the NVDA screen reader previously seen in only a handful of Chinese-nexus operations. Both attacks used AI-generated lures impersonating regional governments to blend into fast-moving crisis communications. The pivot reflects both opportunistic intelligence collection and a broader shift in collection priorities toward Qatar's position at the intersection of competing global powers. Defenders should treat the Iran conflict as an active geopolitical lure theme, reinforce EDR coverage and MFA, and review Check Point's published IoCs for both campaigns.
An undercover investigator with the Department of Homeland Security Investigations unit used AI-generated images of a 13-year-old girl to lure grown men into chatting with her. The investigator used the images to create a profile on the Kik social media platform and successfully caught a grown man who was distributing CSAM. These sting operations are not new, but previously, investigators needed to use pictures of themselves or coworkers that could pass for underage, potentially putting them at risk.
Recently published Justice Department documents and an inside source detailed a breach of the FBI's New York office by a foreign hacker who accessed documents from the Epstein investigation. The hack happened after a special agent at the New York office inadvertently left a server vulnerable while trying to manage the bureau's complex procedures for handling digital evidence. The hacker hadn't realized they had infiltrated a law enforcement server, expressed disgust at the materials, and threatened to send the documents to the FBI before being reassured that the server belonged to the FBI.
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A CVE drops Friday afternoon. Can you prove what's exposed in minutes, not hours? Crash Override embeds provenance from commit to runtime — continuous visibility, no scramble. [See a demo [18] →]
A former DOGE software engineer allegedly exfiltrated two highly restricted Social Security databases, including Numident and the Master Death File, onto a thumb drive and boasted about reusing them at a government contractor job.
Iran-linked Handala Hack Team claimed attacks on Stryker Corporation and Verifone on March 11, with Stryker confirming a network incident while Verifone denied any breach despite screenshots of apparent internal admin panels released as evidence.
WhatsApp rolled out parent-managed accounts for children under 13, giving parents PIN-gated control over contacts, group membership, and activity alerts while preserving end-to-end encryption on all messages.
✅ Identify visibility gaps and growth opportunities
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Google rankings are just one signal. Your brand is also being mentioned (or not) in ChatGPT answers, YouTube videos, Reddit threads, and TikTok.
Public hostility toward AI stems from a mix of distrust in tech, economic anxiety, and cultural resistance to synthetic tools. Public opinion had already turned against tech before AI launched due to issues like the Cambridge Analytica scandal and concerns about social media's effect on mental health. Many people fear job loss because AI arrived during a weak economic moment and threatens knowledge work rather than physical labor. Creatives shape culture and view AI as a threat to identity and artistic work, which fuels backlash online. Adoption will require companies to focus on real benefits like medical breakthroughs, highlight everyday users instead of executives, and support worker retraining as AI reshapes labor markets.
AI usage is far larger than commonly reported, with 45B monthly sessions worldwide and 5.4B in the US. Globally, AI now accounts for 56% of search traffic and 34% in the US, with 83% of activity occurring in mobile apps worldwide and 75% in the US. ChatGPT dominates the market, holding 89% of global AI sessions and 86% in the US, while search traffic continues to grow alongside AI, proving usage is additive rather than zero-sum. AI adoption is rapidly expanding, particularly for “asking” prompts, and the overall search ecosystem is growing by 26% worldwide since 2023. AI is creating a larger pie rather than replacing traditional search.
Creative digital PR campaigns require bold ideas, strong validation, and clear measurement tied to business outcomes. Test ideas through topic analysis and journalist feedback before committing to them. Successful campaigns often include multiple story angles and realistic timelines of 4 to 6 weeks to reduce risk if the main concept fails. Research can also reveal strong campaign hooks, such as a study that found 70% of people who gamble do not research their bets. Performance measurement should go beyond backlinks and include brand mentions, social reach, and search visibility to connect campaign results to real marketing goals.
Committing to one clear strength builds more credibility than competing on range. Research on the goal dilution effect shows that adding benefits to a product claim actively weakens persuasion, with a study demonstrating a 12% drop in perceived effectiveness when a second benefit was listed alongside the first. Chrome ignored its security features and Gmail integration at launch and led only with speed. The browser now holds 71% of the global market. Five Guys followed the same logic in 1986, limiting its menu to burgers and fries and growing over 700% in six years.
A CEO grew LinkedIn reach to 100-300K impressions per post by using Claude to analyze hundreds of high performing posts from his account and industry creators. The AI identified patterns in structure and storytelling to create a repeatable content formula. It also analyzed comments on top posts to surface recurring audience questions and themes. The CEO records ideas with WhisprFlow, drops them into Claude, and the AI shapes them into the framework for quick editing and publishing.
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This Notion doc is a curated list of tools, guides, courses, repos, and newsletters to help anyone learn and use Claude Code. It groups official Anthropic docs and MCP info with best reads and guides for GTM users, practical courses, podcasts and videos, plug‑and‑play repos, and skills libraries.
Google Search Console has released a "Non-branded queries" filter, allowing you to remove non-branded queries from your data. Navigate to Performance > Search Results > Add Filter > Query to access it. The filter only applies to data back to late February.
Visual craft ranks first with 58% of designers and hiring managers citing it as the top skill, while systems thinking, cross-functional collaboration, and AI fluency follow closely behind. The underlying tension the Figma report surfaces is that AI can accelerate exploration and prototype generation, but it cannot challenge assumptions, follow unexpected creative directions, or decide when something technically works but feels wrong.
As AI voice systems move toward handling 70-80% of customer service interactions by 2028-2029, most organizations have no framework for calibrating how confident their AI sounds relative to what it actually knows. Research in vocal psychology shows confident delivery increases persuasiveness and triggers authority deference independent of information quality, meaning a moderately certain AI recommendation can be heard as definitive when spoken aloud. The fix requires institutional governance that classifies interactions by risk and assigns vocal delivery rules accordingly, paired with real-time systems that adjust tone based on model confidence and user context.
Clean up cluttered navigation menus to avoid spreading authority and traffic too thin across the site, which confuses people and Google.
Retention improves when brands capture leads early, remove buying friction, and push for repeat purchases quickly.
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Enter: Calm-pliance [4] from Vanta.
Meta has acquired the Reddit-esque simulated social network, Moltbook. Moltbook's creator, Matt Schlicht, and his business partner, Ben Parr, will work within Meta Superintelligence Labs. Moltbook was created using OpenClaw, a wrapper for LLM coding agents that lets users prompt them via popular chat apps. OpenClaw's founder was hired by OpenAI in February.
YouTube has become the world's largest media company. It gained more than $60 billion in revenue in 2025. The company is now valued between $500 billion and $560 billion, far above any traditional media competitors. YouTube's scale as a distributor, along with its heavy investment in AI tools, will help it continue its explosive growth.
SpaceX's Starship lunar lander for NASA faces more delays. NASA recently moved the company's June 2027 moon landing deadline to 2028. A major review of Starship's design was postponed until August, leaving little room to meet the current schedule. The biggest challenge facing Starship's development is demonstrating the vehicle's ability to be refueled in orbit, which must be done repeatedly in order to reach the Moon.
Researchers have developed a universal vaccine formula that protects against a wide range of respiratory viruses, bacteria, and even allergens. The vaccine is delivered intranasally, and it provides broad protection in the lungs for several months. It works by mimicking the signals that immune cells use to communicate with each other during an infection. The vaccine has only been tested in mice, but researchers estimate, in the best-case scenario, that it might be available in five to seven years.
synthesizes your code, PR history, conversations, docs, and runtime signals to surface the right context for each task. See how it works.
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Give Cursor, Claude Code, and Copilot the organizational knowledge
Cloudflare's Browser Rendering API renders pages in a headless browser and returns the data in multiple formats, including HTML, Markdown, and structured JSON. It is now available in open beta for both the Workers Free and Paid plans. Users can configure crawl depth, page limits, and wildcard patterns to include or exclude specific URL paths. The crawler honors robots.txt directives.
The smarter and more experienced a human is, the better job they will do. Even small tasks benefit from the general life experience of the person doing the execution. This is why SOTA models will always be better than small, specialized models. The best models keep coming down in price, so enterprises will likely just use general models in the long term instead of tuning less capable models.
ATMs were predicted to increase bank teller unemployment, but they didn't. However, the number of bank tellers started to fall after the birth of the iPhone. When a technology automates what a human does within an existing paradigm, it rarely gets rid of the human, as the definition of the paradigm creates the need for human involvement. The iPhone created a new paradigm that made the tasks that the ATM substituted irrelevant.
Anthropic could lose billions of dollars in revenue this year due to the Department of War's declaration of the company as a supply-chain risk. It has asked a judge to take quick action on its request to block the decision. The declaration has led to more than 100 enterprise customers contacting Anthropic to express doubt about continuing their relationship. A hearing on Anthropic's request had been set for April 3, but the judge moved it up to March 24.
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Viktor is an AI coworker in Slack & Microsoft Teams. No hardware, 3,000+ integrations, SOC 2 certified.
Pact is a multi-agent software engineering framework designed for projects where getting the boundaries right matters more than getting the code written fast.
Quality enhancements that used to be time-consuming have now dropped in cost to the point where there's no excuse not to invest in quality while shipping new features.
An Amazon spokesperson says that a single incident was related to AI, and none of the incidents involved AI-written code.
Zieliński's goal for 2026 is to make Playground useful and easily accessible for a large crowd out there that's not super technical.
The Unix philosophy has survived because its authors built restraint into the architecture.
Cutlet is a dynamic programming language built entirely by Claude Code that combines the expressiveness of Python, Ruby, Lua, and JavaScript with first-class support for running subprocesses, building pipelines, and scripting.
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AI keeps reducing the cost to build products, and no one knows how to price them anymore. Per user? Per feature? Per workflow?
Meta has acquired Moltbook, a Reddit‑like network where AI agents built with the OpenClaw framework interact with each other and maintain an always‑on directory of agents.
Nvidia and Mira Murati's Thinking Machines Lab have formed a multiyear partnership in which the startup will deploy at least one gigawatt of cutting-edge chips to train and serve its frontier models. The companies will collaborate to design AI training and serving systems that use Nvidia technology. The deal gives the relatively young AI lab computing power to advance its research, as well as funding to pay its staff. It currently has 120 employees and is competing fiercely for AI researcher talent as valuations in the industry have skyrocketed.
Google's Gemini Embedding 2, available via the Gemini API and Vertex AI, unifies text, images, videos, audio, and documents in over 100 languages. The model processes up to 8,192 text tokens, six images, 120-second videos, and six-page PDFs, incorporating Matryoshka Representation Learning for customizable output dimensions. Early access users already utilize it for Retrieval-Augmented Generation and semantic search, with initial feedback showing superior performance against competitors.