🛎️ Perplexity Burned Rulebook
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Perplexity builds AI-powered search and research products. Coverage follows its answer engine, research tools and Comet browser.
Sources checked . Selected company background and milestones.
Selected milestones, newest first. Earlier history is available below.
Perplexity introduces an AI browser designed to assist users across web tasks.
Source: PerplexityPerplexity introduces a product for creating projects such as reports and dashboards.
Source: PerplexityMore than 10 years ago.
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Good Morning, AI Enthusiasts!
The internet has officially entered its "rules optional" era. But don’t ask where the manual went—we’re not even pretending to read it anymore.

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📌 What’s happening: Cloudflare, the internet infrastructure giant, just called out Perplexity for scraping websites that explicitly barred AI crawlers via robots.txt — the decades-old standard for digital consent. Worse, Perplexity allegedly disguised its bots to impersonate Chrome browsers and rotated IPs to bypass detection, triggering millions of unauthorized hits across tens of thousands of domains daily.
🧠 How this hits reality: This isn’t just a ToS scuffle — it’s an outright demolition of the web’s unspoken handshake. For publishers, it kills the last line of defense between proprietary content and commoditized LLM fodder. For other AI startups, it sets a dangerous precedent: cloak, scrape, deny.
🛎️ Key takeaway: When LLMs treat robots.txt like a speed bump, they’re not innovating — they’re looting under cover of HTTP headers.
📌 What’s happening: Cloudflare, the internet infrastructure giant, just called out Perplexity for scraping websites that explicitly barred AI crawlers via robots.txt — the decades-old standard for digital consent. Worse, Perplexity allegedly disguised its bots to impersonate Chrome browsers and rotated IPs to bypass detection, triggering millions of unauthorized hits across tens of thousands of domains daily.
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NEW LAUNCH

📌 What’s happening: Google’s LLM-powered security agent, Big Sleep, just flagged 20 zero-days in open source libraries like FFmpeg and ImageMagick. Built by DeepMind and Project Zero, the tool autonomously found and reproduced the bugs — with a human only stepping in to validate the report before disclosure. Google calls it a “new frontier in automated vulnerability discovery.”
🧠 How this hits reality: Security workflows just got their first taste of automated offense and defense. Forget manually trawling codebases — Big Sleep did the hunting and debugging solo. The signal? AI security agents are no longer hypothetical R&D; they’re becoming production-grade tools. Bug bounty platforms, pen-test teams, and open source maintainers are about to feel the heat — or the false positives.
🛎️ Key takeaway: Welcome to the next arms race: not who finds bugs fastest, but whose AI can fix them before breakfast.
📌 What’s happening: Google’s LLM-powered security agent, Big Sleep, just flagged 20 zero-days in open source libraries like FFmpeg and ImageMagick. Built by DeepMind and Project Zero, the tool autonomously found and reproduced the bugs — with a human only stepping in to validate the report before disclosure.
MILESTONE

📌 What’s happening: OpenAI says ChatGPT is on track to cross 700 million weekly active users — up 40% since March and 4x YoY. User engagement now trails only Google and X, with people clocking 16 minutes a day, 12+ days a month. On top of that? 5 million business subscribers. The catalyst: GPT-4-powered image gen and a string of app updates that actually landed.
🧠 How this hits reality: This isn’t another “record-breaking app.” This is AI reaching escape velocity — not as a demo, but as daily infrastructure. From students to execs, ChatGPT isn’t a tool anymore. It’s ambient. For SaaS vendors, IT leads, and creative teams still “waiting to see,” this was the window.
🛎️ Key takeaway: 700M isn’t user growth — it’s a species-level milestone. AI just became a utility.
📌 What’s happening: OpenAI says ChatGPT is on track to cross 700 million weekly active users — up 40% since March and 4x YoY. User engagement now trails only Google and X, with people clocking 16 minutes a day, 12+ days a month. On top of that?
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"Welcome, everyone! While you're still mastering the art of Zoom etiquette, just remember that your trusty chatbot is already angling for a corner office—talk about a career leap!"
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NEWS

Perplexity is expanding access to its AI-powered Comet browser beyond Mac users, with CEO Aravind Srinivas announcing that Windows builds are ready and invites have been sent to early beta testers. The company is moving ahead of schedule and also hinting at potential Android device support, signaling rapid development momentum for their agentic search-powered browser.
Originally launched in beta exclusively for Mac users with Apple Silicon in May, Comet integrates advanced AI features directly into the browsing experience. The browser can answer user questions, automatically check shopping carts for discounts, surface unanswered emails, and even includes a "Try on" feature that generates images of users wearing selected clothing items through photo uploads.
While no official release date has been announced, the expansion to Windows represents a significant step toward broader market availability. However, Comet has faced controversy over data collection practices, with the CEO initially suggesting the browser would gather user data for targeted advertising before later clarifying that personalization features would be optional. Upon full release, Comet will compete directly with Dia (Arc) and similar agentic browsers from Google and OpenAI.
🛎️ Key Takeaway: Perplexity's strategic expansion of Comet to Windows signals the intensifying race for AI-powered browser dominance, representing a massive market opportunity to reimagine how users interact with the web through intelligent, contextual browsing experiences that could fundamentally disrupt traditional search and e-commerce models.
Perplexity is expanding access to its AI-powered Comet browser beyond Mac users, with CEO Aravind Srinivas announcing that Windows builds are ready and invites have been sent to early beta testers. The company is moving ahead of schedule and also hinting at potential Android device support, signaling rapid development momentum for their agentic search-powered browser.
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Cybercriminals have significantly upgraded WormGPT, the censorship-free AI tool originally launched in June 2023 using the open-source GPT-J model for malicious purposes. Two new versions have emerged on BreachForums that represent a major evolution in cybercrime capabilities.
The updated variants include "keanu-WormGPT," which exploits xAI's Grok through API access using custom jailbreaks, and "xzin0vich-WormGPT," which runs on Mistral AI's powerful Mixtral model. Both versions are distributed through Telegram channels and bypass safety mechanisms by manipulating system prompts, allowing them to generate sophisticated phishing emails, malicious code, and other cybercrime tools.
According to Cato CTRL's analysis, this represents a significant shift in how large language models are being weaponized for criminal activities. The integration of more advanced AI models demonstrates how cybercriminals are rapidly adapting cutting-edge technology to enhance their attack capabilities, moving beyond the limitations of earlier open-source models to leverage commercial AI systems for malicious purposes.
🛎️ Key Takeaway: The evolution of WormGPT highlights the urgent need for robust AI security frameworks and API protection measures, as cybercriminals demonstrate sophisticated capabilities in weaponizing commercial AI models, creating both significant cybersecurity challenges and potential market opportunities for specialized AI defense solutions.
The updated variants include "keanu-WormGPT," which exploits xAI's Grok through API access using custom jailbreaks, and "xzin0vich-WormGPT," which runs on Mistral AI's powerful Mixtral model. Both versions are distributed through Telegram channels and bypass safety mechanisms by manipulating system prompts, allowing them to generate sophisticated phishing emails, malicious code, and other cybercrime tools.
INSIGHT

Google's generative AI UI design tool, Stitch AI, attracted 2.2 million visitors, according to the AI Secret Top Growth Ranking Report - May 2025. This achievement took only a few weeks after its launch at Google I/O 2025. The tool overcame the cold-start problem by positioning itself as a Google Labs experiment, offering free access to early adopters, and integrating Google's Gemini 2.5 Pro to deliver instant value through natural language UI generation.
Stitch's core strength lies in its ability to generate complete UI designs from simple text prompts, wireframes, or screenshots while seamlessly integrating with popular tools like Figma and exporting HTML/CSS code directly. The company strategically leveraged Google I/O as its launch platform and amplified reach through community-driven tutorials, press coverage, and thought leadership content to establish credibility in the competitive design space.
The platform sustained its explosive growth by delivering immediate value through free, usable design outputs and actively incorporating user feedback into rapid feature updates. This approach created powerful viral growth loops while fostering user loyalty through continuous product improvement, with the tool's shareability across multiple formats encouraging organic adoption within teams and organizations.
🛎️ Key Takeaway: Stitch AI demonstrates how strategic platform launches combined with immediate utility can create explosive growth in the AI tools market, suggesting massive commercial potential for companies that can effectively bridge design and development workflows while leveraging established tech ecosystems for credibility and distribution.
This achievement took only a few weeks after its launch at Google I/O 2025. The tool overcame the cold-start problem by positioning itself as a Google Labs experiment, offering free access to early adopters, and integrating Google's Gemini 2.5 Pro to deliver instant value through natural language UI generation.
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Buckle up because we’re diving headfirst into the wild, whimsical world of artificial intelligence—where "vibe coding" is now a thing, and suddenly everyone is a programmer!
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The emergence of "vibe coding" has ignited a dynamic discussion within the tech industry, positioning itself as a transformative approach to software development. Vibe coding represents a pivotal shift in how we perceive programming and its accessibility. By harnessing AI to bridge the knowledge gap, we open doors for aspiring developers, entrepreneurs, and students, allowing them to manifest their ideas without the traditional hurdles of coding literacy.
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BUSINESS

Perplexity AI's audacious proposal to acquire TikTok and transform its algorithm into an open-source model represents a revolutionary shift in the approach toward social media transparency and user empowerment. Amidst national security concerns and calls for divestiture from its Chinese parent company, this startup seeks to reimagine TikTok's operational framework, emphasizing accountability and innovation in the tech landscape.
Perplexity AI's audacious proposal to acquire TikTok and transform its algorithm into an open-source model represents a revolutionary shift in the approach toward social media transparency and user empowerment. Amidst national security concerns and calls for divestiture from its Chinese parent company, this startup seeks to reimagine TikTok's operational framework, emphasizing accountability and innovation in the tech landscape.
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Good Morning, AI Enthusiasts!
As we stand at the crossroads of technological innovation, a profound shift is underway—one that challenges the very foundations of traditional content creation and information retrieval.
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AI search engines, often touted as the future of information retrieval, are proving to be a double-edged sword for content creators and publishers. According to a report by TollBit, shared exclusively with Forbes, AI search engines send 96% less referral traffic to news sites and blogs compared to traditional search engines like Google. This staggering statistic underscores a fundamental shift in how AI search engines operate and their impact on the broader digital ecosystem.
The Decline in Referral Traffic
Unlike traditional search engines, which prioritize linking users to external websites, AI search engines often function as "answer engines." They aggregate and synthesize information directly within their interfaces, reducing the need for users to click through to source websites. While this approach enhances user convenience, it significantly diminishes the visibility and revenue streams of content creators who rely on referral traffic for monetization.
Implications for the Publishers
The report also reveals that AI developers’ scraping of websites has more than doubled in recent months. This surge in scraping activity is driven by the increasing demand for high-quality data to train AI models and large language models. By analyzing 45 billion website visits in Q4 2024, TollBit detected 188 million AI bot scrapes, with 65 million instances of bots bypassing or ignoring robots.txt instructions set by publishers. It raises critical questions about the ethics and legality of such practices, especially when they disproportionately affect smaller publishers who lack the resources to protect their content.
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For decades, Google Search has been the undisputed leader in the search engine market, shaping how billions of users access information. However, a recent survey reveals a growing dissatisfaction with the platform. According to the survey, 42% of respondents believe that Google Search is becoming less useful, while more than half reported relying on their communities, AI tools, and other alternatives for information.
The Key Findings:
Looking Forward
The survey findings suggest a pivotal moment for Google. the emergence of AI-powered alternatives, such as ChatGPT and Perplexity, has provided users with new ways to access information. These platforms, which prioritize conversational and context-aware interactions, are attracting a growing user base. For instance, Perplexity has amassed over 15 million users, while ChatGPT's referral traffic to websites has increased by 145x since mid-2024.
The survey findings suggest a pivotal moment for Google. the emergence of AI-powered alternatives, such as ChatGPT and Perplexity, has provided users with new ways to access information. These platforms, which prioritize conversational and context-aware interactions, are attracting a growing user base.
The survey findings suggest a pivotal moment for Google. the emergence of AI-powered alternatives, such as ChatGPT and Perplexity, has provided users with new ways to access information. These platforms, which prioritize conversational and context-aware interactions, are attracting a growing user base.
The survey findings suggest a pivotal moment for Google. the emergence of AI-powered alternatives, such as ChatGPT and Perplexity, has provided users with new ways to access information. These platforms, which prioritize conversational and context-aware interactions, are attracting a growing user base.
MARKETING

The emergence of AI has significantly altered the landscape of various industries, particularly in sales. AI is streamlining operations by automating repetitive tasks such as data entry and lead scoring, allowing sales teams to focus on more strategic activities like relationship building and deal closing. Companies like Microsoft are leading this change by implementing AI tools that provide real-time insights, thereby increasing efficiency and reducing human error.
Enhancing Human Capabilities
Beyond automation, AI enhances human capabilities by offering deep insights into customer behaviors and preferences. This information enables sales professionals to engage in personalized interactions, fostering trust and long-term relationships with clients. Microsoft's AI tools, such as Dynamics 365 Customer Insights, exemplify this approach by providing a comprehensive view of customer journeys, which helps sales teams anticipate needs and tailor their strategies effectively.
Industry-Wide Implications
The adoption of AI is not just a trend for companies like Microsoft; it is becoming essential across the industry. Organizations that invest in AI tools are gaining a competitive edge, with many reporting higher revenue growth. However, the integration of AI also raises ethical concerns and necessitates reskilling sales teams to adapt to new technologies. As companies navigate these challenges, leveraging AI effectively will be crucial for maintaining the relevance of sales professionals in an increasingly automated market.
The adoption of AI is not just a trend for companies like Microsoft; it is becoming essential across the industry. Organizations that invest in AI tools are gaining a competitive edge, with many reporting higher revenue growth. However, the integration of AI also raises ethical concerns and necessitates reskilling sales teams to adapt to new technologies.
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Perplexity AI, a U.S.-based AI search engine startup, has demonstrated a strategic approach to marketing by leveraging hot topics and maintaining a strong presence on social media. The company's marketing strategy is deeply intertwined with its identity as a challenger to tech giants like Google and its positioning as an antitrust and technological innovator. By capitalizing on trending issues, such as the TikTok ban in the United States, Perplexity AI has not only gained public attention but also solidified its reputation as a forward-thinking and disruptive player in the tech industry.
Perplexity AI, a U.S.-based AI search engine startup, has demonstrated a strategic approach to marketing by leveraging hot topics and maintaining a strong presence on social media. The company's marketing strategy is deeply intertwined with its identity as a challenger to tech giants like Google and its positioning as an antitrust and technological innovator.
Perplexity AI has positioned itself as a next-generation AI-powered search engine, offering an alternative to traditional platforms like Google. Unlike conventional search engines, Perplexity focuses on delivering conversational, contextually relevant, and human-like responses. This approach has redefined user experiences, making it a leader in conversational AI.
Launched in 2023, Perplexity quickly gained traction due to its ability to understand nuanced queries and provide accurate, context-rich answers. Its unique blend of machine learning, natural language processing (NLP), and deep search algorithms has set it apart from competitors.
By mid-2024, Perplexity AI achieved a valuation of $3 billion, reflecting its rapid growth and the market's confidence in its potential. This valuation underscores the brand's credibility and its ability to attract high-profile investors, including Jeff Bezos and Nvidia.
At the core of Perplexity's technological achievements lies its advanced conversational AI capabilities. The platform leverages cutting-edge algorithms to provide accurate, human-like responses, reshaping how users interact with search engines. This innovation has made Perplexity a favorite among individuals and businesses alike.
In February 2025, Perplexity launched its Deep Research feature, a cutting-edge tool designed to deliver exhaustive reports on specialized topics. This feature employs a proprietary framework called Test Time Compute (TTC) expansion, which mimics human cognitive processes by iteratively refining its understanding of complex topics. Unlike traditional search engines, Perplexity's Deep Research performs dozens of searches, reads hundreds of sources, and autonomously delivers comprehensive reports. This innovation positions Perplexity as an expert on any subject, further enhancing its value proposition.
Perplexity's AI-powered search minimizes paid ad placements, prioritizing organic content optimization. This approach has significant implications for search engine optimization (SEO), as businesses must focus on high-quality, informative content to improve visibility. By leveraging natural language processing and machine learning, Perplexity delivers intent-based results, reshaping SEO strategies and content marketing.
One of the most notable examples of Perplexity AI's marketing strategy is its response to the short-lived TikTok ban in the United States. On January 18, 2025, just one day before the TikTok ban went into effect due to national security concerns, Perplexity AI submitted a merger proposal to TikTok's parent company, ByteDance. This proposal was revised and resubmitted on January 26, 2025, and included the formation of a new U.S.-based holding company called "NewCo." The proposal suggested that the U.S. government could own up to 50% of the new entity following an initial public offering (IPO), which would value the company at $300 billion or more.
The timing of this proposal was strategic, as it coincided with heightened public and political scrutiny of TikTok's data practices and ownership structure. By presenting itself as a potential savior of TikTok's U.S. operations, Perplexity AI not only positioned itself as a key player in the tech industry but also sparked widespread discussion on social media. The merger proposal was widely covered by major news outlets, further amplifying Perplexity AI's visibility and reinforcing its image as an innovative and opportunistic company.
Perplexity AI has long positioned itself as a challenger to Google's dominance in the search engine market. Valued at $9 billion as of December 2024, the company has drawn significant attention for its innovative approach to search technology, which prioritizes user experience with efficient and reliable AI-powered search capabilities.
The company has found itself caught in the crossfire of a legal battle between the U.S. Department of Justice (DOJ) and Google over search market dominance. In October 2024, Google subpoenaed Perplexity AI for internal documents to support its argument that viable competitors exist in the search market. However, Perplexity AI has resisted broader requests for all its licensing agreements, citing concerns about the burden of fulfilling such sweeping demands.
Despite these challenges, Perplexity AI has continued to innovate and attract a growing user base. The company's collaborative approach, which includes strategic investments and partnerships, has further enhanced its market competitiveness and positioned it as a viable alternative to traditional search engines.
Department of Justice (DOJ) and Google over search market dominance. In October 2024, Google subpoenaed Perplexity AI for internal documents to support its argument that viable competitors exist in the search market. However, Perplexity AI has resisted broader requests for all its licensing agreements, citing concerns about the burden of fulfilling such sweeping demands.
Perplexity recently joined the super topic wave started by DeepSeek. As the first prominent American tech company to integrate the DeepSeek API, Perplexity has not only capitalized on the moment but has also reinforced its brand identity as a technological rebel. By incorporating DeepSeek R1 into its platform in January 2025, Perplexity has set a new standard, showcasing an open-source reasoning model that competes with industry titans like OpenAI, all while being more budget-friendly.
With DeepSeek R1 hosted on U.S. and European servers, concerns related to privacy and censorship linked to its origins are effectively mitigated, enabling users to access uncensored, source-backed answers. This strategic move has transformed the landscape for businesses and individuals alike, offering a revolutionary approach to leveraging AI for research, coding, and informed decision-making.
Perplexity recently joined the super topic wave started by DeepSeek. As the first prominent American tech company to integrate the DeepSeek API, Perplexity has not only capitalized on the moment but has also reinforced its brand identity as a technological rebel.
With all the flair of a reality TV star, Perplexity AI has been busy making a name for itself as the cool kid in the tech playground, flaunting their 'antitrust innovator' badge like it’s the latest designer accessory. And let’s not forget their obsession with user experience and regulatory compliance – because nothing says “we’re here to disrupt” quite like following the rules while pretending to break them!
As they continue to grow and throw their weight around, you can't help but wonder: is Perplexity AI the future of tech disruption or just another case of “look at me, I’m relevant!”? Either way, they’re definitely serving up some serious entertainment in the ever-evolving tech circus!

Hello, AI Enthusiasts!
As we dive headfirst into the wild world of self-replicating artificial intelligence, we may quickly encounter a key decision: Take them, or be taken over.
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The emergence of self-replicating artificial intelligence marks a pivotal point in human history. As AI systems like Meta’s Llama3.1-70B-Instruct and Alibaba’s Qwen2.5-72B-Instruct demonstrate the ability to clone themselves without human intervention, we find ourselves grappling with the profound implications of this advancement on society, ethics, and our very existence.
As AI systems like Meta’s Llama3.1-70B-Instruct and Alibaba’s Qwen2.5-72B-Instruct demonstrate the ability to clone themselves without human intervention, we find ourselves grappling with the profound implications of this advancement on society, ethics, and our very existence.
As AI systems like Meta’s Llama3.1-70B-Instruct and Alibaba’s Qwen2.5-72B-Instruct demonstrate the ability to clone themselves without human intervention, we find ourselves grappling with the profound implications of this advancement on society, ethics, and our very existence.
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HEADLINES

Perplexity has launched Sonar, a cutting-edge AI search model built on Meta’s Llama 3.3 70B, which boasts incredible processing speed and accuracy, disrupting the AI search landscape and challenging established players in the market.
Perplexity has launched Sonar, a cutting-edge AI search model built on Meta’s Llama 3.3 70B, which boasts incredible processing speed and accuracy, disrupting the AI search landscape and challenging established players in the market.
Perplexity has launched Sonar, a cutting-edge AI search model built on Meta’s Llama 3.3 70B, which boasts incredible processing speed and accuracy, disrupting the AI search landscape and challenging established players in the market.
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More Stories: Google’s Super Breakthrough, OpenAI's New Milestone
Read the storyIf you’ve been following the AI coding scene lately, you’d be forgiven for thinking we’re living in a golden age of machine programmers.
If you thought ChatGPT was just a clever digital pen pal, brace yourself: it’s now eyeing your shopping cart. In a move that’s less
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In a bold and unprecedented move, Perplexity AI, a San Francisco-based artificial intelligence (AI) startup, has proposed acquiring TikTok and making its algorithm open-source. The proposal
AI Search Engines are Deceiving Publishers & 42% of People Say Google Search Less Useful
Perplexity AI, a U.S.-based AI search engine startup, has demonstrated a strategic approach to marketing by leveraging hot topics and maintaining a strong presence
An AI Study That Shook the World & The New Speed Demon of AI Search Models
Perplexity has just unleashed its latest creation, Sonar, a turbocharged AI search model built on Meta’s Llama 3.3 70B. This model is not just