Topic: Data analysis
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Boost Incrementality Test ROI With Fewer Experiments
Incrementality testing is essential for identifying genuine business growth by addressing the blind spots in platform attribution and ensuring resources target high-impact inquiries. Teams should prioritize tests with significant financial stakes and predefine decision paths for all possible outc...
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Tesla Robotaxis run unsupervised in Austin ahead of Cybercab launch
Tesla's claim of fully driverless Robotaxis in Austin is now confirmed: all 170 monitored trips over the past two weeks were unsupervised, involving 54 distinct vehicles. The trend is expanding beyond Austin, with roughly 30 driverless Teslas spotted in Dallas and Houston over the last week, a sh...
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This startup prices AI compute for Wall Street
Silicon Data raised a $30 million Series A to create a benchmark for GPU rental pricing, aiming to launch compute futures trading on the CME starting October 5th, pending regulatory approval. On the Equity podcast, Silicon Data's Steve Hou counters pessimistic headlines about the AI buildout, arg...
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Meta AI launches dedicated Mac app
Meta launched a dedicated Mac app for its AI chatbot, allowing users to share their screen for contextual suggestions and enabling dictation across all applications. This move helps Meta compete with rivals like Google, OpenAI, and Anthropic by closing feature gaps, though it stops short of givin...
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Excel Power Users Turn Spreadsheets Into a Spectator Sport
Excel has a large subculture of "power users" who treat spreadsheets as a competitive sport, posting speedruns and tutorials to massive online followings. Creators like Dan Kidney (Functional Excel) and Jonathan Tristan (Your Finance Brother) gained fame through obstacle-course races and keyboard...
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Google's August 2026 Spam Update Begins Rolling Out
Google began rolling out its August 2026 spam update on August 18, affecting all regions and languages, with completion expected to take several days and no accompanying blog post or new spam policies announced. This is the third spam update of 2026, following a record-fast March update and a Jun...
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Perplexity's free AI push wins millions of new users in India
Perplexity's Airtel partnership, offering free 12-month Pro subscriptions to 360 million subscribers, drove a massive surge: 56 million downloads in India over seven months, a 625% monthly jump at launch, and monthly active users peaking at 22 million by October 2025. After the promotion closed i...
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Zoox reveals safety data after recalling entire robotaxi fleet
Zoox bases its entire safety case on a single predicted rate of collision, injury, and fatality events per mile, which aggregates risks from software, hardware, and operations and gates any changes to the system. The company benchmarks this metric against real-world human driving data from federa...
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ChatGPT Picks Its Search Recommendations Before Searching
ChatGPT autonomously generates its own search queries before fetching any results, and these queries already contain brand names the user never mentioned,proving the model has a pre-existing shortlist of candidates. Being included in ChatGPT's initial search query is worth approximately 33 times ...
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Stellar Cyber's AI Triage Matches Human Analysts 99.7% of the Time
Stellar Cyber's Agentic Auto Triage matched human analyst accuracy 99.7% of the time in an independent study of 124 days of live customer data, covering over 138,400 security alerts. The system uses an agentic, adaptive approach that learns from alert context and historical data, unlike static ru...
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Musk’s AI Wikipedia project hasn’t been updated in months
Grokipedia, xAI's AI-powered encyclopedia, appears dormant, with no entries updated since April 24 and no accepted or rejected edits in over three months, according to a Lawfare report. Despite its live page claiming over 6 million articles, the platform's "Recent changes" section shows "No live ...
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How Topical Focus Boosts Brand Visibility
AI search results distinguish between citations and named brand recommendations: brands are cited as sources across distant categories about 50% of the time, but only named as recommended brands 25% of the time, while closely related categories see 74% citations and 44% named mentions. Depth of c...
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How AI Overviews Reshape Publisher and Brand Strategies
Google now embeds Top Stories carousels inside AI Overviews for 15.5% of U.S. and 17.46% of UK trending news queries, with entertainment queries exceeding 35% in the U.S.; this placement is mutually exclusive with standalone Top Stories modules. Blocking Google-Extended in robots.txt does not opt...
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Paid Search Soaked Up Organic’s Drop, Then Q2 Growth Slowed
Google's paid search growth slowed in Q2 2026 after a period where PPC budgets compensated for declining organic visibility, reflecting tougher year-over-year comparisons and shifting advertiser spend allocations. The moderation signals that paid search is no longer an automatic safety net for or...
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AI exam glitch forces 58,000 students to retake test
UNAM's first remote entrance exam, monitored by AI software, produced anomalous results: scores of 100+ rose from 3.5% to 16.3%, and scores of 110+ jumped from 0.9% to 5.5%, sparking cheating suspicions. An expert panel recommended a mandatory in-person "control exam" as the final arbiter for adm...
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Linux Market Share in North America Tops 10% for First Time
Linux market share in North America has crossed 10% for the first time, driven by cloud workflows, privacy concerns, and user-friendly distributions that lower adoption barriers. Analysts caution that the data relies on browser user-agent strings, which can be skewed by automated traffic or virtu...
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89% of AI Search Demand Is Unclaimed: Act Before It’s Gone
Topical authority matters in AI search because it creates durability; brands that capture a disproportionate share of mentions in a category tend to keep that position. As of June 2026, 89.3% of estimated AI search demand sits in categories with no clear owner, meaning the most valuable categorie...
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Google data shows AI hasn't automated workers away yet
A Google Research study analyzing 15 million real-world Gemini AI interactions finds no evidence that AI is about to cause massive automation and displacement of white-collar work. The study introduces the "AI & Economy ATLAS" and shows that AI use across occupations remains shallow and overwhelm...
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ChatGPT’s topic dominance goes beyond SEO
Only 15.2% of ChatGPT topic categories had a clear brand owner, meaning roughly 85% lacked a dominant brand, with over half (53.7%) being "unsettled" where no brand appeared in at least three of five related prompts. Traditional SEO metrics like organic traffic and Authority Score had limited pre...
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July 2026 Patch Tuesday: Is CVE tracking still viable?
June 2026 saw a record-breaking release of over 200 CVEs from Microsoft, with Windows 11 and Windows 10 accounting for 116 and 104 vulnerabilities respectively, following a delayed disclosure that was initially predicted for May. The unpredictable cadence and sheer volume of CVE releases, as seen...
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