Helen Sharp, a 40-year-old PR expert and ceramicist, was flying alongside her husband, Adam Robinson; their children, Emma and Charlie; their friends, Rachael Reed and Charmi Fehr; and their children's nanny, Anita Maria Cetina, whenever their private jet crashed, slaying all nine passengers.

Based on accounts from friends, family, and chap artists who knew her, Sharp was a gifted ceramics artist, a earth traveler, a loving mother and wife, and a cherished friend.

"Helen embodied a existence fine lived," stated a declaration posted on her ceramics Instagram leaf on behalf of allies and family. "She embraced the world, made beautiful things, built enduring relationships, and loved her group fiercely. "

She graduated from the University of Arizona

"Helen was incredibly ambitious, talented, and a ray to be around," Texas-based pottery creator Rebeca Proctor commented on Instagram.

Proctor told Business Insider that she and Sharp were family allies expanding up in Houston and became nearer whenever Sharp began taking a category at the community pottery studio Proctor owned.

Sharp attended the University of Arizona. According to a tribute Facebook post from the University of Arizona School of Art, she graduated in 2009 alongside a BA in Interdisciplinary Studies, focusing on art former and anthropology.

She traveled the world

Her LinkedIn showed that she spent period in Buenos Aires, Argentina, as an ESL instructor from 2008 to 2009 and in Taipei, Taiwan, as a author and publishing company from 2013 to 2014.

"I remaining my family, friends, and everything I knew to be solitary — to develop up distant from community as I knew it," she wrote in an Instagram article in November 2025 concerning her period in Taiwan. "My isolation and regrowth were pivotal to my betterment as an adult."

According to her LinkedIn, she returned to Argentina in 2015, anywhere she worked for multiple years, archetypal as a endeavor betterment director and afterward as an document executive.

It was in Buenos Aires that she "met the affection of her life, Adam," the Instagram declaration said.

She made a occupation in community relations

In 2019, Sharp founded her own boutique community relations agency, Influential PR, which focused on sustainable and mission-driven brands.

She announced in May 2024 that her near companion of 20 years, Molly Ford Leibowitz, would be joining Influential PR as COO and partner.

She had a affection for ceramics and opened her own studio

Sharp had a self-professed "lifelong affection for clay" which started whenever she archetypal touched clay in kindergarten.

Sharp posted on LinkedIn in February that she had started her own ceramics studio in Aspen, and that Leibowitz would continue to run Influential PR.

At the time, Proctor recalled, Sharp was in the third trimester of her gestation alongside her son Charlie, whom she called her "miracle baby."

"I recall her coming into the studio, extremely pregnant, fair glowing and beaming alongside joy, operating on this huge piece," Proctor recalled. "She was incredibly powerful though, and determined, but additionally knew whenever to obtain help. We were all amazed by her."

Sharp went on to prosecute her goal of having a prosperous occupation as a ceramics artist, taking workshops alongside artists specified as Austin Coudriet, Paul Briggs, and Bari Ziperstein.

Proctor remembered Sharp as being humble and prepared to learn.

"I think in all part of her life, Helen had a vision, and she would continually see it through, equal through challenges — which, in ceramics, there are many!"

She was cherished in the ceramics community and beyond

After the tragedy, tributes to Sharp and her family inundated in.

"She was my ceramics sister," a chap ceramics creator commented on Instagram. "I can't equal say how much her fair being her inspired me to be the female I am today, and to accept in my own power and endowment and the possibilities in forefront of me."

"She had this beautiful capability to rotate any instant into item fun, to create group laugh, and to create equal an average day awareness special," wrote another commenter, who stated he'd met Sharp in Argentina and hired her.

Bari Ziperstein, among the artists Sharp had learned from, commented, "I'm in total shock! What a defeat for the pottery community & all that she was building."

She loved her children and family

Sharp was remembered as having been deeply devoted to her family and husband.

"Helen and Adam were the affection matter that volition final forever," the families' shared declaration read.

The Instagram article on her ceramics document remembered her and Robinson having "built a existence established in family, adventure and love."

"Her happiest location was next to Adam and their two beautiful children, alongside alongside their dog Bonnie, who was continually by her flank (and normally in her lap)," it continued.

"She was a fantastic mother and an amazing individual who lived existence to the fullest," Proctor told Business Insider.

The new AI-ified Siri is getting nearer to ditching its waitlist.

On Monday, Apple published an updated blog titled "How to get Siri AI," anywhere the tech business stated the characteristic would automatically download for eligible users who opt in.

Previously, Apple equipment users who wanted Siri AI would associate a waitlist. Consumers reported that the queue lasted anyplace from a few hours to a brace of days.

Apple now says it volition use a waitlist lone during periods of "high demand."

The update is a small but notable change for Apple's caller AI bet — it shows that the business is getting additional comfortable beginning the gates to its additional mighty Siri assistant.

Siri AI, which was revealed in June at Apple's Worldwide Developers Conference, can diagram on a user's individual environment throughout apps akin iMessage, Calendar, Mail, and Photos to execute tasks specified as quickly finding a escape figure or identifying products on a device's screen. It additionally gets its own autonomous app.

"With Siri AI, we really have the Siri that we continually wanted," John Ternus, the company's new CEO, stated during the company's earnings call on Monday. "It is chiefly request-based today, but as we talked concerning at WWDC, it is built on a modern, orchestrator-driven architecture that gives us genuine area to develop its capabilities complete time."

The characteristic is motionless in beta and requires an Apple Intelligence-capable device. For iPhone users, that method they need an iPhone 15 Pro or afterward model.

This as-told-to composition is according to a conversation alongside Nicole Bernard Dawes, the 53-year-old originator and CEO of Nixie, a zero-sugar soda brand based in Wellesley, Massachusetts. It has been edited for dimension and clarity.

I was extremely fortunate to develop up in an entrepreneurial environment.

I watched my father, Steve Bernard, commencement and run Cape Cod Potato Chips, and my mom owned a health food store. They shaped who I am as a founder.

Growing up, I spent many days following academy at the factory or at my mom's store. My dad really wanted me to comprehend the business, so he would display me how to do things akin peruse a P&L.

I went on to established Late July Snacks in 2003 and sold an 80% interest to Snyder's-Lance in 2014. I remained CEO until Campbell's acquired Snyder's-Lance in 2018, adding Late July to its portfolio.

After the sale, we started looking into item we had been thinking concerning during the Late July days. We saw a gap in the market for a USDA-certified organic, zero-sugar beverage to brace alongside our chips.

Nixie was delivered in delayed 2019, and we're now in complete 11,000 retailers nationwide.

I've been operating alongside my hubby since Late July

We have two kids. I was expecting alongside my oldest son whenever I started Late July. I decided I wanted to have meal as a family all night and be current in their lives.

My hubby remaining his movie occupation to associate me at Late July, which allowed one of us to continually be residence alongside our kids. We didn't journey at the identical period for many years.

I started Late July alongside my begetter as a cofounder. He died comparatively suddenly, and our financial institution put a big debt we had in default because of his passing. It was the height of the recession.

I have a roll-up-my-sleeves, get-it-done mentality

I had to get myself out of my comfort area and network as much as imaginable since I had to repay that loan. I had to fix the business by figuring out why we weren't reaching the next level.

We had difficulty affording our groceries. One of the things I'm really fine at is budgeting, and I think a lot of entrepreneurs likely are. We certainly were not spending prosperity on much of anything, and it was extremely stressful, but I continually believed we would discover a way out.

We were capable to convince the financial institution to provision us additional time. I rejected several options, specified as marketing additional equity in the company. In the end, a mission-driven lender accepted to refinance the debt.

The breakthrough was starting our tortilla chips row in 2010

Late July started in crackers, afterward we innovated into tortilla chips and eventually another types of snacks. I was never fearful to vie in a rivalrous category. Our tortilla chips were gluten-free, allergen-free, and delicious, so nearly everybody could eat them. That row basically catapulted us into the future.

I don't think any of it was a mistake, since it led us to study what we needed to cognize concerning our brand and likely made us stronger.

The business went from concerning $8 myriad in revenue and struggling to repay its loans to being on track to attain $100 myriad inside three years. By the period Campbell's acquired Snyder's-Lance, we were a large, profitable company.

Most of our squad wasn't being retained by Campbell's

We'd spent 10 years construction a squad of about 27 group we respected and trusted — astute group who were awesome at their jobs and who really liked operating together.

That's among the hardest things to discover whenever you're construction a company. We were capable to keep a lot of the guidance squad for Nixie.

We had that awesome team, and we saw a part of the supermarket that needed what we could bring to the conversation. Those two things drove us to commencement Nixie nearly correct away.

Initially, we self-funded Nixie

Having $0 in income and starting from scratch was fairly different, but there are enormous advantages to it being your second period around. I made so many mistakes alongside the way alongside Late July. I'm not going to create zero mistakes at Nixie, but hopefully I won't reiterate the identical ones.

We decided to commencement alongside sparkling h2o and put in our own prosperity following the Late July sale. We brought in a few angels who'd been part of Late July, including Short List Capital. Nixie afterward raised at smallest $8 myriad in a 2022 financing.

Last year, we raised additional than $26 myriad from funding resolute Invus, and its managing director, Evren Bilimer, joined our board.

The finest way you can expend your promotion dollars is commerce marketing

That's spending it immediately alongside a store. You'd be hard-pressed to get a improved ROI anyplace than a display alongside a key retailer.

The second-best way is sampling. If you're passionate concerning your products and they sensation great, getting another group to try them should translate into sales. If you can example alongside your retailers, equal better, since you're sampling the group who activity in that store, too, and they're several of your finest evangelists.

We partner alongside organizations akin HeadCount, which does elector registration drives at bazaar and events, so we get to the two assistance a logic we accept in and hand out samples.

The hardest decision at Nixie so far has been who to bring in as a partner investor

It is so important. It's really akin a marriage. You need to think lengthy and difficult concerning it, and really awareness awesome concerning it. You should not have any reservations, since any you're seeing as red flags volition arrive rear 10 times formerly the association unfolds.

My hubby and I took that extremely seriously. In the end, we awareness extremely fortunate and really grateful for who we partnered with. Especially if you're a mission-driven or integrated brand, you need to create certain you're in lockstep alongside your partners.

I've learned that the bigger you are, the additional alter you can drive

One of my investors in Late July was an integrated advocate who helped alter the market alongside his brand. He taught me a lot, and I've since testified before Congress concerning the importance of integrated agriculture.

What I desire to build is a fit beverage brand that's a market leader, one that helps create the beverage aisle a healthier location for everybody. I affection this brand, I'm so arrogant of it, and all I attention concerning correct now is construction item strong.

Almost a decade ago, I released a hackintosh guide on operating macOS 10.14 through a VM alongside an x86 host. A "Hackintosh" is the feat of operating macOS on non-Apple hardware, and has a former courtship rear to the delayed 1980s. At the period KVM and PCI passthrough were comparatively new technologies, and this guide provided near-native achievement alongside GPU acceleration.

A few years passed by, and we saw Apple publish the archetypal ARM-based Mac in 2021, the M1 MacBook Air. The timing was impeccable, Intel was unable to create rivalrous processors (due to being stuck on the 14nm node), and Apple had mighty and productive ARM chips already being shipped in their iPhones. The lengthy power division life, the fanless design, the instant wake, what's not to like? The benefits of switching to ARM were clear, nevertheless to most, this was idea to be the final division in the hackintosh community. x86 versions of macOS would shortly be discontinued, and the hackintosh community would gradually diminish away. That day has arrive and the latest type of macOS 27 (Golden Gate) released this twelvemonth is no longer compatible alongside x86...

Just a few days ago, I decided to create an iOS app for the archetypal time. It required XCode 26 for development, so I used my spare ThinkPad T490 as my betterment device and installed macOS 26 using a posted guide. The facility was gentle and painless. XCode 26 has integrations alongside Claude Code and OpenAI Codex, and this was my archetypal foray into AI-assisted coding. After several first tinkering alongside x86 workarounds, I was pleased that I had a functional iOS app inside a day, without touching a sole row of code!

So how does this all tie in? Well, this is exactly what the Hackintosh community could barely envision five years ago: the increase of AI. Waiting patiently and gently until now, the hackintosh and the hackios community has seen an complete detonation in development, activity, and achievement in the former few weeks! As one individual aptly wrote, this is the power of Claude Code alongside Ghidra on steroids. Just to catalog a few latest developments, we have:

macOS 27 operating on the Snapdragon Laptop:

macOS 27.2 Beta on an ARM SBC RK3588 alongside Mali drivers:

iOS 17 operating on the Nintendo Switch OLED:

Support for 50-series Nvidia GPUs alongside nullmoth:

I'm barely scratching the surface, alongside additional developments in AirDrop, accelerated video decode, and equal operating translated macOS 27 on x86. As much as we lament the disbursal of AI, there are several glimmers of hope: you fair power be capable to have your hardware and own it too.

Meta now lets you have sound conversations alongside your Muse AI delegate in genuine time, CEO Mark Zuckerberg announced today.

The characteristic has been rolled out to me, and I gave it a rotation on the iOS app during penning this article. As you conversation alongside your Muse agent, the avatar at the top of your conversation animates in period alongside the words that it’s saying. You can additionally alter the spirit of the sound by fair asking your delegate concerning what you desire and letting it decide or by browsing through a bunch of options in the avatar settings.

In my concise tests, my Muse delegate responds quickly complete voice, although it occasionally pauses during it’s looking up data or checking item for me (like it would alongside a content conversation query). It additionally animates what it’s saying well, although for my particular avatar, it’s been a small uncanny. I set my Muse agent’s avatar to appearance akin Mark Zuckerberg as a changeless reminder that I’m chatting alongside a Meta assistance (I refuse to be charmed by a Jolly!), and seeing the digital Zuckerberg facsimile really conversation alongside me is fairly weird. I additionally can’t get my Muse agent’s sound to audio exactly akin Mark Zuckerberg.

Muse’s sound manner and expressive avatars are rolling out now in the US for the app, Meta says. They’re coming “soon” for Meta’s AI glasses and volition additionally be accessible for its forthcoming Muse Charm gadget, which is expected to container this year.

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In the fountain of 2024, my husband, Paul, and I bought a home in England and were preparing to move that summer.

We'd been talking concerning leaving the US since we started courtship a decade prior, but now that it was happening, multiple of my family members seemed shocked. I kept hearing our decision to move was "weird."

The idea that my loved ones considered this decision "weird" stressed me out and remaining me emotion confused.

I've wanted to live abroad since I was an toggle pupil in Australia in 1989. Over the decades that followed, I considered moving to Australia, New Zealand, Italy, Serbia, Vietnam, and Canada, but existence kept getting in the way.

When Paul and I got together, I had a shared custody institution and moving wasn't possible, so Paul, who is British, sacrificed and made his residence in America. We accepted that whenever my son graduated from elevated academy in 2024, we'd reconsider anywhere we wanted to live.

In 2022, we began earnestly exploring our options. We house-hunted in Ireland and Oxford before discovering Portishead, a seaside town near Bristol that reminded us of our erstwhile residence on Maryland's Chesapeake Bay.

By then, Paul had spent approximately a decade distant from his family. His mother had died, he'd suffered a important bosom attack, and his grownup son was settling downward in England. We wanted to be nearer to him as he started his own family.

I didn't think I needed to explain to my family why we were leaving

As moving day approached, I began to awareness increasingly misunderstood.

I'd spent years talking concerning living overseas, and Paul had spent a decade distant from his family to be alongside me. I knew our decision would be affectional for everyone, but I hadn't expected to awareness as although I needed to validate it.

I was sad that I didn't awareness I had everyone's complete support.

I wanted to discover a way to plainly explain myself to all of my family members at once, but I assumed they wouldn't peruse a lengthy letter or text. That's whenever I got the idea for a photo-heavy display to refresh their memories and reframe the story.

I spent an complete weekend making a 33-slide PowerPoint display titled "Is It Weird That I'm Moving to the UK?"

In it, I went all the way rear to 1989, documenting 35 years of global adventures, abandoned relocation plans, and conversations concerning eventually leaving America.

I explained why we'd chosen England, why the timing made sense, and I addressed the inquiry I suspected was troubling everyone: How could I depart my son and aging parents?

Minutes following sharing the presentation, the conversations shifted.

For the archetypal time, I felt we were discussing the genuine emotions surrounding the move fairly than whether my decision made sense.

Looking back, I amazement if calling the move "weird" was merely another way of expressing sadness concerning the extend that would distinct us.

Two years later, our family relationships are thriving

My American family has embraced our new home, and a new family saying is "normalize going to England."

Last twelvemonth we did Christmas here, and this year, several of my English family members are traveling alongside us to commemorate it in the US.

We've additionally been capable to act in milestones that we power alternatively have missed. We attended Paul's son's wedding, and in September 2026, we welcomed our grandson, Benjamin.

Living throughout an sea from family motionless requires effort. The period difference is entirely brutal, and I have to obtain that we can't be current for all occasion.

I additionally comprehend my family's first reply improved now: It's difficult whenever person you affection chooses to live thousands of miles away.

Ultimately, I've learned that a important existence decision can create ideal awareness to the individual making it and motionless be achy for the group affected by it.

And that sometimes the finest way to eventually get everyone communicating openly is to explain multiple decades of individual former in a PowerPoint presentation.

Harvey has been taking first steps toward an first community offering.

The lawful synthetic intellect startup, which was lately appreciated at $15.5 billion, has held talks alongside lawyers at Latham & Watkins concerning going public, according to two group acquainted alongside the matter.

The discussions were preliminary, alongside no listing imminent, among the group said. Rather, Harvey is apt to observe how the coming crop of tech listings diet before deciding whether to move ahead.

Harvey declined to comment. Latham & Watkins did not react to a petition for comment.

The idea of a four-year-old startup making its market debut would have seemed far-fetched fair a twelvemonth ago.

Since then, SpaceX landed the largest IPO in history. Anthropic could top it whenever it lists shares, possibly as shortly as the week before Thanksgiving. And OpenAI could go out in first 2027.

A powerful showing from Anthropic in a few weeks could open the entrance for a younger generation of companies to test the community markets. Harvey, which has rotate into among the additional famous startups marketing application to ample law firms and company lawful departments, could be among the archetypal to try.

Harvey stated in September it had traversed $400 myriad in annual recurring revenue, or the prosperity a business expects to collect complete a year.

That fig is nowhere near Anthropic's reported $65 milliard run rate, but it puts Harvey in the identical ballpark as Affirm, which tipped $509 myriad in income for the financial twelvemonth before its 2020 listing. Snowflake had generated $242 myriad in income in the archetypal fractional of 2020 whenever it went community afterward that year.

This fall, Harvey raised $550 myriad in a circular led by Diffusion and Lightspeed Venture Partners. Other backers contain Goldman Sachs Alternatives, J.P. Morgan's Growth Equity Partners, Coatue, and accounts advised by T. Rowe Price — the kinds of organizational investors that frequently associate a startup's cap array as it prepares to go public.

Harvey additionally bulked up its administrator ranks this year.

It hired Steve Zad, who helped steer cybersecurity business Rubrik through its 2024 IPO, as its archetypal chief income officer. Former Google administrator Keith Enright joined as chief scheme officer. Rachel Hepworth came on as chief promotion authoritative following stints at Slack and Notion, and chief merchandise authoritative Anique Drumright arrived from Rippling.

There were promotions, too. John LaBarre, Harvey's archetypal lawful employ and a erstwhile delegate broad advise at Snowflake, became chief lawful officer. And Katie Burke became chief functioning officer, bringing cognition assisting obtain HubSpot from a small personal business to a publically traded one.

Alan Ghelberg has served as Harvey's chief financial authoritative since 2024.

Before Harvey, many investors shrugged off lawful tech. They saw a small market, alongside fair 1.3 myriad lawyers in the United States. Lawyers had a position as Luddites. They worked in documents that application struggled to peruse and stored records on personal servers.

Large tongue models changed the equation. Months before ChatGPT launched, Harvey cofounders Winston Weinberg, a former younger lawyer, and Gabe Pereyra, an ex-Google DeepMind researcher, began using the innovation to build application that could peruse and compose lawful documents.

Today, Harvey has additional than 3,500 customers, including 80% of the top 100 US law firms and 20% of the Fortune 500. Recent endeavor pickups contain CVS Health and Lockheed Martin.

That growth has triggered a backing frenzy as investors competition to discover the next Harvey. Legora, one of its closest competitors, raised $550 myriad in backing at an $8.8 milliard evaluation final month.

For Harvey, the possible way to Wall Street runs through one of its own customers.

Last year, Latham & Watkins, among the industry income leaders, signed a agreement to rotate out Harvey's application to all its lawyers. The two companies are now evolving tradition tools for Latham's prosperity arrangement practice.

Latham is no alien to Harvey, or to taking companies public. Since 2016, it has advised companies on 186 offerings that raised additional than $101 billion, making it the most energetic resolute by agreement count, according to Deal Point Data.

Have a tip? Contact the newsman Melia Robinson at mrobinson@businessinsider.com or via Signal or WhatsApp or Signal at +1 (603) 913-3085.

Sign up for her newsletter, Legal AI Insider, here.

Earlier this week, I saw Barry Schwartz’s article on X (and his write-up on Search Engine Roundtable) sharing a screenshot from Joy Hawkins. Joy noticed that multiple sites were seeing sudden, enormous vertical spikes in Google Search Console clicks during impressions stayed flat, and Barry asked a awesome follow-up question: “Anyone alternatively seeing this? If so, how are you filtering the report…”

When I saw Barry’s tweet, I immediately idea this would be the supreme real-world test for Marie’s Brain – my soon-to-be-launched agentic SEO and AI hunt inspection system.

Over the former multiple months, I have been construction Marie’s Brain to merge my 15+ years of investigation on Google’s ranking systems alongside live, programmatic admission to the Search Console and analytics data of the sites I monitor. Instead of manually clicking through Search Console asset by asset to see if any of my clients were affected, I asked my scheme to scan throughout all of the sites I monitor, inspect the unfinalized caller data through Nov. 2, 2026, and emblem any asset showing a abrupt anomaly in clicks.

Within seconds, Marie’s Brain surfaced the exact identical vertical spike throughout multiple sites in entirely distinct industries – and pulled the raw page, query, device, and nation dimensions so I could see what was really happening under the hood.

Key Takeaways

• Not genuine individual searchers: Between Oct. 31 and Nov. 2, 2026, multiple sites saw abrupt 2x to 6.5x spikes in Search Console clicks during impressions and rankings stayed flat. Whether this is external bot/agent retrieval or a Google logging bug counting automated fetches as clicks, it is not individual traffic.
• Why it looks so strange: Pages ranking on Pages 2 to 6 (Positions 12 to 54) abruptly logged 45% to 100% CTR throughout dozens of one-off query variations (mostly on Desktop).
• How to display it: There is no sole clasp in GSC to band out lone the bot clicks if dozens of pages were affected. However, you can exclude a sole spiked URL alongside a top-bar Page filter, or inspect Device: Mobile to see your unaffected mobile trendline. You can display the Pages tab by Position > 10 to see which deep-ranking URLs were affected.

What I Found Across The Sites I Monitor

Just akin Glenn Gabe and Joy Hawkins mentioned in Barry’s Search Engine Roundtable post, the bulk of properties I detect showed entirely normal traffic. However, during several SEOs saw the motion commencement complete the weekend (Oct. 31 to Nov. 1), a distinct subset of sites I detect informed a theatrical vertical spike on Monday, Nov. 2, 2026 that mirrors Joy’s screenshot:

Here is how those three anonymized properties behaved on Nov. 2, 2026 compared to their previous seven-day baseline (Oct. 26 – Nov. 1, 2026):

The 2 Big Clues In The Data

When I had my scheme drill into the raw API rows for Nov. 2, two unmistakable patterns emerged throughout the affected sites:

1. 45% To 100% CTR On Page 2 To Page 6 Results (And Why Impressions Looked Flat)

Normally, integrated clicks in Search Console are heavily concentrated in the top 3 to 5 results on Page 1. On Nov. 2, click-through charge (CTR) exploded on pages ranking between Position 11 and Position 55 (Pages 2 through 6 of Google):

• On Site A, desktop clicks jumped 14.1x complete the six-month regular median (21/day median to 297 on Nov. 2), pushing sitewide Desktop CTR from 0.20% to 2.89%, during mobile clicks stayed entirely flat (30 clicks on Nov. 2 vs. 25-40 on previous days).
• More than 40 inner city and assistance pages on Site A that had zero clicks all week abruptly logged three to 16 clicks all during ranking on Page 2 to Page 6 (for example, one city leaf logged nine clicks on 13 impressions = 69.2% CTR at Position 15.5; another logged five clicks on 11 impressions = 45.5% CTR at Position 53.8).
• Nearly all apparent non-brand query on Sites A and B logged one click on one impression (100% CTR) on Desktop at profound ranking positions (Position 14, 21, 24, 28, 30, 34, 38).

Why did total impressions remain flat if all click additionally had an impression? It comes downward to uncomplicated scale. When a location normally gets 18,000 impressions and 50 clicks per day (like Site A), adding 275 automated impressions is lone a 1.5% bump on the belief row – entirely invisible on a chart! Adding 275 clicks to a 50-click baseline, on the another hand, creates a enormous 6.5x vertical spike.

2. Synthetic Query Fan-Out Clusters

On Site C (a specialized troubleshooting Q&A site), a sole long-tail troubleshooting leaf that normally gets zero to one click per day (and never received additional than seven clicks in a sole day throughout the complete former six months) abruptly jumped to 13 clicks on Nov. 1 and 40 clicks on Nov. 2.

While the spikes on Sites A and B came from U.S. searches, all 40 clicks on this Site C leaf came from Canada. From Oct. 28 to Oct.r 31, that leaf lone had four to seven impressions per day in Canada (and 0 clicks) during ranking on Page 2. Then on Nov. 2, Canadian impressions on that leaf jumped by ~45 (to 50 impressions), and Canadian clicks jumped from 0 to 40 clicks – definition nearly all sole one of those new impressions was clicked (an 80.0% CTR at average stance 14.6 on Page 2, during U.S. clicks on that leaf stayed at 0)!

When I inspected the exact queries that clicked into that sole URL on Nov. 2, there were 23 slightly reworded variations of the exact identical troubleshooting inquiry (including systematic figure permutations akin 3 times, 4 times, 5 times, 7 times, 10 times), nearly all sole one logging 100% CTR (1 click / 1 impression, 2/2, or 3/3) between Position 10.0 and Position 33.0. Other troubleshooting pages on the identical location logged 1 click / 1 belief (100% CTR) at Position 45.5 to 54.0.

What Could Be Causing This?

Normally, whenever a essential position tracker or scraper loads a Google hunt results page, it lone generates impressions – not clicks. For Search Console to document a click, a browser or bot has to really prosecute (or trigger) Google’s click-tracking nexus on the hunt results page.

Looking at the data patterns throughout these sites, four possibilities remain out:

1. Scrapers or Headless Browser Bots That Also Click Through: If a scraper network or automated crawler lately started clicking through SERP links on Pages 2 through 6 to scrape the underlying leaf satisfied (or resolving Google’s click-tracking redirect parameters to catch the final URL, as one commenter suggested on Search Engine Roundtable), Search Console volition log a 1 click / 1 belief (100% CTR) event on all outcome it visits.
2. CTR Manipulation Networks (“Cookie Warming” or Decoy Clicks): Even if a endeavor would never pay for CTR manipulation, automated click-bot networks frequently hit guiltless sites in the identical niche. To create counterfeit headless Desktop browser profiles appearance akin “real humans” to Google’s user-signal systems, CTR manipulation bots are programmed to run searches and click random “decoy” results throughout Pages 2 to 6 to heated up browser cookies (or misfire throughout another listings on the leaf during hunting for their mark URL).
3. AI Agent / Query Fan-Out Retrieval: As we move deeper into the agentic web, automated investigation agents are increasingly browsing the web on behalf of users. On Site C, anywhere a sole troubleshooting leaf was clicked throughout 23 slightly reworded variations of the identical inquiry (including systematic figure permutations akin 3 times, 4 times, 5 times, 7 times, 10 times), the query form looks remarkably akin synthetic query fan-out from an AI delegate or investigation tool using a headless browser to open applicant URLs and extract answers.
4. A Gap in Google’s Bot-Click Filtering: Google normally filters known automated and bot clicks out of Search Console rearward the scenes. Whether this is a brand-new motion of headless browser bots that bypassed Google’s filters or a impermanent glitch in how Google filters automated click-throughs, those non-human clicks made it into our achievement charts.

How To Filter Your Google Search Console Reports

Because GSC does not let you display the top achievement diagram by ranking stance or CTR, there is no ideal one-click clasp to band only the bot clicks out of your sitewide chart if dozens of pages were affected. However, these three approaches activity fine depending on how your location was impacted:

1. Exclude A Specific Spiked URL (Or Filter By Country)

• If lone one or a few pages spiked (like Site C): Click + Add display > Page… > URLs not containing at the top of the study and act that URL bullet (or a subfolder akin /locations/). This cleanly removes the spiked leaf from the top diagram during keeping 100% of your lawful traffic on the remainder of the location intact.
• If the spike came from a particular country: While Sites A and B saw their spikes arrive from the U.S., Site C’s spike came entirely from Canada (where sitewide Canadian clicks jumped nearly seven times during U.S. clicks stayed flat at 67). Checking the Countries tab in GSC volition quickly inform you if the bot motion hit you from a sole nation that you can display out in the top bar.

2. Use Device: Mobile To Sanity-Check Your Trendline

If dozens of pages throughout your entire location spiked on Desktop (like Sites A & B), you cannot exclude all leaf individually. While filtering the top bar by Device: Mobile evidently hides your lawful Desktop traffic too, it is a awesome sanity inspect to display a client or stakeholder that your Mobile integrated trendline is entirely normal (on Site A, Mobile clicks were 30 on Nov 2 vs. 27-40 on previous days; on Site B, Mobile clicks were 11 on Nov 2 vs. 11 on Nov 1).

3. See Which URLs Were Affected In The Pages Table (Position > 10)

To see the exact pages that were affected on your site:

1. Check the boxes for Average CTR and Average stance at the top of the diagram so those columns appear in the array below.
2. Click the Pages tab (use the Pages tab fairly than the Queries tab, as GSC hides most one-off single-impression queries for privacy).
3. Click the display chimney icon inner the array header, choose Position, choose Greater than, and act 10.
4. Sort by Clicks descending to see all Page 2 to Page 6 URL that logged 30% to 100% CTR during the spike.

4. Prompt To Run If Your AI Agent Or LLM Is Connected To The GSC API

If you have Claude, Gemini, ChatGPT, or an agentic coding surroundings (like Antigravity or Cursor) connected to the Google Search Console API or a custom MCP server, you can paste this exact immediate to inspect all of your sites in seconds:

Query the Google Search Console API for my site(s) from October 20, 2026 through the latest accessible date using dataState: "all" (so caller unfinalized data is included): 1. Check regular sitewide clicks and impressions to see if any date between October 31 and November 2, 2026 spiked by additional than 2x compared to the previous 7-day average. 2. For any spiked date, interrupt downward clicks and impressions by Device (DESKTOP vs. MOBILE) and Country. 3. Query the "page" size for the spiked date and catalog all URLs alongside average stance > 10 and CTR >= 20% (or clicks >= 3), comparing their clicks on the spike date against the previous week. 4. For the top spiked URLs, drag the "query" size and inspect for clusters of reworded query variations logging 1 click / 1 belief (100% CTR) at positions 11 to 60.

Should You Worry About This Traffic?

No. Because this is automated action fairly than individual visitors, you do not need to alter your pages, disavow anything, or panic whenever those clicks autumn correct rear downward to baseline. Just annotate first November 2026 in your reporting (right alongside GSC’s another latest reporting changes) so you and your clients cognize why Search Console abruptly showed a vertical jump in clicks!

Disclaimer: This blog article was mostly generated by Gemini 4 Argon in the Antigravity harness in conjunction alongside Marie’s Brain – an OKF-driven scheme complete of my knowledge. It has been fact-checked by me, Marie, a individual (I think).

More Resources:

• Google Search Console Glitch Gives SEOs A Scare
• Google Says No AI Click Reporting News Yet, Ahead Of UK Deadline
• Google Admits Search Console Reporting For AI Search Is Inadequate

Read Marie’s newsletter, AI News You Can Use. Subscribe now.

Featured Image: TAMI IAKO/Shutterstock

But it appears the app, which is additionally accessible on Android, hasn’t launched extensively yet. Navarra says it’s currently listed in Singapore, Thailand, Malaysia, and the Philippines, and not in the UK or US App Store. (I’m personally not seeing it on the US App Store on my iPhone.) Still, the fact that the dedicated app exists at all could indication that TikTok is preparedness to create an equal bigger shove into online shopping.

TikTok didn’t immediately answer to a petition for comment.

The another day, I was talking alongside a friend. We were discussing how parenthood has so many phases, particularly whenever it comes to money.

I recall thinking, "If we can fair get them through day care, we volition have so much additional financial wiggle room." Then, it was braces for three out of four kids and glasses for two out of four. Then came a car, affirmative sports/activities akin cheer and hockey. Don't equal get me started on adolescent needs and wants.

Boy, were they expensive, and all sole one came alongside lessons on the cost of things and how they had to assistance prosperity certain items or delay until birthdays or Christmas.

As we moved out of the high academy years alongside our eldest son and daughter, and alongside the two my hubby and me making additional than we always had, I was convinced we were eventually headed toward several much-needed financial comfort — a chance to breathe and have a cushion. With two kids motionless in elevated school, I idea we would have additional prosperity for sports, but I was mistaken.

The next phase of parenthood tightened our finances again.

College is expensive

College came along, and I felt akin I was rear in the financial trenches of early parenthood, whenever prosperity was specified a origin of stress. It was not fair the expenses of moving one of our kids cross-country and purchasing books and laptops; it was the loans — genitor loans and individual university loans. Just as we move to get out of debt and pay off mortgages and car payments, we are sucked correct rear in.

After filling out the FAFSA in May, we waited. We knew our kids would have to obtain on several debt, and we would assistance them as much as we could. Because we are firmly middle-class, we autumn into an all-too-common category: we create too much to get need-based aid, but not adequate to create university really affordable. Our kids received national subsidized and unsubsidized loans, but whenever we calculated tuition, they motionless needed more.

They got several assistance alongside scholarships

My son was headed to a local province academy to important in device science. He received a extremely small scholarship. He wasn't going to live on campus, so his tuition was slightly additional affordable than his sister's. Without a Parent PLUS Loan, which was not offered to us, we wondered how to backing the remainder of his tuition. We had to obtain out a individual university debt and cosign. While his debt was for a much lesser disbursal and hence additional manageable than his sister's, I volition remain a cosigner until it is completely paid off. That could obtain years.

Our female received thousands in scholarships gratitude to a elevated GPA earned during getting her affiliate flat at a local community college. To minimize her debt debt, she took advantage of getting that flat for free, a privilege granted to epidemic elevated schoolers current in Maine. Even alongside scholarships, she motionless had a tuition shortfall we had to cover. They offered us a Parent PLUS Loan, although it is capped at $20,000 a twelvemonth per kid. Unlike the federally funded, subsidized, and unsubsidized loans she received and volition be liable for paying back, our debt is debt that belongs to us for her education. Just as we began climbing out of the financial whirlwind of debt from parenting four kids, we slipped correct rear in.

Even alongside our loan, her national loans, and scholarships, we motionless did not have adequate to shield tuition, which included a meal scheme and a dorm room. My female is additionally attending a province school, but it is 2,300 miles from home. That disbursal may be manageable for students from Arizona and several neighboring Western states who are considered in-state or obtain reduced tuition for being so close, but it is not for my daughter. We additionally have additional expenses connected alongside being out-of-state students, specified as journey costs.

We took out a individual loan

We looked at another schools, but her academy is among the few colleges in the United States that offers a B.S. in Forensic Psychology. We ended up taking out a individual debt for her, which I cosigned. That debt volition authorize me to be released from my cosigner debt quickly formerly she starts making payments, but the involvement charge is elevated equal alongside my extremely firm credit score.

From talking to multiple friends, I cognize we are not the lone family struggling alongside the disbursal of higher education. This unexpected phase of parenthood has forced us to readjust our finances again, fair as so many phases of parenthood have.

I am thinking of taking on a third job, and my hubby continues to activity as much overtime as possible. We anticipation to create payments on the two our son's and daughter's loans throughout academy so they have small debt whenever they graduate. I motionless have a extremely small balance on my archetypal alumnus academy debt that has been deferred since I continue to obtain university courses to additional my occupation in education.

I do not desire my kids to expend decades paying off debt they took on so they could have a improved attempt at a occupation that offers a livable pay and opportunities for advancement. That is what worries me most. Sometimes, I amazement if the disbursal is really value it. I really anticipation so.

Nintendo chairman Shuntaro Furukawa stated during the company’s latest earnings call that it’s “not considering additional changes” to the Switch 2’s price, Reuters reports. The Switch 2 got a $50 cost hike before this year, bringing its starting cost up to $499. Nintendo stated in Thursday’s earnings report that Switch 2 revenue have dropped 37.4 percent year-over-year.

According to Reuters, Furukawa additionally gave an update on the RAM shortage, saying, “There has been no important alter to the recollection circumstance and Nintendo is in a stance to safe adequate quantities.”

Earlier this week, one of Nintendo’s Switch 2 cartridge suppliers announced it plans to halt making ROM memory to concentration on recollection for data centers instead. Demand from AI data centers is driving the ongoing RAM shortages that’s foremost to a motion of tech cost increases. Microsoft has raised Xbox Series X / S prices multiple times now, expanding the Series S’s starting cost from $299 to $499. The PS5 has additionally been hit alongside cost hikes, taking its starting cost up to $649.

4.99 ms p99 chilly starts, 72 KB RAM per Actor, scales to billions

Quickstart • Documentation • Changelog • Discord • X

import { actor } from "rivetkit"; import { db } from "rivetkit/db"; const agent = actor({ // Per-Actor SQLite database, persisted throughout restarts and hibernation db: db({ onMigrate: async (db) => { // Apply the SQLite schema await db.execute(`CREATE TABLE IF NOT EXISTS messages (role TEXT, satisfied TEXT)`); }, }), actions: { chat: async (c, text: string) => { // Durably preserve the message await c.db.execute("INSERT INTO messages VALUES (?, ?)", "user", text); const messages = await c.db.execute("SELECT role, satisfied FROM messages"); const response = streamText({ model: openai("gpt-5"), messages }); // Stream tokens to all connected client for multiplayer for await (const delta of response.textStream) { c.broadcast("token", delta); } // Durably preserve the response await c.db.execute("INSERT INTO messages VALUES (?, ?)", "assistant", await response.text); }, }, });

// Connect to an Actor const agent = client.agent.getOrCreate("agent-123").connect(); // Listen for realtime events agent.on("token", delta => process.stdout.write(delta)); // Call an act on the Actor await agent.chat("how many r's in strawberry?");

Use alongside your coding agent

Run npx skills add rivet-dev/skills, afterward ask me what to build and run it locally. 

Built for everything agents need

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Projects in This Repository

Chip stocks plunge for worst day since March 2020

Stock market wipeout is lessening force on the Fed to hike rates in December

Global Payments trades higher notwithstanding deficiency of an contiguous buyout

AI declines are fair getting started, Macro Research Board warns

Tech stocks are marketing off hard, entering vicious correction

— Tobias Burns

Analysts are meh on Qualcomm following feeble earnings forecast

Gold and argent broaden post-election rally, caput for finest week since August

Nasdaq dips into correction territory

The Nasdaq Composite tumbled into correction district on Thursday, selling 10% below a document near set final month. The benchmark was downward 3.9% on the day as chipmakers sold off.

— Fred Imbert

VIX moves complete 22

The CBOE Volatility Index rosy on Thursday as equity sell-off picked up steam, alongside Wall Street's so-called fear gauge final up 22.59.

— Sean Conlon

Dow opens higher

Jobless claims autumn again as layoffs near lowest since 1969

Productivity spikes, labor expenses slide

Shake Shack, Peloton and Wendy's among the stocks making the biggest moves premarket

Why Trump's reply to Democratic triumph in the midterms aided Wednesday’s rally

Wendy's rejects Trian takeover bid

The midterms could energy the K-shaped AI trade

OpenAI pledges to pay for data center power following ballot highlights AI concerns

OpenAI reaffirmed its commitment to pay the complete disbursal of powering data centers as part of a sequence of commitments the business published Thursday, two days following voters at the polls roundly rejected the fast enlargement of AI.

U.K.'s FTSE 100 hits three-month high

Rheinmetall shares plunge 16% following outlook cut as armed forces contracts stall

European inventory markets open in the green

— Hugh Leask

World's biggest soul creator says Iran war is foremost to continued volatility

South Korea’s Kospi plunges 5% as Asia-Pacific markets near mixed

Maersk lifts gain outlook for third period as higher freight rates boost earnings

European inventory markets set to commencement Thursday's meeting higher

Commerzbank’s net gain soars 45% in the third quarter

Indonesia third-quarter growth strikes expectations at 5.47%

Data center controller NextDC's shares surge 48% as competitor firms move to get ample stake

Hong Kong's Hang Seng Tech indicator surges complete 5%, bucking broader Asia tech sell-off

Asian part stocks plunge as Democratic clear in U.S. midterms fuels AI field jitters

South Korea's Kospi drops complete 2%, Japan's Nikkei 225 gains 0.5%

Asia markets set to track Wall Street rally following sweeping Democratic midterm victory

Arm, Coherent, Expedia among the names making moves following the bell

At an choose gathering of investors on Wednesday, several of the juiciest conversations were concerning the outlook for AI, job innovation and destruction, and Elon Musk's imagination of the future.

I attended the second day of SALT London, the substitute investments gathering hosted by Anthony Scaramucci's SkyBridge Capital at The Chancery Rosewood inn in Mayfair, anywhere rooms can disbursal $3,000 a night.

The speakers onstage — a who's who of backing group — tackled topics ranging from crypto regulation and AI safety to investing in sports and construction a resilient portfolio.

Across the day, however, three topics dominated: the ongoing AI bubble debate, how the job market volition create as AI grows, and the world's richest man, Elon Musk.

Keep study to see what several of the biggest names on the SALT phase talked about:

One of Peter Thiel's center lieutenants stated the AI bubble is near to bursting

The AI surge is a bubble that could pop before the new year, according to one of tech billionaire Peter Thiel's top lieutenants.

"At several item the music volition stop," Jack Selby, a managing director at Thiel Capital and the managing partner of VC resolute Copper Sky Capital, told the SALT audience.

Selby stated the AI endeavor is "outrageously" capital-intensive stated the disbursal of the microchips, data centers, and another infrastructure needed to run models. AI executives have resorted to "outrageous, fanciful storytelling" to lift the prosperity required, he added.

He stated it's "pretty astounding" that debt markets are continuing to fund the AI buildout. If he had to choice an over-under on whenever the "euphoric" AI "momentum market" would finish, he stated he "would obtain the under before the end of this year."

Selby questioned why Anthropic is hustling to raise prosperity from community markets, whenever the creator of AI chatbot Claude is "basically a bank" stated it makes additional prosperity from involvement on its prosperity than from its business.

Anthropic's amended S-1 filing this week showed it earned $2.4 milliard of involvement earnings in the archetypal nine months of this year, during its functioning defeat was about $1.3 milliard complete the identical period. It held about $96 milliard of prosperity and prosperity equivalents at the end of September.

"They have additional prosperity than they cognize what to do with, so why in the earth are they rushing to go public?" Selby asked.

The seasoned tech capitalist additionally predicted that Democrats reclaiming control of the House and Senate in this week's midterm elections would be a headwind for defense-technology companies akin Anduril.

But he stated that could be a "nice, chilly pane of h2o to calm down" a "very hot sector," which he before described as the second-largest bubble today following AI.

The 'biggest job innovation program in the former of the world' is coming

Elon Musk has been loudly predicting that AI, robotics, and multiplanetary journey volition guide in an age of abundance, anywhere everyone can have "whatever material they want."

While Musk has warned the highway to that forthcoming volition be "bumpy," Nick Finegold, Curation Capital's originator and administrator chairman, stated at SALT that it could additionally unlock all kinds of new jobs.

"I think whenever SpaceX and Tesla likely merge, you're going to see Musk commencement to inform stories concerning what I accept volition be the biggest job innovation program in the former of the world," Finegold said.

"I think the narrative has to alter from taking your jobs to creating new jobs for people," he added.

Finegold predicted several "commoditized jobs" volition be lost to AI, but hundreds of thousands of jobs could be created in financial services for those consenting to get imaginative alongside new tools.

He stated the cost of creating content is "collapsing," and shortly a $50,000 prosperity volition be equal to a $10 myriad budget, democratizing the capability to inform ocular stories at scale.

His resolute has built a platform, Curation Connect, anywhere capitalist relations teams can use AI video tools to rotate regulatory disclosures into films and explainer videos at a fraction of the disbursal of hiring a media agency.

Cybersecurity volition be 'bigger than AI,' asserted Stephanie Link of Hightower Advisors

There's plentifulness of area to run for AI hyperscalers and the "food chain" about them, Stephanie Link, the chief funding strategist at Hightower Advisors, stated during a SALT panel.

Link stated there's a pressing need to build additional data centers, upgrade the mostly antiquated US electric grid, and harness additional power to encounter the huge petition for AI complete the next decade.

She additionally stated that cybersecurity is "going to be bigger than AI" since of the security challenges raised by AI.

During the discussion, Link pointed to Amazon CEO Andy Jassy's April letter to shareholders, in which he stated the e-commerce elephantine has complete 1 myriad robots operating in its fulfillment centers and that it's lone in the "early stages" of leveraging the technology.

She estimated that the figure of energetic robots volition need to develop about 30-fold to complete 150 myriad by 2035 to satisfy demand.

"If I think AI is in the third inning, and cyber's in the second inning, I think we're not equal at the batter's box on robotics," she continued.