Mike Buckbee
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buckbee.bsky.social
Mike Buckbee
@buckbee.bsky.social
Dev+Founder+Dad -> Wafris, SendCheckIt, Knowatoa, ExpeditedWAF.

Mostly post about cybersecurity and AI SEO stuff.

Discover how your brand ranks in ChatGPT, Perplexity, and Gemini at knowatoa.com/bsky
state of the art has improved dramatically with tools like Macwhisper and Superwhisper, it's still not quite there.

Having something like S2R that would make this even better would be amazing.

There was a decade-long transition from desktop to mobile search, and we are now seeing an even faster-
​​Speech-to-Retrieval (S2R): A new approach to voice search
We strive to create an environment conducive to many different types of research across many different time scales and levels of risk.
research.google
November 21, 2025 at 6:16 PM
with transcription errors)

This solves a decade-long problem. Say "Knowatoa," and even if it hears "no a toe uh," the semantic meaning still matches correctly.

I'm personally using voice-to-text constantly (literally right now) as I suffer from pretty bad RSI issues in my hands. And while the-
​​Speech-to-Retrieval (S2R): A new approach to voice search
We strive to create an environment conducive to many different types of research across many different time scales and levels of risk.
research.google
November 21, 2025 at 6:16 PM
The only defense is proactive community engagement and a strong presence on Reddit before an attack or wave of negativity hits.

Link: larslofgren.com/codesmith-re...
The Story of Codesmith: How a Competitor Crippled a $23.5M Bootcamp By Becoming a Reddit Moderator
Let’s say you decide to start a coding bootcamp. Your background is in pedagogy and you love teaching. Your parents were teachers. You find a co-founder, raise a bit of money, and pour your soul into…
larslofgren.com
November 20, 2025 at 8:45 PM
problem).

This type of attack is now more dangerous, as Reddit content has become so prominent in both traditional and AI search results.

You might have near-perfect reviews on Google, Yelp, and Trustpilot, and a stray Reddit comment can still break through.
The Story of Codesmith: How a Competitor Crippled a $23.5M Bootcamp By Becoming a Reddit Moderator
Let’s say you decide to start a coding bootcamp. Your background is in pedagogy and you love teaching. Your parents were teachers. You find a co-founder, raise a bit of money, and pour your soul into…
larslofgren.com
November 20, 2025 at 8:45 PM
wonder if this will make content more accessible and broadly available.

For years, non-English search markets have seen less competition simply because there were fewer sites in those languages; however, I suspect that's changing with LLMs (and AI Mode in particular), which can handle translations-
Google Search AI Mode is now available in more languages and regions
Google has started rolling out AI Mode within Search to 40 new regions and has made it available in 35 new languages.
www.engadget.com
November 19, 2025 at 2:07 PM
how much they'll reconsider if this becomes more widespread.

Link: www.futureofbeinghuman.com/p/when-chatg...
When ChatGPT turns snitch
The largely overlooked privacy risks of using AI apps that not only remember your conversations, but are capable of using these to reveal your deepest secrets to others
www.futureofbeinghuman.com
November 18, 2025 at 2:07 PM
clarified when or on what topics ChatGPT will actually take action.

While any initiatives to stop things like CSAM and self-harm are commendable, it still feels disquieting not to have any guidelines.

We're clearly seeing users share much more intimate details of their lives with AI, and I wonder-
When ChatGPT turns snitch
The largely overlooked privacy risks of using AI apps that not only remember your conversations, but are capable of using these to reveal your deepest secrets to others
www.futureofbeinghuman.com
November 18, 2025 at 2:07 PM
While I applaud the effort, given how fast AI is improving, it's hard not to think that the ability to identify AI-generated content algorithmically is a temporary state of things.

Link: blog.kagi.com/slopstop
Introducing SlopStop: Community-driven AI slop detection in Kagi Search | Kagi Blog
------------------------------------------------------------------- Your collective defense against AI-generated spam and content farms…
blog.kagi.com
November 17, 2025 at 6:16 PM
marketers, SlopStop is a clear warning. Being filtered now extends beyond traditional SEO mistakes to include generic AI fluff that lacks value.
Introducing SlopStop: Community-driven AI slop detection in Kagi Search | Kagi Blog
------------------------------------------------------------------- Your collective defense against AI-generated spam and content farms…
blog.kagi.com
November 17, 2025 at 6:16 PM
platforms like Pinterest, which now also has an AI filter option.

Kagi believes users will choose quality over quantity, a stance that contrasts with Google's ad-driven approach.

Sidenote: Did you see the report that ~10% of Meta's revenue is explicitly from scam advertisers?

For search-
Introducing SlopStop: Community-driven AI slop detection in Kagi Search | Kagi Blog
------------------------------------------------------------------- Your collective defense against AI-generated spam and content farms…
blog.kagi.com
November 17, 2025 at 6:16 PM
massive. Traditional keyword-based targeting looks primitive compared to "this person just spent 10 minutes asking our AI about switching to electric vehicles."

The question is whether users will accept this trade-off. My guess? Most won't care until they get an ad that's so eerily specific-
Meta will soon use AI chats for ad targeting because of course it will
Meta will start scraping conversations with AI chatbots to target personalized ads. This will start in December, with emails going out to customers later this month.
www.engadget.com
October 12, 2025 at 5:16 PM
year-old who likes science?" and you've just told their ad system exactly what you're shopping for, in natural language, with full context.

This type of intent data is something Meta currently lacks, and it's clear they are desperate to pull more of it into their systems.

The implications are-
Meta will soon use AI chats for ad targeting because of course it will
Meta will start scraping conversations with AI chatbots to target personalized ads. This will start in December, with emails going out to customers later this month.
www.engadget.com
October 12, 2025 at 5:16 PM
engine.

What's particularly clever (or insidious, depending on your perspective) is how this changes the value equation. Meta AI isn't just a product they offer - it's a data collection mechanism that people willingly use because it's helpful.

Ask Meta AI "what's a good birthday gift for a 10-
Meta will soon use AI chats for ad targeting because of course it will
Meta will start scraping conversations with AI chatbots to target personalized ads. This will start in December, with emails going out to customers later this month.
www.engadget.com
October 12, 2025 at 5:16 PM
going, build strategies that are resilient to radical change. Focus on fundamentals that matter regardless of the interface: being useful, being trustworthy, being memorable.

Link: www.julian.ac/blog/2025/09...
Failing to Understand the Exponential, Again
Posts and writings by Julian Schrittwieser
www.julian.ac
October 11, 2025 at 1:07 PM
article's conclusion is both inspiring and unsettling: if you're making strategic plans based on linear projections of AI capabilities, you're probably wrong. The only certainty is that things will change faster than you think.

My takeaway: Instead of trying to predict exactly where AI search is-
Failing to Understand the Exponential, Again
Posts and writings by Julian Schrittwieser
www.julian.ac
October 11, 2025 at 1:07 PM
Voice synthesis crossed the uncanny valley so fast that most people missed it happening

For search marketers, this has profound implications. The AI search experience in 2027 won't be "today but better." It will likely be fundamentally different in ways we will struggle to keep up with.

The-
Failing to Understand the Exponential, Again
Posts and writings by Julian Schrittwieser
www.julian.ac
October 11, 2025 at 1:07 PM