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Google Cloud Platform Technology Nuggets - January 1-15, 2026

Welcome to the January 1–15, 2026 edition of Google Cloud Platform Technology Nuggets. The nuggets are also available on YouTube.
Romin Irani ∙ 1 LIKES
Neural Foundry's avatar
Neural Foundry
Excellent roundup of the latest GCP updates. The Model Context Protocol integration across multiple services (BigQuery, gRPC, Antigravity) is really changing how developers interact with data infrastructure. Ive been working with similar agent-based workflows and the seamless connection between coding environments and enterprise datasources cuts development time significantly. This agentic approach is gonna be the standard way we build data applications moving forward.

Yes, We Started a Podcast About SEO for News

While I'm finalising my next newsletter (a tactical guide to optimising for Google Discover) I wanted to share the new podcast I've started together with Steve Wilson-Beales.
Many of you will know Steven Wilson-Beales. He’s an SEO and content strategy consultant for hire, used to head up SEO at Global, spoke at our 2025 News and Editorial SEO Summit, and is a great contributor to the online journalism industry.
Barry Adams ∙ 16 LIKES ∙ 1 RESTACKS
Colin McDermott's avatar
Colin McDermott
Notifications: All.
Pavel Ungr's avatar
Pavel Ungr
Please, can you also share URL of RSS feed? Not all people, use for Podcasts YouTube, Spotify or Apple. Thank you.


Former Google Engineer Convicted

A former Google engineer has been convicted of economic espionage and trade secret theft after stealing thousands of confidential AI-related documents to launch a startup in China. The defendant, Lin…

HOW GOOGLE BEAT APPLE

What That Means For Big Tech's Next Battle
It’s the second week of 2026, Peaceniks! And the biggest news in tech last week had absolutely nothing to do with CES…
Evan Shapiro ∙ 10 LIKES ∙ 1 RESTACKS
Andrea Bridges-Smith's avatar
Andrea Bridges-Smith
Totally agree with you about both of these companies - it seems like Apple hasn't had a big new idea in quite a long time. It's baffling to me that when I'm listening to a song on the radio, I can't say "Hey Siri, add this song to X playlist on Spotify." It's such a simple thing! But Siri sucks and doesn't seemed to have advanced at all in the past couple of years. Meanwhile, Gemini is WAY better than ChatGPT, and I've permanently switched and stopped paying for GPT entirely. How could Apple have missed the mark this badly?
Maarten's avatar
Maarten
Brilliant analysis - very insightful, thanks for sharing! I wonder though, where is Amazon playing in the bigger picture?


Meta Vs. Microsoft vs. Google

Plus: Meta Vs. Microsoft vs. Google
The next AI era is here, and it requires living in the real world. AI needs us to wear it, move with it, and even drive it. Why? Because the next breakthrough isn’t more text, it’s massive amounts of real-world video and sensor data. Tech giants are now in a high-stakes race for both profitability and dominance, competing to capture physical data at sca…
Yaro Celis ∙ 2 LIKES ∙ 2 RESTACKS
@colleenkenny's avatar
@colleenkenny
Everyone's obsessed with making robots move around and do stuff, but the real unlock is voice AI. We spent 100,000 years just talking to each other before we invented writing. Voice carries all the emotional context that text completely misses. Way easier to scale than robotics, way higher ROI on the emotional intelligence problem.

Google Updates Android Theft Protection

Google has implemented advanced authentication protocols and recovery systems designed to deter smartphone theft and protect sensitive owner data. These updates strengthen existing security measures …
Neural Foundry's avatar
Neural Foundry
Smart move on distinguishing accidental retries from actual brute-force pattterns. The part about requiring biometric verification outside trusted locations is a solid middle ground between convenience and real security. Been curious how these systems handle edge cases like travel or emergencys where legitimate users lose acces to their usual authentication methods.

How to Analyse Google Discover

Whilst Discover data is limited, we can build propriety internal systems that help us get so much more out of the platform
TL;DR To generate the most value from Discover, view it through an entity-focused lens. People, places, organisations, teams et al.
Harry Clarkson-Bennett ∙ 7 LIKES
Neural Foundry's avatar
Neural Foundry
Love the entity-first framing for Discover optimization. The bubble chart visualzation for entity perf is something I've wanted to build for ages but never had clean enough NER data to pull it off. One thing I'd add is that the "golden hour" effect you mention gets compunded by timezone clustering, meaning if you publish at 6am EST, the initial cohort saturation happens way faster than if you publish at noon because teh engaged mobile users are alredy awake and scrolling. Seen this play out with finance content where early morning publish times get better Discover traction just becuase the demographic skews older and they check their phones earlier.

Netflix v Paramount

And Google v Apple
Happy Thursday Peaceniks. Ready for battle?
Evan Shapiro ∙ 4 LIKES ∙ 3 RESTACKS
Neural Foundry's avatar
Neural Foundry
Excellent breakdown of these industry power plays. The all-cash offer from Netflix for WBD bascially signals they're willing to eliminate debt risk entirely, which seems like the only way to make th math work in this environment. Been following these consolidation moves for a few years and dunno if traditional players fully grasp how urgent this moment is. Streaming wars are entering a decisive phase where scale becomes paramount or companies get absorbed.


Ex-Google data scientist reveals why Meta & Google are designed to extract your margin

Listen and watch to our Measurement Roundtable
Recently, I sat down with three of the smartest measurement people I know.
Josh Lachkovic ∙ 3 LIKES ∙ 1 RESTACKS
Meagan's avatar
Meagan
Yes Sameer! It's so refreshing to finally hear someone say what I wholeheartedly believe about the fragility of humans and how beautiful that can be, but how data people or people who are very close to the data need to keep reminding the decision makers (CFOs or CEOs) that these are all estimates, these are humans were talking about and humans are complicated, and how we need to have more "model informed conversations," and less “data-driven decisions” 👍🏼 so we can have more curious conversations about how we drive growth

How Google Hires Machine Learning Engineers

Introduction
Ravi Singh ∙ 10 LIKES ∙ 1 RESTACKS
Dev Patel's avatar
Dev Patel
Thanks keep it up very useful, also preferable to have a similar article on startups (those who pay well)
Basil Wong's avatar
Basil Wong
Awesome! Useful summary!
When preparing for an interview, especially the mentioned ML Domain round, do you typically only need to prepare for one of the domains (related to role) or are the interviews more wide breadth. For example could the interviewer could ask questions across the listed topics you listed(eg: ranking/recommendations, computer vision) or will they dive deep and really test knowledge on one? I’ve seen google MLE listings that seem both general and team specific.

From Google Expert to Backcountry Novice

Trading the “view from the top” for the joy of the first step
Finding a New Rhythm
Brian Brown ∙ 12 LIKES
Dave F's avatar
Dave F
This is awesome to see, Brian - love vicariously living through your FIRE journey :D
Alan's avatar
Alan
It’s so great to read your adventures! It’s never too late to be a beginner in something, retirement helps but definitely not necessary! I always encourage folks to consider semi regular changes to get that beginner spark as it’s so wonderful!

Google Sheets as a BI tool

People are already using Google Sheets as a limited BI tool. Generative AI will only make it more powerful! Brace for massive disruption here.
I probably first got this idea when I was working for Delhivery, in 2022 or so. My team had the job of putting together, manipulating and disseminating some data on a regular basis to a bunch of people in the company. The question was how we will do the last bit.
Karthik S ∙ 5 LIKES ∙ 1 RESTACKS
Neural Foundry's avatar
Neural Foundry
Really smart take on the democratization angle. The point about users being ableto implement features themselves is huge, BI teams spend so much time on feature requests that could be self-service. One thing worth noting tho is that version control becomes a nightmare when everyone has their own sheet. I've worked at a place where twoexecs had diffrent pivots and argued over which numbers were 'right' for a full hour.

Your conversions are lying to Google

🚀 If intent is unclear, the model treats noise as valuable demand, and more!
Hey Readers 🥰
3 LIKES
Neural Foundry's avatar
Neural Foundry
The signal debt concept is really solid. This explains why so many accounts slowly bleed efficiency even when all the obvious metrics look fine. The part about conversions teaching the model what success looks like is something a lot of teams miss, they optimize for volume today and wonder why perfomance tanks in three months.


Google & Meta Update

A short update for both companies
Alphabet Recommendation: Hold
Helios Capital Partner ∙ 5 LIKES
Neural Foundry's avatar
Neural Foundry
Interesting take on the Gemini ad tier potentialy impacting margins. The SpaceX IPO effect on Alphabet's EPS is something I hadnt considered before, and that could definitly provide a nice boost. I've been following the AI ad integration space closley and the margin dilution concern feels valid shortterm. Your balanced approach here between upside and downside scenarios is refreshing compared to most bullish takes out there.
Rainbow Roxy's avatar
Rainbow Roxy
Hey, great read as alays. Im really curious how the reported 10x cost of AI chatbot searches will balance against Gemini ads being margin dilutive but still a positive overall for TAM expansion.


IYKYK Luxury: The New Language of Status

No, you can’t Google it.
I have a theory: In 2026, status is quietly mutating. Forget logos and the old language of “quiet luxury.” That’s just financial security, legacy aesthetics, and corporate-compatible elegance. What we’re moving toward is something sharper: “IYKYK luxury.”
Joanna Kaze ∙ 43 LIKES ∙ 8 RESTACKS
Zachary Raber's avatar
Zachary Raber
I have thoughts on this and it’s basically an essay itself haha.
The internet had a fundamental misunderstanding of quiet luxury from the start and then it became co-opted by influencers and brands. Social media made quiet luxury (a lifestyle) into an aesthetic to be commodified, but in the process lost touch with the entire point of the concept.
Quiet luxury is about quality materials, tailoring, and ethical production (partially by pushing back against endless trend cycles, disposable clothing, and fast fashion). It’s also heavily inspired by the lifestyle of the elite: golf, university, classic architecture, pre-1960s movie stars, cultural institutions, etc..
When TikTok got a hold of it, they ran with the aesthetic, but not the actual lifestyle. H&M and Zara will never be quite luxury because their brands are inherently incompatible with those values.
You didn’t see JFK Jr., Carolyn Bessette, Ayrton Senna, Princess Diana, and Alain Delon wearing labels, but their fashion transcended just being unbranded.
An example of “IYKYN luxury” (which I believe is -actual- quiet luxury) is J. Press, which was the go-to clothing brand for East Coast university students, members of social clubs, and eventually the choice of many politicians. It was the Ivy Legue style before Ralph Lauren turned the style of clothing into a more mainstream branded aesthetic. Fast fashion brands imitating Ralph Lauren are cheap copies of a branded copy of the real thing (J Press).
What’s unfortunate is that the collective overcorrection now has people associating anything resembling the old money aesthetic negatively. The only way to truly achieve that concept is embracing the lifestyle itself instead of simply copying the visuals while not actually engaging with the value system.
Ifyouevencare's avatar
Ifyouevencare
The reference to the grandmother grammatical correction is TOO real! Loved this piece

Google Flights is my favorite travel tool

Here's why.
If you’re looking for an easy New Year’s resolution that actually sticks, here’s one I can get behind: Pay less for flights.Points, deals, travel — all without spreadsheets or jargon.
Talking Points with TPG and Clint P Henderson ∙ 19 LIKES ∙ 4 RESTACKS
Becky's avatar
Becky
Great tips from the King of Google Flights! 👑
Neural Foundry's avatar
Neural Foundry
When a tool earns 'favorite' status, it's usually because it does one thing exceptionally well while staying out of the way. Google Flights fits that perfectly\u2014powerful when you need it, simple when you don't. The fact that your favorite feature is the Explore tool says a lot. The best favorites aren't always the obvious ones; they're the features that open up possibilities you didn't even know you were looking for. That unbiased approach is exactly what makes something worth coming back to again and again.



Google Ironwood TPU: From Bits to HBM

💡 Foundation AI Seminar Series
This week’s Foundation seminar for the AI by Hand Academy focused on TPUs. I walked through the system from the most basic 0/1 bits all the way up to high-bandwidth memory (HBM), building the full pi…
Prof. Tom Yeh ∙ 6 LIKES

☕🤖 OpenAI Wants A Cut Of Your Profits

PLUS: Google calls out ChatGPT ads...
Hey fam 👋 Luis & Rui here with your Monday dose of AI news.
The AI Break, Luis Sousa, and Rui Sousa ∙ 25 LIKES ∙ 1 RESTACKS
Rainbow Roxy's avatar
Rainbow Roxy
Couldn't agree more. You've always nailed the AI monetization topic. OpenAI's royalty demands are much, but the new Google meme tool looks neat.