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David Knickerbocker

@itsgorain

Founder, Author, Engineer. I live and breathe Data Science, Network Science, Natural Language Processing, Artificial Intelligence, Machine Learning, Cybersecurity, and more. https://100daysofnetworks.substack.com https://ko-fi.com/davidknickerbocker

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Latest posts by David Knickerbocker @itsgorain

Probably not even prepared for what happens after.

11.03.2026 04:27 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Bring back lions dens.

11.03.2026 04:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

People who introduce those bills deserve the death penalty much more than pregnant women.

11.03.2026 04:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Fuck their logic. They are the problem. They are told what to be angry about and they obey.

11.03.2026 03:22 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Day 74 of #100daysofnetoworks RealtimeΒ² and Sub-Second AI Unlocked

Hello. My new article is out. I describe my new real-time and sub-second AI interfaces. I will be providing API keys to paying subscribers, giving them $100/month of value at $8/month of cost.

Screenshots from the API are in the article. Enjoy!

07.03.2026 22:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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05.03.2026 13:20 πŸ‘ 28 πŸ” 7 πŸ’¬ 2 πŸ“Œ 0

If you play a narrative war w billionnaires, they will win, because they can afford to hire writers and PR people.

So, what is he going to do besides talk and get people to agree on the obvious.

04.03.2026 16:03 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

WW1 was started over much less.

04.03.2026 06:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Maybe they will call it a Special Military Operation.

04.03.2026 06:53 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

It’s all of them.

04.03.2026 03:10 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Is that not a media article in the screenshot?

04.03.2026 03:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Hit me up. 😁

Verdant Intelligence

Wanted those 1998 vibes. Haha

04.03.2026 01:44 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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PSA. YW

04.03.2026 01:15 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Fuck that. Get stoned and listed to some wilco or folk or something. Alcohol is nasty when bummed out.

03.03.2026 05:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

🀣

03.03.2026 05:24 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Day 73 of #100daysofnetworks GrooveSeeker GraphRAG Week: Announcing Results

GrooveSeeker’s AI search is subsecond now. Realtime AI w realworld awareness. You should read this. API access is available. open.substack.com/pub/100dayso...

02.03.2026 18:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

They were never antiwar. They do as they are told.

02.03.2026 06:49 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Track them like an invasive force. They are invaders. Learn from everyone they previously invaded. Deal w them appropriately.

02.03.2026 06:47 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

GW was that way, too.

02.03.2026 06:44 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Oh my god

01.03.2026 07:34 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Jfc people. It’s called projection.

01.03.2026 02:36 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Fast and reliable AI is really magical. Check this out. Beautiful. Who wants to give their AI and agents real-world and real-time awareness?

01.03.2026 02:14 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Day 73 of #100daysofnetworks GrooveSeeker GraphRAG Week: Announcing Results

In today’s article, I announce the results of GrooveSeeker GraphRAG Week! My GraphRAG is now returning answers in roughly three seconds, with completeness of information. Fast and reliable GraphRAG is a joy to experience. πŸ§ͺ

Networks and AI together. Beautiful.

#GraphRAG #AI #100daysofnetworks

28.02.2026 19:00 πŸ‘ 8 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1

They are not inventors. They are hype salesmen.

22.02.2026 03:56 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Then be fearless.

22.02.2026 00:52 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Day 70 of #100daysofnetworks Milestone Day: Progress and What's Ahead

Hello everyone! I just wrote a new article describing milestones achieved since day 50. This blog is about Network Science, Graph Theory, Software Engineering, and AI. Enjoy! πŸ§ͺ

Day 70 of #100daysofnetworks

21.02.2026 20:11 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Digital 3D rendering of a keratinocyte migrating on a collagen extracellular matrix scaffold. The cytoskeleton is visible inside the cell body and in the pseudopods extending outward. The image has shallow depth of field, resulting in a background cell being out of focus.

Digital 3D rendering of a keratinocyte migrating on a collagen extracellular matrix scaffold. The cytoskeleton is visible inside the cell body and in the pseudopods extending outward. The image has shallow depth of field, resulting in a background cell being out of focus.

Our February 2026 AXS Studio calendar image depicts keratinocytesβ€”the cells of the epidermisβ€”migrating over collagen fibers of the dermis to close a wound in the skin.
🧫
#MedicalAnimation #MedAffairs #dermsky #healing #medsky 🐑πŸ§ͺ🎨🩺

20.02.2026 16:40 πŸ‘ 16 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0

Beautiful networks!

20.02.2026 16:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Day 69 of #100daysofnetworks Further Exploration of the GrooveSeeker Collaboration Graph

Hello! My new article is out! GrooveSeeker's vision has DOUBLED, and today I explore S-tier and D-tier venues and artists, with labels tagged using a combination of applied Network Science and simple Data Science. Enjoy, and I hope you'll explore the large Cosmograph visualization, too! πŸ§ͺ

19.02.2026 02:02 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Build an intelligence unit. Stay up to date on tactics. Evolve as they evolve.

15.02.2026 20:53 πŸ‘ 6 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0