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Keith Lawson

@9600baud.net

CISO @lhsc.on.ca | D.Eng Student exploring the Alberta Plan & Reinforcement Learning | Linux grey beard (Debian πŸŒ€) | Building resilient healthcare infrastructure through SRE & AI. 🌐 blog.9600baud.net

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23.02.2025
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Latest posts by Keith Lawson @9600baud.net

Top 🎡 This week:

Sweating Bullets - Remastered 2004 β€” Megadeth (x3)
All Said and Done β€” Sturgill Simpson (x3)
Peace Sells - Remastered β€” Megadeth (x2)

πŸ“€ TRON Ares: Divergence β€” Nine Inch Nails

#NowPlaying #Music

01.03.2026 23:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Top 🎡 This week:

Desert Cruiser β€” Truckfighters (x7)
The Bliss β€” Truckfighters (x4)
Can't You Hear Me Knocking - 2009 Mix β€” The Rolling Stones (x4)

πŸ“€ Gravity X β€” Truckfighters
πŸ“‚ 2025 - Winter

#NowPlaying #Music

15.02.2026 23:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Top 🎡 This week:

Natural Mystic (with Stephen Marley) - West Palm Beach 2025 β€” Stick Figure (x3)
True Love Will Find You In The End β€” Beck (x3)
I Don't Love You β€” My Chemical Romance (x2)

πŸ“€ The Black Parade β€” My Chemical Romance
πŸ“‚ Ultimate Stick Figure

#NowPlaying #Music

08.02.2026 23:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Top 🎡 This week:

Bless Yourself β€” Jack White (x3)
Demon Cleaner β€” Kyuss (x3)
Dive Into The Ocean (Prod. By Alok) β€” Alok (x3)

πŸ“€ The Final Cut β€” Pink Floyd

#NowPlaying #Music

01.02.2026 23:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
My Path to a Doctor of Engineering at 50 Thirty Years Later: My Non-Traditional Path to a Doctor of Engineering in AI Research is rarely a straight line. For me, the path began thirty years ago when I first graduated with a Computer Science ...

I started my Doctor of Engineering this month. Here's a posting on my path and how I got here. It certainly wasn't a straight path.

#ReinforcementLearning #AlbertaPlan #DEng #AI

blog.9600baud.net/doctoral_pat...

31.01.2026 12:24 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

The audio is even better! πŸ€¦β€β™‚οΈ

blog.9600baud.net/audio/captch...

29.01.2026 12:31 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Post image

Seriously? Captchas are getting a bit ridiculous. Have we moved to where it's easier for computers to solve them than it is for humans defeating their entire purpose?

29.01.2026 11:53 πŸ‘ 0 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Just published the first release of the Alberta Framework on PyPI.

It’s a JAX-based toolkit designed for the "Alberta Plan" for AI research. Right now I'm focusing on Step 1: Meta-learned step-sizes.

pip install alberta-framework

#AI #RL #reinforcementlearning #albertaplan

26.01.2026 12:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Top 🎡 This week:

Keep Out Of The Storm β€” The Sheepdogs (x4)
No More Love β€” God Lives Underwater (x4)
Band On The Run - 2010 Remaster β€” Paul McCartney (x4)

πŸ“€ Wood and Wire β€” Greigg Fraser
πŸ“‚ 2025 - Winter

#NowPlaying #Music

25.01.2026 23:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

As I begin my D.Eng research I'm starting with the foundations and working through the Alberta Plan steps one-by-one starting with meta-learning and online normalization.

25.01.2026 11:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Replicating Sutton 1992 Replicating the Foundations: Sutton 1992 and the Alberta Plan As I officially begin my D.Eng, I've been eager to start producing something. My method of learning has always been to understand things

I published a new technical post on my blog documenting a replication of Richard Sutton’s 1992 IDBD (Incremental Delta-Bar-Delta) algorithm.

#AI #RL #AlbertaPlan

Full implementation details and analysis here:
blog.9600baud.net/sutton92.html

25.01.2026 11:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Ghost - It's A Sin (Official Audio)
Ghost - It's A Sin (Official Audio) YouTube video by Ghost

This is a great cover of It's a Sin and the video is classic. All the nostalgia of #win95 😍

#music #ghost #petshopboys

www.youtube.com/watch?v=XfMV...

25.01.2026 10:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Google also recently estimated that the median Gemini LLM app query produces a surprisingly low 0.03 grams of CO2 emissions), and uses less energy than watching 9 seconds of television.

#ai #environment

21.01.2026 11:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

" For example, many enterprise on-prem compute facilities use whatever power is available on the grid, which might include a mix of older, dirtier energy sources. Hyperscalers use far more renewable energy."

21.01.2026 11:33 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Governments vs. Grok, Meta Buys Agent Tech, Healthcare Chatbots, Limits of AI-Powered Retrieval

In the latest issue of "The Batch" Andrew Ng presents a good evidence-backed argument that consolidating data centres is better for the environment than our current practice of many companies hosting their own infrastructure.

info.deeplearning.ai/governments-...

21.01.2026 11:33 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Preview
Google Gemini Flaw Turns Calendar Invites Into Attack Vector The indirect prompt injection vulnerability allows an attacker to weaponize Google invites to circumvent privacy controls and access private data.

Prompt injection attacks are the new SQL injection attacks. Just on steroids.

The more things change the more they stay the same. What hasn’t changed is the golden rule of never trusting un-sanitized input from anything.

#AI #cybersecurity

www.darkreading.com/cloud-securi...

21.01.2026 00:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Top 🎡 This week:

Alone β€” Ben Harper And The Innocent Criminals (x4)
Confrontation β€” Colm Wilkinson (x3)
Come To Me (Fantine's Death) β€” Colm Wilkinson (x3)

πŸ“€ Les MisΓ©rables (Original Broadway Cast Recording) β€” Colm Wilkinson
πŸ“‚ 2025 - Winter

#NowPlaying #Music

18.01.2026 23:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The goal: Healthcare applications of RL in alignment with the Alberta Plan.

Extremely excited to start this journey!

#RL #AlbertaPlan #DEng #AIresearch

17.01.2026 10:19 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Happy to share the next step in my academic journey: I’ve officially begun my Doctor of Engineering (D.Eng) at @umich.edu Dearborn campus.

My research focuses on #ReinforcementLearning guided by the Alberta Plan for AI Research. (1/2).

17.01.2026 10:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Preview
Canada-U.S. Cross-Border Surveillance Negotiations Raise Constitutional and Human Rights Whirlwind under U.S. CLOUD Act - The Citizen Lab Legal researchers Cynthia Khoo and Kate Robertson warn that a Canada-U.S. CLOUD agreement would extend the reach of U.S. law enforcement into Canada’s digital terrain to an unprecedented extent, and t...

The result? Direct-to-provider production orders that bypass sovereign gatekeeping.

Unless you own the keys (BYOK) or use purely Canadian-owned infra, you aren't protected.

#DataSovereignty #infosec #Cybersecurity

Great deep dive by @citizenlab.ca on this erosion: citizenlab.ca/research/can...

16.01.2026 10:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

That law established that jurisdiction follows the corporation, not the dirt. If your provider is US-owned, the US government has legal reach into those "Canadian" servers, bypassing the transparent MLAT process.

16.01.2026 10:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

The "Data Residency" myth in Canada is officially dead. πŸ‡¨πŸ‡¦

For years, we’ve been told "servers in Toronto" means "protected by Canadian law." But residency is just a postal code; sovereignty is a technical status.

16.01.2026 10:22 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
Preview
So, You’ve Hit an Age Gate. What Now? This blog also appears in our Age Verification Resource Hub: our one-stop shop for users seeking to understand what age-gating laws actually do, what’s at stake, how to protect yourself, and why EFF

What creepy nonsense are companies up to when they have to guess your age or take your ID for AV? www.eff.org/deeplinks/2...

15.01.2026 23:00 πŸ‘ 77 πŸ” 41 πŸ’¬ 1 πŸ“Œ 4
Preview
The Breachies 2025: The Worst, Weirdest, Most Impactful Data Breaches of the Year Another year has come and gone, and with it, thousands of data breaches that affect millions of people. The question these days is less, Is my information in a data breach this year? and more How many...

It's that time of year again! The annual @eff.org Breachies are out:

#privacy #cybersecurity

www.eff.org/deeplinks/20...

15.01.2026 10:54 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Introducing ChatGPT Health A dedicated experience in ChatGPT designed for health and wellness.

I'm really curious to know whether clinicians would see this as a welcome addition to the patient experience or a hinderance.

openai.com/index/introd...

14.01.2026 08:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

From the article: "Today, health information is often scattered across portals, apps, wearables, PDFs, and medical notesβ€”so it's hard to see the full picture, and people are left to navigate a complex healthcare system on their own. "

14.01.2026 08:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

It appears as if they've put appropriate controls in to protect the sensitivity of the patient data being sent to this isolated environment. Note that we are not using this at LHSC and it has not been assessed for use in Canadian healthcare to my knowledge. Just posting as a discussion point.

14.01.2026 08:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

ChatGPT has released a chatbot specifically designed for health advice with the ability to connect patient medical records, as well as apps like Apple Health and MyFitnessPal.

14.01.2026 08:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I'm more excited than terrified. This isn't 80% layoff, it's huge productivity gains for your qualified engineers.

12.01.2026 11:31 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

🎡 This week:

No More Love β€” God Lives Underwater (x5)
Manager's Special β€” Hermano (x3)
How Blue Can You Get β€” Joe Bonamassa (x3)

πŸ“€ Ten$ion β€” Die Antwoord
πŸ“‚ 2025 - Winter

#NowPlaying #Music

12.01.2026 10:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0