Unsupervised Learning

Unsupervised Learning is a Security, AI, and Meaning-focused company/newsletter/podcast that looks at how best to thrive in a post-AI world. It combines original ideas and analysis to bring not just the news—but why it matters, and how to respond.

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What I'm Doing and How It's Going

How I went from a $350K FTE to $700K+ doing my own thing

Daniel Miesslera month ago

ATHI — An AI Threat Modeling Framework for Policymakers

A framework for thinking about harms and impacts that can come from AI systems

Daniel Miesslera month ago

SPQA: The AI-based Architecture That’ll Replace Most Existing Software

How most legacy software will soon be replaced by LLM-based systems

Daniel Miessler7 months ago

UL NO. 400: What Hiring Managers Want, CVE Farming, Hunt Forward Operations, and AI vs. B2B Services

Discover how AI is set to revolutionize the B2B services economy and the implications for GDP. Plus, unravel the paradox of the cyber job market, explore the urgent need for a content source authentication system, and delve into the controversial practice of CVE farming

Daniel Miessler2 days ago

Information Security

AI Will Likely Crush the B2B Services Economy

Unfortunately the overall services economy makes up ~77% of GDP, and B2B services are around half that

Daniel Miessler5 days ago

UL NO. 399: Wisdom Extraction From Any Text, Vegas Gets Cyber Jesus, AI Creativity Performance, Pentagon Cyber Strategy…

This week we talk about how I extract manual-quality wisdom from any text/transcript, what I learn from biographies, 25 lessons in 17 years of infosec, and tons of new tools and projects

Daniel Miessler9 days ago

Information Security

Why I Love Reading Biographies

All books have wisdom, but biographies are case studies in resilience and believing in yourself

Daniel Miessler10 days ago

Premium

ExtWis: Using AI to Extract Wisdom from Any Text

My latest AI project lets me automatically extract what I would have written down if I listened slowly and took meticulous notes

Daniel Miessler12 days ago

UL NO. 398: Storm Vuln Stacking, CloudRecon, The S-Tier Guide to AI Whispering, Full-body MRIs…

Explore the explosive separation of society into the Thriving 10% vs. the Suffering 90%, how AI is becoming an integral part of our brains, and how to defend your family's privacy

Daniel Miessler16 days ago

Information Security

The Great Bifurcation

We're explosively separating into the Thriving 10% vs. the Suffering 90%, and its possible to be part of the 10% just by copying them

Daniel Miessler17 days ago

Topics, Insights, and Resources from the Neri Oxman and Lex Fridman Conversation

The importance of novelty in multiple disciplines to create something truly innovative.

Daniel Miessler17 days ago

UL NO. 397: Propaganda in a Box, Glacier-like Security, AGI by 2028?, Ancient Wisdom via AI, and Newsletter Differentiation

This week, we delve into the slow-moving world of security, predict AGI's arrival, and explore timeless wisdom through AI. Plus, a unique strategy to stand out in the AI newsletter space.

Daniel Miessler22 days ago

Information Security

How I Differentiate the Unsupervised Newsletter & Podcast

How I am defending against increasing competition from AI-generated newsletters

Daniel Miessler23 days ago

Defensive Security is a Glacier, and That's Ok

My realization that change in security happens on its own timeline, and there's not much we can do to speed it up

Daniel Miessler23 days ago

A List of Timeless Concepts from the Ancient Myths

A list of lessons that repeat constantly in our art, along with their original source material

Daniel Miessler23 days ago

Getting Into Short-form Video

Going with short-form video because because

Daniel Miessler23 days ago

Why and How I Believe We'll Attain AGI by 2025-2028

The basic components I think are required for mimicking both human intelligence and consciousness

Daniel Miesslera month ago

My Current Definition of AGI

A practical structure to defining a term that's often used but rarely defined

Daniel Miesslera month ago

Unsupervised Learning NO. 396

Elon's Doxxing FSD, ATHI AI Threat Modeling Framework, Cardboard Drones, and GPT Enterprise…

Daniel Miesslera month ago

What Happens to Content When Top-Tier Production Quality is Commoditized?

Thoughts on how content might improve when it's easy for it to look amazing

Daniel Miesslera month ago

Thoughts on the Eliezer vs. Hotz AI Safety Debate

A summary of their arguments and the questions I wish they would have asked each other

Daniel Miesslera month ago

Unsupervised Learning NO. 395

How I Make Money as an Independent, Tesla's Insider Data Breach, Bots Beating CAPTCHAs, and Escaping the Maze…

Daniel Miesslera month ago

Information Security

ATHI — An AI Threat Modeling Framework for Policymakers

A framework for thinking about harms and impacts that can come from AI systems

Daniel Miesslera month ago

What I'm Doing and How It's Going

How I went from a $350K FTE to $700K+ doing my own thing

Daniel Miesslera month ago

Unsupervised Learning NO. 394

Vegas Recap, CISA MS Alert, China/US AI Fight, Deceased Kid AI, Following vs. Leading…

Daniel Miesslera month ago

Information Security

High-Entropy Writing

Applying Shannon's entropy concept to essays, talks, and presentations

Daniel Miessler2 months ago

Unsupervised Learning NO. 393

Hacker Week, Deleting Google Info, and Creating High-Entropy Content

Daniel Miessler2 months ago

Information Security

Unsupervised Learning NO. 392

Trail of Bits Testing Handbook, Startups Freefall, and Chinese Propaganda Escalation…

Daniel Miessler2 months ago

Information Security