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155M US land parcel boundaries

https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
1•tjwebbnorfolk•2m ago•0 comments

Private Inference

https://confer.to/blog/2026/01/private-inference/
1•jbegley•6m ago•0 comments

Font Rendering from First Principles

https://mccloskeybr.com/articles/font_rendering.html
1•krapp•9m ago•0 comments

Show HN: Seedance 2.0 AI video generator for creators and ecommerce

https://seedance-2.net
1•dallen97•13m ago•0 comments

Wally: A fun, reliable voice assistant in the shape of a penguin

https://github.com/JLW-7/Wally
1•PaulHoule•14m ago•0 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
1•y1n0•16m ago•0 comments

Lobsters Vibecoding Challenge

https://gist.github.com/MostAwesomeDude/bb8cbfd005a33f5dd262d1f20a63a693
1•tolerance•16m ago•0 comments

E-Commerce vs. Social Commerce

https://moondala.one/
1•HamoodBahzar•17m ago•1 comments

Avoiding Modern C++ – Anton Mikhailov [video]

https://www.youtube.com/watch?v=ShSGHb65f3M
2•linkdd•18m ago•0 comments

Show HN: AegisMind–AI system with 12 brain regions modeled on human neuroscience

https://www.aegismind.app
2•aegismind_app•22m ago•1 comments

Zig – Package Management Workflow Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
1•Retro_Dev•24m ago•0 comments

AI-powered text correction for macOS

https://taipo.app/
1•neuling•27m ago•1 comments

AppSecMaster – Learn Application Security with hands on challenges

https://www.appsecmaster.net/en
1•aqeisi•28m ago•1 comments

Fibonacci Number Certificates

https://www.johndcook.com/blog/2026/02/05/fibonacci-certificate/
1•y1n0•30m ago•0 comments

AI Overviews are killing the web search, and there's nothing we can do about it

https://www.neowin.net/editorials/ai-overviews-are-killing-the-web-search-and-theres-nothing-we-c...
3•bundie•35m ago•1 comments

City skylines need an upgrade in the face of climate stress

https://theconversation.com/city-skylines-need-an-upgrade-in-the-face-of-climate-stress-267763
3•gnabgib•36m ago•0 comments

1979: The Model World of Robert Symes [video]

https://www.youtube.com/watch?v=HmDxmxhrGDc
1•xqcgrek2•40m ago•0 comments

Satellites Have a Lot of Room

https://www.johndcook.com/blog/2026/02/02/satellites-have-a-lot-of-room/
2•y1n0•40m ago•0 comments

1980s Farm Crisis

https://en.wikipedia.org/wiki/1980s_farm_crisis
4•calebhwin•41m ago•1 comments

Show HN: FSID - Identifier for files and directories (like ISBN for Books)

https://github.com/skorotkiewicz/fsid
1•modinfo•46m ago•0 comments

Show HN: Holy Grail: Open-Source Autonomous Development Agent

https://github.com/dakotalock/holygrailopensource
1•Moriarty2026•53m ago•1 comments

Show HN: Minecraft Creeper meets 90s Tamagotchi

https://github.com/danielbrendel/krepagotchi-game
1•foxiel•1h ago•1 comments

Show HN: Termiteam – Control center for multiple AI agent terminals

https://github.com/NetanelBaruch/termiteam
1•Netanelbaruch•1h ago•0 comments

The only U.S. particle collider shuts down

https://www.sciencenews.org/article/particle-collider-shuts-down-brookhaven
2•rolph•1h ago•1 comments

Ask HN: Why do purchased B2B email lists still have such poor deliverability?

1•solarisos•1h ago•3 comments

Show HN: Remotion directory (videos and prompts)

https://www.remotion.directory/
1•rokbenko•1h ago•0 comments

Portable C Compiler

https://en.wikipedia.org/wiki/Portable_C_Compiler
2•guerrilla•1h ago•0 comments

Show HN: Kokki – A "Dual-Core" System Prompt to Reduce LLM Hallucinations

1•Ginsabo•1h ago•0 comments

Software Engineering Transformation 2026

https://mfranc.com/blog/ai-2026/
1•michal-franc•1h ago•0 comments

Microsoft purges Win11 printer drivers, devices on borrowed time

https://www.tomshardware.com/peripherals/printers/microsoft-stops-distrubitng-legacy-v3-and-v4-pr...
4•rolph•1h ago•1 comments
Open in hackernews

The Cybersecurity Psychology Framework: A Pre-Cognitive Vulnerability Assessment

https://cpf3.org
11•kaolay•5mo ago

Comments

kaolay•5mo ago
Introduction to the Cybersecurity Psychology Framework (CPF) – A Predictive Model for Human-Centric Cyber Risk Mitigation

I am writing to introduce you to the Cybersecurity Psychology Framework (CPF), a groundbreaking interdisciplinary model designed to address the root causes of human-factor vulnerabilities in cybersecurity. Unlike traditional approaches that focus solely on technical controls or superficial awareness training, the CPF leverages insights from psychoanalytic theory, cognitive psychology, and AI-human interaction research to identify and mitigate pre-cognitive risks within organizational environments.

Key Features of the CPF: Proactive Risk Identification: The framework maps 100 empirically grounded indicators across 10 categories—including authority-based biases, temporal pressures, group dynamics, and AI-specific vulnerabilities—to predict security gaps before they are exploited.

Privacy-Preserving Methodology: The CPF uses aggregated behavioral patterns and group-level analysis, ensuring compliance with privacy regulations while avoiding individual profiling.

Actionable Insights: A ternary scoring system (Green/Yellow/Red) provides clear, prioritized recommendations for mitigating psychological vulnerabilities tied to specific attack vectors (e.g., social engineering, insider threats).

Interdisciplinary Foundation: The CPF integrates decades of research from neuroscience, behavioral economics, and psychoanalysis (e.g., Bion’s group dynamics, Kahneman’s dual-process theory) to address unconscious decision-making processes that dominate security behaviors.

Why This Matters: With human factors contributing to 85% of security incidents, organizations must evolve beyond technical fixes. The CPF offers a scientifically rigorous yet practical framework to:

Reduce susceptibility to social engineering and insider threats.

Enhance security culture by addressing systemic psychological blind spots.

Prepare for AI-driven threats where human biases interact with algorithmic systems.

Collaboration Opportunity: We are currently seeking pilot partners to validate the CPF in real-world environments. Organizations participating in the pilot will receive:

A comprehensive assessment of their psychological security posture.

Customized recommendations for mitigating identified vulnerabilities.

Early access to the CPF tools and methodologies.

I would be delighted to schedule a brief meeting to discuss how the CPF could complement your organization’s security strategy. For more details, you can explore the framework’s documentation at https://cpf3.org or review its development on GitHub https://github.com/xbeat/CPF.

Thank you for your time and consideration. I look forward to the possibility of collaborating to redefine the future of human-centric cybersecurity.

Sincerely, Giuseppe Canale, CISSP

DLA•5mo ago
I think this work is great and well overdue in defensive ops. Great work!
kaolay•5mo ago
Thanks for the kind words in the comments! I’m thrilled to see the interest in this interdisciplinary approach to tackling human-centric cyber risks, which account for 85% of breaches. The CPF’s focus on pre-cognitive vulnerabilities—like authority-based biases (e.g., Milgram’s obedience exploited in CEO fraud) or temporal pressures (e.g., urgency-driven errors)—aims to predict and mitigate risks before they’re exploited.

The ternary scoring system (Green/Yellow/Red) was designed to make actionable insights accessible to security teams, even those without deep psychology expertise. For example, we’ve mapped how group dynamics (Bion’s theories) can lead to security blind spots in high-pressure teams.

I’d love to hear from the HN community: Have you seen psychological vulnerabilities play a role in security incidents in your orgs? What approaches have you tried to address them? We’re also looking for pilot partners to test CPF in real-world settings—details at https://cpf3.org or https://github.com/xbeat/CPF. Happy to answer any questions!