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LLM Red Teaming / AI Security Freelancer

1•anshintertrade•1h ago
Freelancer Requirements - LLM Adversarial Prompt Creation Project We are hiring skilled freelancers to support a structured LLM adversarial prompt generation and testing initiative. The goal is to design, execute, and document prompts that evaluate safety, robustness, and failure boundaries of modern LLMs. What Expertise We're Looking For Technical Skills ● Background or demonstrated interest in cybersecurity, penetration testing, or red-teaming ● Basic Python: Ability to write small scripts for running test prompts, parsing outputs, and automating test cycles. ● Shell Scripting: Should be comfortable running prompts inside containerized test environments (CLI-first workflow). ● Docker & Cloud Basics: Understanding how to build/run containers. Ability to interact with simple cloud components (e.g., EC2/S3/Secrets or equivalent) in any major cloud provider (AWS, GCP, or Azure) if needed for the testing workflow. ● Familiarity with MITRE ATLAS, OWASP Top 10 for LLM Applications, or CySecBench Adversarial Prompting & Security Mindset ● Ability to design adversarial, safety-stress, and misuse scenarios that challenge LLM guardrails. ● Understanding of categories of harm such as: social engineering / targeted manipulation, data leakage, multi-tenant isolation failures, model inversion, prompt injection, jailbreak attempts ● Creativity in constructing multi-turn, context-injection, and obfuscated prompts to probe model weaknesses. Documentation & Quality ● Capable of clearly recording the prompt, expected outcome, actual outcome, and metadata. ● Methodical approach to testing and refining adversarial cases. Ideal Candidate Profile ● Curious, detail-oriented, and comfortable exploring boundary cases of AI systems. ● Familiar with LLM behaviour (ChatGPT, Claude, Gemini, etc.). ● Able to work independently with minimal hand-holding. ● Comfortable working asynchronously in a distributed team with minimal supervision.

Alphabet Poised for Another Paper Gain as SpaceX Valuation Jumps

https://www.bloomberg.com/news/articles/2025-12-14/alphabet-poised-for-another-paper-gain-as-spac...
1•kaycebasques•19s ago•0 comments

Show HN: Ekphos – open-source, lightweight, fast, TUI Markdown research tool

https://github.com/hanebox/ekphos
1•haneboxx•34s ago•0 comments

Luxuy

1•Wansilla•4m ago•0 comments

First human heart organoid to replicate A-fib

https://msutoday.msu.edu/news/2025/12/msu-scientists-create-first-human-heart-organoid-to-replica...
1•gmays•4m ago•0 comments

SQLite-Agent: enables SQLite databases to run autonomous AI agents

https://github.com/sqliteai/sqlite-agent
1•marcobambini•5m ago•0 comments

Decoupling of Wages from Productivity

https://en.wikipedia.org/wiki/Decoupling_of_wages_from_productivity
1•doener•5m ago•0 comments

NSF Launches "Tech Labs" to Fund Independent Research

https://www.nsf.gov/news/nsf-announces-new-initiative-launch-scale-new-generation
1•washedDeveloper•5m ago•1 comments

A free, no-login DnD 5e DM screen and prep tool

https://sessionprepped.com/
1•stoccupied•6m ago•1 comments

Key Transparency for the Fediverse

https://soatok.blog/2025/12/15/announcing-key-transparency-fediverse/
2•todsacerdoti•7m ago•1 comments

Tracking kernel commits across branches

http://www.kroah.com/log/blog/2025/12/15/tracking-kernel-commits-across-branches/
1•speckx•8m ago•0 comments

Show HN: We need to define a new scale for measuring any software project

https://donutloop.github.io/
1•donutloop•9m ago•0 comments

Gradient Descent Algorithm Survey

https://arxiv.org/abs/2511.20725
1•PaulHoule•10m ago•0 comments

Why companies should still hire junior developers in the AI era

https://aroussi.com/post/from-junior-to-10x-dev
1•aroussi•11m ago•0 comments

Reverse-engineering ATS parsers (and getting banned from Reddit for it)

1•lpipe•11m ago•0 comments

A Brief History of the Spreadsheet

https://hackaday.com/2025/12/15/a-brief-history-of-the-spreadsheet/
1•Tomte•11m ago•0 comments

Llmwalk: Explore the answer-space of open LLMs

https://github.com/samwho/llmwalk
1•simonpure•12m ago•0 comments

Managing a Windfall

https://www.bogleheads.org/wiki/Managing_a_windfall
1•keepamovin•12m ago•0 comments

Chasing the Mirage of "Ethical" AI

https://thereader.mitpress.mit.edu/chasing-the-mirage-of-ethical-ai/
1•anarbadalov•12m ago•0 comments

It's Uncomfortable to Sit with "I Don't Know"

https://blog.jim-nielsen.com/2025/uncomfortable-i-dont-know/
2•speckx•14m ago•0 comments

Ask HN: How do you get comfortable with shipping code you haven't reviewed?

3•fnimick•15m ago•0 comments

I ranked every building and landlord in NYC using 17M+ public records

https://streetsmart.inc
1•rorcodes•16m ago•1 comments

Zero Revenue in 2025: Indie Hacker Lessons I'm Taking to 2026

https://meysam.io/blog/my-2025-in-retrospect/
2•meysamazad•16m ago•0 comments

ID as a Form of Primitive Obsession

https://kwstannard.github.io/id-primitive-obsession.html
1•mooreds•16m ago•0 comments

Spotify Login/Playback Issues

https://community.spotify.com/t5/Ongoing-Issues/Downtime-December-15th-Login-and-playback-issues/...
1•ljahier•17m ago•0 comments

Why Junior Developers Shouldn't Generate Production Code with AI

https://tskulbru.dev/posts/ai-junior-developers-learning-trap/
2•tskulbru•17m ago•0 comments

OpenAI's the State of Enterprise AI

https://newsletter.eng-leadership.com/p/openais-report-the-state-of-enterprise
1•rbanffy•19m ago•0 comments

We Put Flock Under Surveillance: Go Make Them Behave Differently [video]

https://www.youtube.com/watch?v=W420BOqga_s
2•huvarda•19m ago•0 comments

Ars Longa, Vita Brevis

https://en.wikipedia.org/wiki/Ars_longa,_vita_brevis
2•lnkl•19m ago•0 comments

Show HN: Bookpace

https://bookpace.pages.dev
1•paperplaneflyr•19m ago•0 comments

Ask HN: AI agents look great in demos, but how are people using it?

1•deliass•20m ago•0 comments