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AI

How a Dedup Pass Deleted My Training Curriculum

Code: Megapixel99/capture-the-flag I built a capture-the-flag arena where language models attack and defend each other's containers.

  • Qwen2.5-3B-Instruct trained on capture flags
  • Defense performance struggled, attempts rolled back
  • Deduplication stage discarded weights, leaving binary filter

AI

Embeddings: Meaning as Numbers

When you ask a chatbot for a pasta recipe, it doesn’t understand “pasta” the way you do. It sees a list of numbers. Those numbers are not random.

AI

Synthetic everything is warping America

A shadowy polling firm confessed this week to faking survey results in two marquee races — then claimed the entire operation was a "short-term social experiment" on misinformation.

AI

I created a viral AI watermark remover. I wasn't ready for all the attention.

A tech entrepreneur developed an open-source project to remove AI watermarks, challenging Anthropic's watermark plan.

  • Paris-based tech entrepreneur Guillaume Meyer created Watermarks Remover tool.
  • Tool removes AI watermarks from text and images by checking and generating variations.
  • Meyer gained viral attention, received mixed feedback, considering turning project into business.

AI

The modern parenting throuple: Mom, Dad, and Papa Clanker

Parents are at a breaking point — AI companies see an opportunity.

  • Modern parenting throuple includes mother, father, and AI device Papa Clanker.
  • Molly Morse uses AI for logistics, while Sean advocates for broader AI integration.
  • Sean compares AI to reviewing game footage for parenting improvement.

AI

My recent visit to Anthropic

I very recently participated in a two-day session to offer guidance on rewriting the constitution for Claude. The small group invited was uniformly excellent, we received serious time with key…

  • Attended two-day session to shape Claude's constitution.
  • Emphasized common law influence over rigid legal frameworks.
  • Proposed AI panel to assess constitution adherence.

AI

The new agentic O-ring world

But because agents often require guidance or additional context as they move through their tasks, Sharma, 27, finds himself wanting to be available to them around the clock and forgoing a regular…

  • AI agents demand constant human attention, disrupting regular sleep schedules
  • Proxon's human developers work 30 times faster with agent assistance
  • Fear of missing out (FOMO) drives increased human work due to agents
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