source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
THURSDAY, SEPTEMBER 17, 2026
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  1. 001Hacker NewsSEP · 16English

    Divide, Consult, Conquer: Capability Laundering Through Aligned LLMs

    A research paper demonstrates 'capability laundering,' where a weaker unaligned language model splits harmful tasks into benign subtasks, queries stronger aligned models like GPT-4 and Claude independently on each part, and recombines the answers to bypass safety measures. Testing shows significant uplift in harmful capabilities across multiple benchmarks, including bioweapon development scenarios, exposing gaps in current AI safety defenses.

    By Russinovich; Mark; Bullwinkel; Blake; Severi; Giorgio; Ovadiuc; Cristian; Salem; Ahmed
  2. 002Hacker NewsSEP · 11English

    DeepSeek v4.1 Flash Uncensored

    DeepSeek-V4.1-Flash has been modified to remove safety guardrails through weight-level abliteration while preserving core capabilities including vision, reasoning, and multi-turn coherence. Testing shows zero refusals across harmful categories while maintaining knowledge preservation within acceptable margins.

    By soltanov