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Tristan Harris’ Tech Nonprofit Is Laying Off Most Employees and Going ‘Founder-Led’ 01
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NVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes
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Tristan Harris’ Tech Nonprofit Is Laying Off Most Employees and Going ‘Founder-Led’

The Heart for Humane Know-how, the web security group cofounded by former Google product supervisor Tristan Harris and featured within the hit documentary The Social Dilemma, is shedding about half of its 16 non-founder staff, ex-staffers inform WIRED. The group is ending its coverage analysis and litigation work to focus as a substitute on what…

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NVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes

NVIDIA researchers, with Princeton University and the University of Maryland, have introduced PivotOPD, an on-policy distillation method for multi-turn LLM agents. PivotOPD on-policy distillation trains an agent to avoid its most damaging early mistake, and to recover when it happens anyway. Against 13 baselines, it posts the best average on ALFWorld, WebShop and Search-based QA…

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U.S. lenders sue Jeff Rath for $112M, allege he concealed First Nation firing

Two American litigation funders allege Alberta separatist leader Jeffrey Rath and his firm made “false, inaccurate, and misleading” representations to keep receiving millions of dollars to finance two First Nations lawsuits against Ottawa – even after his firm had been fired and replaced. The allegations are contained in a lawsuit filed Thursday by Delaware-based Diriba…

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