America’s AI Governance Gap Needs Independent Oversight - RealClearPolicy
America’s AI Governance Gap Needs Independent Oversight RealClearPolicy
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TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering
arXiv:2604.03393v1 Announce Type: new Abstract: Multimodal reasoning has emerged as a powerful framework for enhancing reasoning capabilities of reasoning models. While multi-turn table reasoning methods have improved reasoning accuracy through tool use and reward modeling, they rely on fixed text serialization for table state readouts. This introduces representation errors in table encoding that significantly accumulate over multiple turns. Such accumulation is alleviated by tabular grounding methods in the expense of inference compute and cost, rendering real world deployment impractical. To address this, we introduce TABQAWORLD, a table reasoning framework that jointly optimizes tabular action through representation and estimation. For representation, TABQAWORLD employs an action-condit
I got tired of uploading sensitive images to random websites, so I built a local-only blur tool
A few days ago, I was preparing a technical blog post. I needed to blur a few email addresses and a face in a screenshot before publishing. I did what most developers would do. I searched for a free online image blur tool, clicked the first result, and uploaded my image. Then I stopped. Where was that image going? Was it being stored on a server somewhere? For how long? Who else had access to it? The website had no privacy policy, no mention of data retention, and no reassurance that my file would be deleted after processing. That feeling of unease stuck with me. So I decided to build something better. The result is Blur-image.org , a browser-based image blur tool that processes everything locally on your machine. No uploads, no servers, no third parties ever seeing your data. How it works
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OpenAI’s Guide to Building an Open Economy and Resilient Society
OpenAI has proposed new industrial policy guidelines which it suggests will help governments manage the disruption caused by AI. In the report titled Industrial Policy for the Intelligence Age: Ideas to Keep People First, Open AI highlights their ideas for policy change, but notes that real change requires broader collaboration to ensure superintelligence can benefit [ ] The post OpenAI’s Guide to Building an Open Economy and Resilient Society appeared first on DIGIT .
By Strong Default, ASI Will End Liberal Democracy
Cross-posted from my website . The existence of liberal democracy—with rule of law, constraints on government power, and enfranchised citizens—relies on a balance of power where individual bad actors can't do too much damage. Artificial superintelligence (ASI), even if it's aligned, would end that balance by default. It is not a question of who develops ASI. Whether the first ASI is developed by a totalitarian state or a democracy, the end result will—by strong default—be a de facto global dictatorship. The central problem is that whoever controls ASI can defeat any opposition. Imagine a scenario where (say) DARPA develops the first superintelligence [1] , and the head of the ASI training program decides to seize power. What can anyone do about it? If the president orders the military to c
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