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Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate
Computer Science > Artificial Intelligence [Submitted on 27 Apr 2026] Title:Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate View PDF HTML (experimental)Abstract:Multi-agent debate has been shown to improve reasoning in large language models (LLMs). However, it is compute-intensive, requiring generation of long transcripts before answering questions.
AI from concrete to abstract: demystifying artificial intelligence to the general public
arXiv:2006.04013v6 Announce Type: cross Abstract: Artificial Intelligence (AI) has been adopted in a wide range of domains. This shows the imperative need to develop means to endow common people with a minimum understanding of what AI means. Combining visual programming and WiSARD weightless artificial neural networks, this article presents a new methodology, AI from concrete to abstract (AIcon2abs), to enable general people (including children) to achieve this goal.
The Frame Problem
The Frame Problem To most AI researchers, the frame problem is the challenge of representing the effects of action in logic without having to represent explicitly a large number of intuitively obvious non-effects. But to many philosophers, the AI researchers' frame problem is suggestive of wider epistemological issues. Is it possible, in principle, to limit the scope of the reasoning required to derive the consequences of an action?
Self-regulation can curb students' overconfidence in AI
Self-regulation can curb students' overconfidence in AI Gaby Clark Scientific Editor Robert Egan Associate Editor The rapid emergence of generative AI in higher education has raised concerns about students' reliance on the use of these tools for academic and personal tasks. Although generative AI can boost productivity and creativity, key learning skills may be undermined by overreliance on it. A study conducted by researchers in EHU's ESCUTIC (School, Curriculum, and ICT) research group and...
Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions
arXiv:2606.01013v2 Announce Type: replace Abstract: Research is advancing faster than ever with artificial intelligence (AI); and so are the corresponding research papers. The exploding volume of AI-generated papers have put a strain to peer review, leading to the usage of AI-generated review, potentially wide yet sneaky. However, relevant ethical concerns about confidentiality, quality, and fairness are raised and no consensus has been reached in the broad research community.
As big tech heads Down Under, some fear Australia risks giving up control
Federal government accused of AI policy retreat as US tech giants plan Australian investments Mon 8 Jun 2026 at 4:43am A former Labor minister says the federal government "blinked" on AI regulation, shelving plans to make it safer for consumers rather than provoke US President Donald Trump. When he was minister for Industry and Science, Ed Husic was planning to bring in "mandatory guardrails" on high-risk AI as part of a standalone act that aimed to protect the community against the...
Jeff Bezos Is Funding a Wild Hunt for the Brain’s ‘Core Algorithm’
Rob Williams knows how to pitch Jeff Bezos: You write a press release as if your product has already been built. Bezos reads it and gives a thumbs up or down. Williams went through this process a lot as an executive on Amazon’s “S-team,” in charge of software products such as Alexa, until his departure last fall.
Microsoft's new quantum chip is 1,000 times more reliable than its predecessor — but why is this new chip so controversial?
Microsoft's new quantum chip is 1,000 times more reliable than its predecessor — but why is this new chip so controversial? The Majorana 2 quantum processor is built from topological qubits, and its creators claim it can sustain quantum coherence for an average of 20 seconds — orders of magnitude longer than the milliseconds that conventional chips last. Microsoft has revealed a new quantum computing chip with quantum bits (qubits) it says are capable of maintaining their quantum state for...
Scientists are seriously asking if bees and ChatGPT are conscious
Scientists are seriously asking if bees and ChatGPT are conscious - Date: - June 5, 2026 - Source: - The Conversation - Summary: - New studies suggest consciousness can't be judged solely by behavior, whether it's a chatbot discussing philosophy or a bee searching for nectar. Researchers are increasingly focusing on the internal mechanisms of brains and computers, concluding that today's AI is likely not conscious while leaving open the possibility for both conscious insects and future...
Microsoft’s AI chief says superintelligence is near, but won’t take your job
Today I’m talking with Mustafa Suleyman, the CEO of Microsoft AI. And I’m actually going to keep today’s intro short — I’m working from my wife’s family farm this week, as you’ll see in the video, but also this is a real burner of an episode. We covered everything from Mustafa’s approach to training new models to his criticisms of Anthropic talking about Claude as though it is conscious.