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Social Reasoning in Machines

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Social Reasoning in Machines: Investigating Collective Truth-Seeking Dynamics in Large Language Model Debate

arXiv:2605.30391v1 Announce Type: new Abstract: Human reasoning has long been theorised to operate socially, not through isolated individual cognition, but through collective adversarial discourse, a framework known as the Argumentative Theory of Reasoning (ATR). Rather than relying on individual "intellectualist reasoners" as the primary vehicle for truth-seeking, ATR reconceptualises truth as an emergent property of social epistemology: the product of imperfect individual reasoning refined...

arXiv CS 9d ago

Artificial intelligence is not conscious – Ted Chiang

No, Artificial Intelligence Is Not Conscious Taken to its logical conclusion, this line of thinking is absurd—and damning. Anthropic is regarded as a giant among AI companies, but perhaps what it really excels in is anthropomorphism. Earlier this year, the company released an 84-page document titled Claude’s “constitution,” Claude being the name of the large language model that is the company’s flagship product.

Hacker News 7d ago

No, Artificial Intelligence Is Not Conscious

Anthropic is regarded as a giant among AI companies, but perhaps what it really excels in is anthropomorphism. Earlier this year the company released an 84-page document titled Claude’s “constitution,” Claude being the name of the large language model that is the company’s flagship product. The first sentence reads, “Claude’s constitution is a detailed description of Anthropic’s intentions for Claude’s values and behaviors.”

The Atlantic 7d ago

It's Not Just X. It's Y

It's Y. Against the Quantification of Integrity When the measure of language becomes its target, it ceases to be good language. "It's not x, it's y." Large Language Models gravitate toward this type of construction, called negative parallelism. It has its uses: it sets up a contrast.

Hacker News 9d ago

One of iRobot's co-founders is now making weird little robot companions

One of iRobot's co-founders is now making weird little robot companions Colin Angle, the guy who co-founded iRobot and helped put robot vacuums in millions of homes, just unveiled his new company and forthcoming product. The new venture is called Familiar Machines & Magic and it's making robots for companionship, and not for sweeping floors. They are called Familiars and are being described as "physically embodied AI systems to perceive, adapt and interact with people in ways that feel...

Engadget 37d ago

RIP software hackathons. Long live the hardware hackathon

I took part in a hackathon in Vilnius the other weekend (courtesy of Basedcollective) during the pink soup festival. I brought along an old rotary phone and our two-man team spent the next 48 hours sticking our fingers in it. We wired a Raspberry Pi into the phone which interfaced with all of its IO and communicated with our server via a single websocket connection which controlled everything from two-way audio, the bell ringer (with custom frequency and audio patterns) and the hangup switch.

Hacker News 22h ago

The need for a socialist planned economy (2021)

This article is a transcript of the presentation given by Vincent R. Beaudoin at Fightback’s Marxist Winter School 2021. When the Soviet Union collapsed in 1991, Francis Fukuyama told us that this was evidence of the failure of the planned economy and the success of the capitalist market economy, and that it represented the end of history. In October 2018, however, he changed his mind.

Hacker News 9d ago

What Dogs See That We Can’t

This is an edition of the Books Briefing, our editors’ weekly guide to the best in books. Humans used to spend a lot of time thinking about what separated us from animals. René Descartes, who wrote, “I think, therefore I am,” practiced vivisection on rabbits and dogs because he thought that they lacked consciousness.

The Atlantic 5d ago

Human-Like Neural Nets by Catapulting

Human-like Neural Nets by Catapulting Speculative proposal to create artificial neural nets with human-like performance by high-learning-rate/regularization training of overparameterized NNs to trigger catapulting/grokking. Over-parameterization as a route to true generalization would resolve many outstanding mysteries of artificial versus natural intelligence. There are many mysteries about deep learning and human intelligence, but we could describe the biggest anomaly this way: why are...

Hacker News 3d ago

The Apple Car Is Finally Here

Title: The Apple Car Is Finally Here Transportation has never been a Ferrari’s real purpose. Sure, you can drive one—although not literally you, because you probably can’t afford one. For the few who can, it is an automobile to be seen idling at a stoplight before prancing away, or parked at a luxury-hotel valet stand, inspiring desire and jealousy. For normal people, a Ferrari is a symbol: of power, control, precision, and wealth—but also of the longing for those virtues, and of the idea that they are virtues in the first place. The Ferrari is the quintessential bedroom-poster car, captured in a glossy photo pinned on a wall in a teenage boy’s bedroom like a photo of a scantily clad woman: an unachievable object of desire.If a Ferrari is an object of spectacle, an Apple device is an object of function. The Apple product, whether it’s a laptop, music player, smartphone, tablet, speaker, or watch, is designed to dissolve into its context and melt into ordinary life. Frictionless, intuitive, and transparent—in its ideal form, an Apple product ceases to feel like an object at all, and instead facilitates an activity. An iPhone or MacBook

The Atlantic 12d ago