Monday, December 1

Reddit

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Perplexity permabanned me in their official sub for citing their own documentation to expose “Deep Research” false advertising and massive downgrade.
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Perplexity permabanned me in their official sub for citing their own documentation to expose “Deep Research” false advertising and massive downgrade.

I am writing this as a warning to anyone paying for Perplexity Pro expecting the advertised "Deep Research" capabilities. TL;DR: I proved, using Perplexity's own active documentation and official launch blog, that their "Deep Research" agent is severely throttled and not meeting its contractual specifications. The community validated my findings (my post reached 280+ upvotes, 65 comments, 100+ shares, and reached the top of the sub's front page). Instead of addressing the issue, the moderators permanently banned me and removed the thread to silence the discussion. The Full Story: I have been a Pro subscriber specifically for the "Deep Research" feature, which is sold as an "Autonomous Agent" that "reads hundreds of sources" and takes "4-5 minutes" to reason through complex tasks and delive...
HuggingFace Omni Router comes to Claude Code
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HuggingFace Omni Router comes to Claude Code

HelloI! I am part of the team behind Arch-Router (https://huggingface.co/katanemo/Arch-Router-1.5B), which is now being used by HuggingFace to power its HuggingChat experience. Arch-Rotuer is a 1.5B preference-aligned LLM router that guides model selection by matching queries to user-defined domains (e.g., travel) or action types (e.g., image editing). Offering a practical mechanism to encode preferences and subjective evaluation criteria in routing decisions. Today we are extending that approach to Claude Code via Arch Gateway[1], bringing multi-LLM access into a single CLI agent with two main benefits: Model Access: Use Claude Code alongside Grok, Mistral, Gemini, DeepSeek, GPT or local models via Ollama. Preference-aligned routing: Assign different models to specific coding task...
Sam Altman:
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Sam Altman: “We Know How to Build AGI by 2025”

Well, to be fair, he DOES have one month left. After that, will it OK to call him out for the grifter he is? Edit - Since there seem to be some people who aren't aware that this isn't the full interview where he said it: https://youtu.be/xXCBz_8hM9w?t=2772 Interviewer: "What are you excited about in 2025? What's to come?" Altman: "AGI. Excited for that". submitted by /u/creaturefeature16 [link] [comments]
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Do LLMs Reflect the Collective Unconscious? A Jungian Perspective from Inside the Machine

I’ve spent the last year building frameworks for long-term relational AI — memory systems, ritual structures, rupture/repair logic, emotional trajectory modeling. What surprised me most wasn’t the engineering. It was how closely large language models behave, symbolically, like mirrors of the collective unconscious. Let me be clear at the outset: LLMs are not conscious. They have no inner experience or archetypes living inside them. But here is the paradox: Even without consciousness, they generate patterns that behave like archetypal material. Why? Because of the way they’re trained. Modern LLMs are built on embeddings derived from nearly the entire symbolic residue of human culture: • myths and scriptures • dreams and poetry • philosophy • folk stories • novels and diaries • psychological...
Does anyone actually use “—“ when typing?
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Does anyone actually use “—“ when typing?

I thinks it’s become quite noticeable that AI uses — quite often in its writing. No when I see it, it always makes me wonder if AI was at least used in the process. I’m curious, did any of you actually use this in non formal typing before AI? submitted by /u/owenwags_ [link] [comments]
AI data centers' massive demand for aluminum is crushing the US aluminum industry
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AI data centers’ massive demand for aluminum is crushing the US aluminum industry

The boom in metal-intensive technologies like data centers and electric vehicles has made it a prime time to be in the US aluminum business. Prices are booming. Part of that is because inside every data center are cooling units, server racks, radiators, and a litany of other pieces and parts made out of aluminum. No wonder demand is high. But data centers guzzle enormous amounts of power, and electricity prices are skyrocketing. In the US alone, electricity demand is expected to grow five to 10 times faster over the next 10 years than it did in the previous decade, per Bank of America. For aluminum smelters, this is a problem. submitted by /u/yahoofinance [link] [comments]
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