This doesn't define human intelligence, in fact a human's ability to know when it is wrong to manipulate someone might be considered a pretty important element of social intelligence. But anyway, ever since ChatGPT LLMs have essentially been optimized for persuasion…
LLMS
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Paper: GPT-5.4 Nano with Critic-Comparator Reaches SWE-bench Parity
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NEW paper worth reading. GPT-5.4 nano plus a critic-comparator orchestration loop hits 76.4% on SWE-bench Verified, matching standalone Gemini 3 Pro and Claude Opus 4.5 Thinking. The trick is to select from k=8 weak-model proposals using execution and proof signals. What does
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Seeking AI models for stylistic writing critique and sparring
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what’s the best model & harness that just gets writing vibe right? i don’t want any content generated, but sparring partner and for it to really get the style im going for so it can critique i mix up trying a lot of md files, examples and such
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The Strategic Shift Toward Proprietary Model Training in AI
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Very cool to see Cursor doubling down on training great models. In my opinion, ultimately all serious companies in AI will want to train models themselves, based on open-source instead of outsourcing AI to others via APIs!
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4 Prompting Styles to Master for AI Interaction
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4 prompting styles to master • Structured → precision
• Analytical → accuracy
• Conversational → speed
• Planning → execution Better prompts unlock different AI behaviors. Via Giuliano Liguori (
@ingliguori
) #AI #Prompts #GenAI -
New research paper and implementation for Delta-Mem LLM optimization
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Links: > https://
arxiv.org/abs/2605.12357 (paper, ~25 min read)
> https://
github.com/declare-lab/de
lta-Mem
… (repo, ~10 min setup)
> https://
huggingface.co/declare-lab/de
lta-mem_qwen3_4b-instruct
… (Qwen3-4B TSW) Subscribe at http://
AlphaSignal.ai for daily AI signals. Read by 300,000+ subscribers. -
Training Major AI Model with 10x Compute on Colossus 2
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> Together with SpaceXAI, we're training a significantly larger model from scratch, using 10x more total compute. With Colossus 2's million H100-equivalents and our combined data and training techniques, we expect this to be a major leap in model capability. That's double
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Composer 2.5 and Large-Scale AI Model Training Initiative
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Composer 2.5 is built on top of Kimi K2.5 Also interesting > Together with SpaceXAI, we're training a significantly larger model from scratch, using 10x more total compute. With Colossus 2's million H100-equivalents and our combined data and training techniques, we expect
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New Large-Scale AI Model Training with Increased Compute
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Together with SpaceXAI, we’re training a significantly larger model from scratch, using 10x more total compute. With Colossus 2’s million H100-equivalents and our combined data and training techniques, we expect this to be a major leap in model capability.
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Composer 2.5 Model Performance and Efficiency
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Composer 2.5 is exceptionally intelligent and up to 10x more efficient than similarly capable models.