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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Stop vibe coding analytics — Equals AI turns questions about your business into
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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Stop vibe coding analytics — Equals AI turns questions about your business into
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It’s around an hour and 10 minutes into the role-playing game I’ve been invited to observe, a simulated catastrophic cyberattack on US water utilities, when the whole thing begins to feel less like a fun afternoon playing Dungeons & Dragons and more like a plausible threat to civilization.
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Assassin’s Creed Black Flag Resynced is a great remake of a classic game and does a great job of walking the tightrope between respecting the original source material and introducing new content and modernizing aged features. Cut content is a shame, and the game’s more repetitive elements don’
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Overview INTELLECT-3.1 is a 106 billion parameter Mixture-of-Experts reasoning model built by PrimeIntellect as continued training of the base INTELLECT-3 model. The model receives additional reinforcement learning optimization for math, coding, software engineering, and agentic tasks using the prime-rl framework and verifiers library. This is a text-to-text generation model
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Someone asked me for a practical example of context engineering. Here is one pattern I use: keep a separate context layer for product memory, and give agents clear rules for maintaining it. This is different from putting another AGENTS.md into the product codebase. In this pattern, the context layer
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Encrypting the private key still leaves one decryptable key behind one server — the honeypot that MPC later removes. Encrypting the private key still leaves one decryptable key behind one server — the honeypot that MPC later removes. Your backend can decrypt every user's private key. So can your ENCRYPTION_
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A working tutorial for building a character bible that survives a stateless pipeline, from someone who lost a whole afternoon to a heroine who would not stay the same person. The first time I tried to cut a real scene of Lost Garden, my dark-fantasy anime series, my lead character
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This article will sum up the past 4 years of my life. I remember someone telling me “It’s not what you know but who you know”. This stayed with me for as long as i can remember. This is not absolute but does make up a huge part of
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Quasar Models announced that its Subnet 56, which is part of the Gradients project, has joined Subnets 24 and 3 to train its long-context AI models on the Bittensor network. Quasar Models And so we have three subnets working together in a common training effort to push decentralized AI forward.
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The dirty secret is not that AI automation tools are bad. It is that most of them assume cleaner data, simpler workflows, and more internal ownership than startups actually have. Use Zapier, Make, or n8n for low-risk, rules-based workflows. Move to custom AI when the workflow touches customer experience, proprietary
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Foreword: Why This Knowledge System is Needed In the field of image engineering, every engineer faces a common challenge: how to translate perfect designs from the laboratory into consistent quality on the mass production line, ultimately delivering a reliable product to consumers. This is not a single technical issue, but
