Claude Opus 4.7, Sonnet 4.6, GPT-5.5 (Thinking + Pro), Gemini 3.1 Pro, DeepSeek V4 Pro, and Kimi 2.6 Thinking. All running inside Abacus AI ChatLLM – one workspace to access, compare, and switch between the top frontier models without juggling tools. Opus 4.7 → deep reasoning,
LLMS
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Gary Marcus says Claude Code works in neurosymbolic system but fails alone
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it’s fine as a component in a larger (neurosymbolic) system, which is at last what Anthropic figured out, with Claude Code. but did in fact get stuck when used on its own, as i had predicted.
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LLM agents with evolving episodic memory: CASCADE framework
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What if your LLM kept learning after deployment—even without changing its weights? Researchers from Jilin University, King's College London, and UCL introduce CASCADE, a framework that equips LLM agents with an evolving episodic memory. It treats experience reuse like a
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Codex Desktop missing context/token usage indicator?
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Codex Desktop no longer shows visible context/token usage indicator? Bug or did they delete it?
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Types of LLMs in AI Agents from @ingliguori
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Types of #LLMs in #AIAgents by @ingliguori #GenerativeAI #ArtificialIntelligence #MachineLearning #ML
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Anthropic: Mixed regulation, anthropomorphic language, and IP theft
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Anthropic is really a mixed case; they rightly support moderate regulation, but they encourage wildly anthropomorphic language about LLMs, and steal IP just like their peers.
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Claude: The Emerging Universal Interface for Digital Tools
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Claude is slowly becoming the interface for everything: – Presentations: PowerPoint → Claude in PowerPoint
– Editing: Premiere Pro → Remotion
– Browser: Chrome → Claude for Chrome
– Spreadsheets: Excel → Claude in Excel
– Image / Video: Midjourney → Higgsfield
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Claude: The Emerging Universal Interface for All Your Tools
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Claude is slowly becoming the interface for everything: – Presentations: PowerPoint → Claude in PowerPoint
– Editing: Premiere Pro → Remotion
– Browser: Chrome → Claude for Chrome
– Spreadsheets: Excel → Claude in Excel
– Image / Video: Midjourney → Higgsfield
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Google Omni’s Power: Reality Becoming a Shared Hallucination?
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Google Omni might be way too powerful.
— Charly Wargnier (@DataChaz) 25 mai 2026
at this rate, reality is soon going to feel like one giant shared hallucination 👀pic.twitter.com/8uXJCrCS4OGoogle Omni might be way too powerful. at this rate, reality is soon going to feel like one giant shared hallucination
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Small and specialized models will equal out
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As we get closer and closer to Small & Specialized models, it will all equal out (e.g. Qwen 3.5 27B)