State of the AI race:
Leading: Google, OpenAI, Anthropic
Falling behind: Meta, Microsoft, xAI
Given up: Apple, Amazon, Palantir
AI
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The State of the AI Competitive Landscape
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The Future of Mathematics in the Age of AI
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When AI has made mathematicians irrelevant, they'll continue to do math like chess players continue to play chess.
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Deep Agents: Beyond Simple LLM Tool-Calling Loops
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Most “AI agents” today are just LLMs calling tools in a loop. LLM → Tool → LLM. That works for simple tasks. But it breaks when workflows become long-running, multi-step, or stateful. A new open-source project from LangChain — Deep Agents — explores a better architecture
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AI successfully animates game characters, facing initial load challenges
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Nice but too weird too basic not enough effort put by you I think
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Scaling alone insufficient for AGI development
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FACT: The hypothesis that “Scaling is all you need” for AGI has been the costliest mistake in scientific history.
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Agentic RAG: The 9-Layer Stack for Production AI Systems
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Agentic RAG = 9-layer stack Infra → Eval → Models → Orchestration
→ Vector DB → Embeddings → Ingestion
→ Memory → Safety RAG alone isn’t enough.
Add planning, memory, governance. That’s production AI. #AgenticAI #RAG #LLM #AIStack -
AlphaFold Recognized as Greatest AI Achievement for Future Generations
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We will look back on AlphaFold as one of the greatest things to come from AI. Will keep giving for generations to come.
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Agentic Engineering: Fireside Chat at Pragmatic Summit
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I spoke about agentic engineering at the Pragmatic Summit last month, in a fireside chat hosted by Eric Lui – here's the half hour video plus highlight quotes and extra notes from our conversation
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Claude Code Generating Claude Code: Anthropic’s Future Implications
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What happens to Anthropic when anyone can use Claude Code to generate Claude Code?
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Compiling FBX animations into GLB for animated soldiers using Blender
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Which is ironic because LatAm is historically the same left people