Renuka Kumar and Prashanth Ramagopal from the @Cisco team built a LangSmith + LangGraph powered framework for multi-agent coordination that behaves like a real-world software team. An inside look → https://
langchain.com/blog/agentic-e
ngineering-redefining-software-engineering?utm_source=twitter&utm_medium=social
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LLMS
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Cisco builds multi-agent coordination framework with LangSmith LangGraph
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Top 5 AI News This Week: Opus, Claude Updates, OpenAI Codex
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I like that idea. As there is more and more news every week, trying to narrow it down to just 5 will be hard (but useful). My 5 for this week:
– Opus 4.7 – Claude Code Update
– Claude Design – OpenAI's Codex app update
– Google's new TTS model Those are the ones that will -
RoPE Innovation: Jianlin’s Elegant Algorithmic Advancement
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RoPE then this, Jianlin's track record for elegant ideas is something!
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Testing Novel vs Memorized Capabilities in AI Models
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Curious if they'd actually run it, would be the cleanest test of "novel" vs "memorized" so far.
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Models Overthinking Reduces Performance in Benchmarks
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Max thinking doing worse than non-thinking is the funniest part of this benchmark, models really do overthink now.
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Ollama Qwen 3.6 discovers same vulnerability as Codex-5.4
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Ollama + Qwen 3.6 pulling the same vuln as Codex-5.4 would be huge, keeps the open stack honest.
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Deploying Hermes: Running Better AI Models Efficiently
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You need to get a Hermes up and running and get a better model to run them.
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Google’s Reasoning-Driven Synthetic Data Generation Approach
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“Reasoning-Driven Synthetic Data Generation and Evaluation” This paper from Google gave us some insights on how frontier labs currently generate synthetic data. The key is that they treat synthetic data generation as distribution design rather than prompt design, as this builds
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Major AI Companies Overhaul Apps and Release New Models
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This felt like the week every big AI company decided to overhaul their apps. Here’s all the major news: – @AnthropicAI released Claude Opus 4.7
– Anthropic redesigned Claude Code app
– Anthropic launched Claude Design
– @OpenAI updated the Codex app
– OpenAI launched -
Anthropic and OpenAI advance remarkable AI research and innovation
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Amazing. This was only a dream 5 years ago. Both @AnthropicAI and @OpenAI teams are doing remarkable AI research and innovation. Kudos to them 👏👏 https://t.co/CHaLZWS1Iw
— Nando de Freitas (@NandoDF) 17 avril 2026Amazing. This was only a dream 5 years ago. Both @AnthropicAI and @OpenAI teams are doing remarkable AI research and innovation. Kudos to them