5/ Poke Holes In Your Own Work "Look at everything I have done in this conversation. Find the logical errors, the assumptions that could be wrong, the places I am more confident than I should be, and the risks I have not thought about. Push back before I lock anything in."
RESEARCH
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Think Before You Answer: Complex Problem-Solving Framework
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4/ Think Before You Answer "Here is a complex problem: [describe it]. Do not respond yet. First tell me how deep this actually needs to go, what information is still missing, and which assumptions should be questioned. Then solve it at the right level."
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Opus 4.7 Fails at Computer Vision Tasks: Performance Issues Revealed
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Don't use Opus 4.7 for computer vision. It's the wrong tool. I ran a simple pointing task on both Opus 4.7 and GPT 5.4: find the cars in an aerial image. Both took several minutes. That alone should tell you these multimodal models aren't built for this job. Opus 4.7
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UniDoc-RL: Hierarchical Visual RAG with Dense Rewards
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UniDoc-RL Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards paper:
https://huggingface.co/papers/2604.14967
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Anthropic Releases Game-Changing AI Product
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Another day, another game-changing drop from team Anthropic. You should have shared it, would have been A+ alpha content.
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Anthropic’s Feature Presentations: Repackaging Existing Model Capabilities
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100% de acuerdo con esto. Muchas de las funcionalidades que Anthropic ha ido presentando, y que dan esa impresión de avances cada día, realmente son re-empaquetamientos de capacidades que realmente ya estaban ahí, implícitas en los modelos, adaptadas para público general. Es
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The Future of AI Model Development: Reaching a Point of Sufficiency
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Anthropic exec Mike Krieger left Figma's board this week after reports of an incoming launch of a competing product.
— The Rundown AI (@TheRundownAI) 17 avril 2026
Now, Claude Design is live.
How it works: describe the design and Claude Opus 4.7 builds the first version.
Refine with inline comments, direct edits, or… pic.twitter.com/kX7MgaxEC7Anthropic exec Mike Krieger left Figma's board this week after reports of an incoming launch of a competing product. Now, Claude Design is live. How it works: describe the design and Claude Opus 4.7 builds the first version. Refine with inline comments, direct edits, or
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DR3-Eval: Realistic and Reproducible Deep Research Evaluation
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DR3-Eval Towards Realistic and Reproducible Deep Research Evaluation paper: https://
huggingface.co/papers/2604.14
683
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Scaling Reinforcement Learning in Generator-Discriminator Framework
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RAD-2 Scaling Reinforcement Learning in a Generator-Discriminator Framework paper: https://
huggingface.co/papers/2604.15
308
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Dennis Ritchie’s Lost PhD Thesis Now Available Online
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Read the lost thesis of Dennis Ritchie, creator of the C programming language & co-creator of Unix: https://
bit.ly/RitchiePhD Ritchie never got his PhD b/c he didn't want to pay Harvard the thesis binding fee. (v/
@IEEESpectrum
)