How do language models track dynamic scenarios, like completing code or guessing your responses? MIT research finds that LMs don't track "state changes" step by step — they use mathematical shortcuts that we can control to boost LMs' prediction skills: https://
bit.ly/4lJfYfK
@mit_csail
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MIT Research: How Language Models Track Dynamic Scenarios
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24 Resources to Learn Software Architecture
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24 resources to help you learn about software architecture, v/
@alexxubyte
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Grace Hopper: Computing Career Spanning Four Decades
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To give context on age, Grace Hopper began computing at 38, completed the first compiler at 46, helped shape COBOL at 53, kept developing COBOL for the Navy in her 70s, retired from the Navy at 80 & then became a consultant for the Digital Equipment Corporation. v/
@cooperx86 & -
Which Task Would You Automate With a Specialized Robot?
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If you could build a specialized robot to automate one task, which one would you choose?
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AI Safety Report Card: Anthropic Leads Industry Rankings
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A report card grading the safety of leading AI model-makers, v/
@FLI_org
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bit.ly/3IyJcz9 Anthropic topped the list w/a C+, while DeepSeek scored lowest w/an F. -
AI Agents Learning Framework by Leading Researchers
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Authors: Alex Gu, Naman Jain, Wen-Ding Li, Manish Shetty, Yijia Shao, Ziyang Li, Diyi Yang, Kevin Ellis, Koushik Sen, & Armando Solar-Lezama Paper: https://
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MIT Research: AI Coding Bottlenecks and Automation Potential
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Can AI actually code for us? MIT research reveals there’s a "long way to go" due to bottlenecks like assessment, codebase scale, & incorrect retrievals. The work reflects a vision to let humans focus on high-level design while routine work is automated:
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MIT handheld interface trains robots for manufacturing tasks
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A new handheld interface from MIT gives anyone the ability to train a robot for tasks in fields like manufacturing. The versatile tool can teach a robot new skills using one of three approaches: natural teaching, kinesthetic training, & teleoperation: https://
bit.ly/4nTAw6F -
Programming Mastery: Thinking Before Typing
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"Programming is not about typing, it's about thinking." — Rich Hickey v/
@CodeWisdom -
Step-by-Step Guide to Diffusion Models Explained
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A step-by-step guide to diffusion models: https://
bit.ly/4kw0uKo v/
@goyal__pramod