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Generative AI
DeepSeek Releases DSpark, a Predictive Prediction Framework That Speeds DeepSeek-V4 Per-User Generation 60–85% Over MTP-1
DeepSeek has been released DSparka predictive modeling framework, with open source testing facilities and training code. It is a modification…
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Machine Learning
We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.
cut their AI inference bill by more than half last quarter. Eight weeks of clean engineering work. It was the…
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Self Aware
Notes on Resilience – Marginalian
This story and poem is part of the Universe in Verse book. Trees provide us with some of the richest…
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Machine Learning
How to Build a Strong LLM Knowledge Base
a concept where you store a lot of information, and make it accessible for future use. This is incredibly powerful:…
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Generative AI
Meta's Astryx Brings CLI and MCP Server to Open-Source React Design System Agents Can Learn
Meta released Astryx this week. It is an open source design program, currently in Beta. The project grew within Meta's…
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Generative AI
Building Monitored Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool Usage Metrics
banner("STEP 3 — Building the analysis DataFrame") def process_example(ex): traj = normalize_trajectory(ex.get("trajectory")) rc = role_counts(traj) nf, add, dele, _files, _exts…
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Self Aware
20 minute free phone + room ritual with room cleaning guide
Weekend Favorites: Free 20 minute phone ritual + room with room cleaning guide Get yours FREE copy of The…
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Generative AI
Perplexity Introduces the Computer to Counsel: A Multi-Model Agentic Framework for Legal Workflows
Confusion has begun Computer Counseling. It's an agency AI system built for law enforcement teams. The product extends Perplexity Computer,…
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Machine Learning
From Local LLM to Agent Using Tool
local LLM. Good. But after the first few conversations, you may wonder: what else can I do with it? However,…
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Self Aware
Georgia O'Keeffe on What It Means to Be an Artist – Marginalian
Georgia O'Keeffe (November 15, 1887–March 6, 1986), celebrated as America's first prominent female artist, was a woman with strong views…
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