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ClawHub Security Signals: A Coding Guide to End-to-End Security Signal Analysis and Verdict Classification on the AI Skills Dataset
TEXT_COL = "skill_md_content" NUM_COLS = TARGET = "clawscan_verdict" def prep(df): out = df.copy() out = out.fillna("").astype(str).str.slice(0, 6000) for c in NUM_COLS: out = pd.to_numeric(out, errors="coerce")…
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How to Keep Quantum Information Alive for Machine Learning
How errors arise in classical and quantum systems Why quantum information is…
Sequential Fitting: A Different Perspective on the Spectral Bias of Neural Networks
by Conor Rowan and Finn Murphy-Blanchard Introduction with complex tasks such as…
The Polynomial That Fixed 30 Years of Cloth Simulation
in the code of almost every 3D animation pipeline ever built. It…
Microsoft AI Introduces MAI-Transcribe-1.5: 2.4% WER on Artificial Analysis, Best-in-Class FLEURS Accuracy, and Up to 5x Faster Long-Audio Transcription
Last week Microsoft AI has announced MAI-Transcribe-1.5. It is the second iteration…
Google Research Adds Agentic RAG to Gemini Enterprise Agent Platform with a Sufficient Context Agent for multi-hop queries
Google Research team has introduced a new agentic RAG framework. It is…
Building Reflective Prompt Optimization with GEPA: Multi-Component Prompts, Structured Feedback, and Held-Out Validation
def make_problems(n, seed=0): rng = random.Random(seed) out = [] for _ in…
We Should Train AI to Betray Its Users
The dilemma employee at an engineering company but have uncovered a deadly…
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