Chelsea appoint Xabi Alonso as new manager

Xabi Alonso reacts during the  Spanish Super Cup Semi Final at King Abdullah Sports City, Jeddah, Saudi Arabia, January 8, 2026. — Reuters Xabi Alonso will take over as Chelsea’s new manager, the Premier League club said on Sunday, with the Spaniard signing a four-year deal beginning on July 1. The former Real Madrid and…

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Today FBR Jobs in Pakistan May 2026 Apply Online – Federal Board of Revenue Career Opportunities

The Today FBR Jobs in Pakistan May 2026 Apply Online advertisement has been officially announced by the Federal Board of Revenue (FBR), Government of Pakistan through IBA Karachi. FBR is inviting applications from talented, highly qualified, and motivated candidates for the position of Goods Evaluators on a contract basis across Pakistan. A total of 280…

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Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs

Vercel Labs 01 / 09  ·  Overview ZeroThe Programming Languagefor Agents An experimental systems language that gives AI agents structured diagnostics,typed repair metadata, and machine-readable docs — alongside sub-10 KiB native binaries. Systems Language Agent-Native v0.1.1 Apache-2.0 Experimental Context 02 / 09  ·  Why Zero Exists The Agent Repair Loop Problem Most programming languages produce…

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Today National Bank of Pakistan Jobs May 2026 Apply Online – Latest NBP Career Opportunities in Banking Sector

The Today National Bank of Pakistan Jobs May 2026 Apply Online advertisement has been officially announced by the National Bank of Pakistan (NBP), “The Nation’s Bank,” offering multiple high-level career opportunities in SME Banking, Inclusive Development, Finance, IT, Marketing, and Analytics. These positions are available for experienced professionals across Pakistan with postings mainly in Karachi…

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A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models

print(“\n” + “=”*72) print(“PART 3: Interaction decomposition”) print(“=”*72) inter = tree_expl.shap_interaction_values(X_te.iloc[:500]) inter_abs = np.abs(inter).mean(0) diag = np.diagonal(inter_abs).copy() off = inter_abs.copy(); np.fill_diagonal(off, 0) main_share = diag.sum() / (diag.sum() + off.sum()) print(f”Total attribution mass: {main_share*100:.1f}% main effects, ” f”{(1-main_share)*100:.1f}% interactions”) pairs = [(X.columns[i], X.columns[j], off[i, j]) for i in range(X.shape[1]) for j in range(i+1, X.shape[1])] pairs.sort(key=lambda t:…

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