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An API for viewing, monitoring, and analyzing over 1.8 million US job postings.
DataCOPE is an unsupervised verifier-guided skill discovery framework for data-analytic agents that derives verifier signals from exploration trajectories without labeled supervision. It improves performance by 9.71% and 32.30% on report-style and reasoning-style data analysis tasks respectively.
The author reviews AI spreadsheet tools including Genspark Sheets, ChatGPT, Claude, and Excel Copilot, which help transform raw data into presentation-ready outputs and improve Excel efficiency.
DuckDB is an open-source embedded analytical database that supports direct querying of files, embedding into applications, and provides friendly SQL extensions. It is more efficient than traditional Unix pipes in data analysis scenarios.
Introduces LongDS, a benchmark for evaluating LLM agents on long-horizon, multi-turn data analysis tasks. Evaluations show that even the best models achieve only 48.45% accuracy, with performance dropping sharply over turns, highlighting that maintaining analytical state is the key bottleneck.
An in-depth analysis of the software engineering job market in 2026, covering hiring trends, AI engineering demand, and key companies recruiting.
LongDS is a benchmark for evaluating AI agents on long-horizon, multi-turn data analysis tasks derived from Kaggle notebooks; experiments show best models only achieve 48% accuracy with significant drop over long turns.
The Data Analyst Augmentation Framework (DAAF) is a free, open-source toolkit that transforms Claude Code into a rigorous quantitative research engine, ensuring auditable and reproducible analysis with human oversight.
These tips introduce how to use Anthropic's Claude models (such as Opus 4.7 and Sonnet 4.6) to achieve excellent results in writing, programming, data analysis, and workflow management, highlighting the critical role of prompt quality and platform features (e.g., Claude Code, Artifacts, Projects).
An analysis of hiring patterns across 910 top accelerator startups reveals 480 open roles, median compensation of $170K, and engineering dominating at 57% of positions, with TypeScript as the leading skill.
According to MTS analysis of hiring data from 910 top accelerator early-stage startups, engineers account for 69% of hiring demand, while product, design, sales, and marketing together make up less than 25%, reflecting that early-stage startups are primarily betting on technical talent.
A Hugging Face Space allows running SQL queries over 2.19 billion web pages from Common Crawl without downloading, using DuckDB to read directly from Hugging Face storage buckets.
Datasette Agent is a new extensible AI assistant for Datasette that lets users query their data conversationally and generate charts via plugins. It supports local models and cloud APIs like Gemini 3.1 Flash-Lite.
Pao announced the launch of Handinger, a managed cloud agent for automating business tasks such as email workflows, reporting, and data analysis.
The article analyzes the concept of 'model half-life' by compiling release dates of major AI models from frontier labs, finding that while release cadence has increased, the notion of a continuously halving release time is misleading. The author provides a TSV dataset and a prediction method.
A practical guide to six SQL patterns for detecting transaction fraud in financial data, including velocity checks, impossible travel detection, and other methods. The author shares real-world examples and tuning advice.
A compilation of 1,058 GTME job listings, 1,167 practitioners, and 867 hiring companies, sorted into eight archetypes showing how the role is evolving.
OpenAgents is an open platform for using and hosting language agents in everyday life, featuring agents for data analysis, plugins, and web browsing, with open code and a demo.
The author details the process of designing a custom query language tailored for non-technical analysts to filter vehicle maintenance data, outlining user needs, data schema, and specific use cases.
The article discusses analyzing OpenAI's open roles using ChatGPT to infer corporate strategy, concluding that the findings were not particularly new but the method worked well.