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Learn how to validate non-deterministic agent behavior using an outcome-focused Trust Layer, replacing brittle scripts for robust CI pipelines.
Learn how to effectively review AI-generated pull requests, spot red flags like CI gaming, and understand the hidden technical debt in agent-written code.
Learn how GitHub optimizes token usage in agentic workflows by instrumenting via API proxy and using automated auditor/optimizer workflows to cut costs.
A new study uses GitHub Innovation Graph data to measure nations' digital complexity via software diversity, predicting GDP, inequality, and emissions better than traditional trade data.
How age assurance laws to protect minors online could inadvertently burden open source developers and infrastructure. Learn about proposals, risks, and how to engage.
A practical guide to understanding FDA commissioner dismissals, their impact on regulatory initiatives, and how stakeholders can respond, using the Makary case as an example.
Learn how corporatization impacts healthcare, spot warning signs, use social media like Dr. Glaucomflecken, and take local action to push back.
Learn how mutual information revolutionizes imaging system design, outperforming traditional metrics with a unified, direct evaluation approach that works across domains.
Explore how SPEX and ProxySPEX tackle exponential interaction complexity in LLMs using ablation, sparse masking, and proxy models for scalable interpretability.
GRASP makes long-horizon planning with world models practical via virtual states, stochastic exploration, and gradient reshaping. Learn 10 key facts about this breakthrough.
Adaptive parallel reasoning allows LLMs to dynamically decompose tasks into concurrent threads, reducing latency and context-rot while scaling inference efficiently. Ten key insights explain the motivation, mechanisms, and future.
Step-by-step guide to using the ThoughtWorks Technology Radar for AI, security, and foundational practices. Includes materials list and tips.
Learn to implement Structured Prompt-Driven Development (SPDD) in your team. Follow five steps to align prompts with business needs, apply abstraction-first thinking, design prompt structure, iterate on outputs, and version control prompts as code. Includes tips on the three key skills.
Learn how to apply Fred Brooks' timeless lessons from The Mythical Man-Month: Brooks's Law, communication design, and conceptual integrity. A step-by-step guide with actionable steps and tips.
David Attenborough's 100th birthday marked by naming a new wasp species after him; his reaction and legacy in conservation.
LNP's plan to pause transmission upgrades draws fire: experts call it 'wedge' politics, minister warns of blackouts. Q&A explains risks for grid reliability.
A listed fund is close to financial close on its first large wind and storage projects, with the Victoria Big Battery extension likely the first to proceed.
Fortescue's green grid survived a bushfire-caused transmission failure using only solar and batteries, proving 100% renewable grids can maintain stability without fossil fuels or spinning machines.
Adobe, Stanford, and Princeton unveil LSSVWM: a State-Space Model architecture that solves long-term memory bottlenecks in video world models, enabling efficient long-context understanding.
Researchers unveil 'Who & When' dataset and automated methods to instantly identify which AI agent caused a failure in multi-agent systems, slashing debugging time.