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3 articles on research.

AllarchitectureAI toolsAI developmentcomparisonengineering leadershipproductivityreasoning outside AIreliabilityvibe codingAI agentsDORAAI productivitycode comprehensioncode reviewprocurementresearchscientific discoveryagent economicsAI strategyalternativesautonomous researchbenchmarkscostCTOgovernancehallucinationsleadershipno-coderequirementsriskstartupsAI contextAI costsAI promptingAI ROIAI verificationboard reportingbus factorchange impactcompliancecontext engineeringCopilotcross-functionalCursordata boundarydeveloper experiencedeveloper productivitydrug repurposingefficiencyengineering decisionsengineering economicsengineering metricsengineering practiceengineering riskevaluationGenAIhiringinstitutional knowledgeintegrationslegacy migrationliterature-based discoveryLLM efficiencyLLM tokensmarket analysisMCPmethodologyMETRmetricsneuro-symbolic AIon-premise AIonboardingorganisational costpricingregulated R&Dsecuritysemantic distancestrategyteamstechnical debttoken optimizationvendor evaluationvisual architecture
Scientific Discovery Outside the Language Model
October 1, 2026

Scientific Discovery Outside the Language Model

A language model can write a convincing paragraph about a compound it has never reasoned about. Discovery needs reasoning that persists, can be checked and improves with every experiment.

scientific discoveryreasoning outside AIresearch
Autonomous R&D That Remembers What It Learned
October 1, 2026

Autonomous R&D That Remembers What It Learned

A research loop that starts every cycle from a blank state is automation, not research. What makes R&D autonomous, why agents alone fall short, and where it applies.

autonomous researchreasoning outside AIresearch
The 19% Problem: What a Controlled Trial Revealed About AI and Developers
August 25, 2026

The 19% Problem: What a Controlled Trial Revealed About AI and Developers

A randomised controlled trial found experienced developers were 19% slower with AI — while estimating they were 20% faster. The detail everyone skips explains why.

AI productivityMETRDORA