@online{boeing_genai_2024, author = {Seth, Abhi}, title = {Success of Any AI Capability Is in Being Used Sustainably by the Business}, year = {2024}, month = {11}, url = {https://www.cdomagazine.tech/aiml/success-of-any-ai-capability-is-in-being-used-sustainably-by-the-business-the-boeing-company-chief-enterprise-ai-and-data-officer}, organization = {CDO Magazine}, note = {GenAI platform deployed to 170,000 employees by late 2023} } @online{lockheed_genai_2024, author = {{Lockheed Martin}}, title = {Empowering Innovation with Secure Generative AI Across Enterprise}, year = {2024}, month = {10}, url = {https://www.lockheedmartin.com/en-us/news/features/2024/empowering-innovation-with-secure-generative-ai-across-enterprise.html}, note = {8,000+ engineers using AI Factory} } @online{lockheed_genesis_2025, author = {{Aerospace America}}, title = {Lockheed Martin Details Challenges Implementing AI in the DOD Marketspace}, year = {2025}, month = {8}, url = {https://aerospaceamerica.aiaa.org/institute/lockheed-martin-details-challenges-implementing-ai-in-the-dod-marketspace/}, note = {70,000 users on Genesis platform, per John Clark at AIAA Aviation Forum} } @online{northrop_genai_2025, author = {{Business Wire}}, title = {Future Tech Accelerates Northrop Grumman's Launch of Enterprise AI Factory}, year = {2025}, month = {10}, url = {https://www.businesswire.com/news/home/20251028360221/en/Future-Tech-Accelerates-Northrop-Grummans-Launch-of-Enterprise-AI-Factory} } @article{sclar_prompt_sensitivity_2023, author = {Sclar, Melanie and Choi, Yejin and Tsvetkov, Yulia and Suhr, Alane}, title = {Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting}, journal = {arXiv preprint}, year = {2023}, eprint = {2310.11324}, archiveprefix = {arXiv}, url = {https://arxiv.org/abs/2310.11324}, note = {Up to 76 accuracy points difference from minor formatting changes} } @article{promptbridge_2025, author = {Waheed, Abdul and others}, title = {PromptBridge: Automated Cross-Model Prompt Translation}, journal = {arXiv preprint}, year = {2025}, eprint = {2512.01420}, archiveprefix = {arXiv}, url = {https://arxiv.org/abs/2512.01420}, note = {Automated prompt translation recovers 27-39\% of performance lost in naive transfer} } @online{anthropic_computer_use_2024, author = {{Anthropic}}, title = {Introducing computer use, a new Claude 3.5 Sonnet, and Claude 3.5 Haiku}, year = {2024}, month = {10}, url = {https://www.anthropic.com/news/3-5-models-and-computer-use} } @online{anthropic_mcp_2024, author = {{Anthropic}}, title = {Introducing the Model Context Protocol}, year = {2024}, month = {11}, url = {https://www.anthropic.com/news/model-context-protocol} } @online{anthropic_agents_2024, author = {{Anthropic}}, title = {Building effective agents}, year = {2024}, month = {12}, url = {https://www.anthropic.com/engineering/building-effective-agents} } @online{anthropic_claude_code_2025, author = {{Anthropic}}, title = {Claude 3.7 Sonnet and Claude Code}, year = {2025}, month = {2}, url = {https://www.anthropic.com/news/claude-3-7-sonnet} } @online{anthropic_hooks_2025, author = {{Anthropic}}, title = {Claude Code Hooks}, year = {2025}, month = {7}, url = {https://docs.anthropic.com/en/docs/claude-code/hooks} } @online{anthropic_plugins_2025, author = {{Anthropic}}, title = {Claude Code Plugins}, year = {2025}, month = {10}, url = {https://www.anthropic.com/news/claude-code-plugins} } @online{anthropic_cowork_2026, author = {{Anthropic}}, title = {Cowork Research Preview}, year = {2026}, month = {1}, url = {https://claude.com/blog/cowork-research-preview} } @online{ollama_claude_2026, author = {{Ollama}}, title = {Claude Code Compatibility}, year = {2026}, url = {https://ollama.com/blog/claude}, note = {Third-party compatibility layer, not officially supported by Anthropic} } @online{scmp_pla_deepseek_2025, author = {{South China Morning Post}}, title = {China's PLA is using DeepSeek AI for non-combat support. Will actual combat be next?}, year = {2025}, month = {3}, day = {23}, url = {https://www.scmp.com/news/china/military/article/3303512/chinas-pla-using-deepseek-ai-non-combat-support-will-actual-combat-be-next}, note = {PLA Central Theatre Command announced embedded deployment of DeepSeek R1-70B on local servers} } @online{jamestown_deepseek_pla_2025, author = {{Jamestown Foundation}}, title = {DeepSeek Use in PRC Military and Public Security Systems}, journal = {China Brief}, year = {2025}, month = {10}, url = {https://jamestown.org/program/deepseek-use-in-prc-military-and-public-security-systems/}, note = {Systematic analysis of dozens of PLA procurement documents citing DeepSeek-based tools} } @online{stackoverflow_survey_2025, author = {{Stack Overflow}}, title = {2025 Stack Overflow Developer Survey - AI}, year = {2025}, url = {https://survey.stackoverflow.co/2025/ai}, note = {84\% of developers using or planning to use AI tools} } @online{jetbrains_survey_2025, author = {{JetBrains}}, title = {The State of Developer Ecosystem 2025 - Artificial Intelligence}, year = {2025}, url = {https://devecosystem-2025.jetbrains.com/artificial-intelligence}, note = {85\% of developers regularly use AI tools} } @online{github_copilot_fortune100_2025, author = {{TechCrunch}}, title = {GitHub Copilot crosses 20M all-time users}, year = {2025}, month = {7}, url = {https://techcrunch.com/2025/07/30/github-copilot-crosses-20-million-all-time-users/}, note = {90\% of Fortune 100 companies use GitHub Copilot} } @online{mordor_ai_code_market_2025, author = {{Mordor Intelligence}}, title = {AI Code Tools Market Size, Share \& 2030 Trends Report}, year = {2025}, url = {https://www.mordorintelligence.com/industry-reports/artificial-intelligence-code-tools-market}, note = {Market size USD 7.37 billion in 2025, 26.6\% CAGR} } @article{mit_microsoft_copilot_2024, author = {Cui, Zheyuan and Demirer, Mert and Jaffe, Sonia and Musolff, Leon and Peng, Sida and Salz, Tobias}, title = {The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers}, year = {2024}, url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4945566}, note = {26\% increase in completed tasks across 4,867 developers at Microsoft, Accenture, and Fortune 100} } @online{opsera_copilot_2025, author = {{Opsera}}, title = {GitHub Copilot Adoption Trends: Insights from Real Data}, year = {2025}, month = {2}, url = {https://www.opsera.io/blog/github-copilot-adoption-trends-insights-from-real-data}, note = {Time to open a PR dropped from 9.6 days to 2.4 days among teams using GitHub Copilot} } @article{metr_ai_productivity_2025, author = {{METR}}, title = {Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity}, year = {2025}, month = {7}, url = {https://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/}, eprint = {2507.09089}, archiveprefix = {arXiv}, note = {19\% slower with AI tools for experienced developers on familiar codebases} } @article{github_copilot_productivity_2023, author = {Peng, Sida and Kalliamvakou, Eirini and Cihon, Peter and Demirer, Mert}, title = {The Impact of AI on Developer Productivity: Evidence from GitHub Copilot}, journal = {arXiv preprint}, year = {2023}, eprint = {2302.06590}, archiveprefix = {arXiv}, url = {https://arxiv.org/abs/2302.06590}, note = {55.8\% faster task completion in controlled study of 95 developers} } @online{novo_nordisk_claude_2025, author = {{Anthropic}}, title = {Novo Nordisk: Transforming Clinical Report Writing with Claude}, year = {2025}, url = {https://claude.com/customers/novo-nordisk}, note = {Reduced clinical report writing from 10+ weeks to 10 minutes} } @online{telus_claude_2025, author = {{Anthropic}}, title = {TELUS boosts workplace innovation with Claude}, year = {2025}, url = {https://claude.com/customers/telus}, note = {Engineering teams shipping code 30\% faster; 57,000 employees using AI company-wide} } @online{pfizer_claude_aws_2024, author = {{AWS}}, title = {Driving Patient-Centric Innovation in Life Sciences Using Generative AI with Pfizer}, year = {2024}, url = {https://aws.amazon.com/solutions/case-studies/pfizer-PACT-case-study/}, note = {Scientists could save up to 16,000 hours annually in research time} } @online{swebench_2024, author = {Jimenez, Carlos E. and Yang, John and Wettig, Alexander and Yao, Shunyu and Pei, Kexin and Press, Ofir and Narasimhan, Karthik}, title = {SWE-bench: Can Language Models Resolve Real-World GitHub Issues?}, year = {2024}, url = {https://www.swebench.com/}, note = {Industry standard benchmark for AI on real-world software engineering} } @online{cursor_valuation_2025, author = {{CNBC}}, title = {AI startup Cursor raises \$2.3 billion funding round at \$29.3 billion valuation}, year = {2025}, month = {11}, url = {https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html}, note = {Series D funding, tripled valuation in 5 months} } @online{genai_mil_2025, author = {{Google Cloud}}, title = {Chief Digital and Artificial Intelligence Office Selects Google Cloud's AI to Power GenAI.mil}, year = {2025}, month = {12}, url = {https://www.googlecloudpresscorner.com/2025-12-09-Chief-Digital-and-Artificial-Intelligence-Office-Selects-Google-Clouds-AI-to-Power-GenAI-mil}, note = {3 million DoD personnel at IL5} } @online{fedramp_20x_2025, author = {{FedRAMP}}, title = {FedRAMP 20x Overview}, year = {2025}, month = {3}, url = {https://www.fedramp.gov/20x/}, note = {Authorization timeline reduced from 12+ months to ~5 weeks through automation} } @online{aws_claude_code_govcloud_2025, author = {{AWS}}, title = {Guidance for Claude Code with Amazon Bedrock}, year = {2025}, url = {https://github.com/aws-solutions-library-samples/guidance-for-claude-code-with-amazon-bedrock}, note = {Official AWS guidance supporting Claude Code deployment in both Commercial and GovCloud (US) partitions} } @online{aws_claude_govcloud_2025, author = {{AWS}}, title = {Anthropic's Claude Sonnet 4.5 is now in Amazon Bedrock in AWS GovCloud (US)}, year = {2025}, month = {11}, url = {https://aws.amazon.com/about-aws/whats-new/2025/11/anthropics-claude-sonnet-4-5-amazon-bedrock-aws-govcloud-us/}, note = {Claude Sonnet 4.5 available in AWS GovCloud US-West and US-East via Cross-Region Inference} } @online{anthropic_fedramp_high_2025, author = {{Anthropic}}, title = {Claude in Amazon Bedrock achieves FedRAMP High authorization}, year = {2025}, url = {https://www.anthropic.com/news/claude-in-amazon-bedrock-fedramp-high}, note = {Claude 3.5 Sonnet and Claude 3 Haiku achieve FedRAMP High and DoD IL4/IL5 authorization} } @online{blue_origin_aws_2025, author = {{AWS}}, title = {How Blue Origin Built the First AI Agent-Designed Hardware for the Moon in Days, Not Years}, year = {2025}, url = {https://aws.amazon.com/solutions/case-studies/blue-origin-case-study/}, note = {95\% of software engineers use GenAI tools, 2,700+ AI agents deployed, 70\% company-wide adoption} }