Explore how AI-generated code and non-deterministic systems like MCP servers challenge traditional testing, and discover new strategies based on data locality, data construction, and behavioral constraints.
10 key insights from Rust's Vision Doc interviews and surveys, covering data collection, nuance, LLM controversy, and community reactions.
Anthropic launches Claude Opus 4.7 on Amazon Bedrock—its smartest model yet with record coding scores, zero-operator privacy, and enhanced vision. Available now.
Canonical confirms AI features will land in Ubuntu 2026, prioritizing on-device inference and open-weight models. Implicit and explicit capabilities planned.
Learn how to deploy Gemma 4 AI models on Docker Hub in 6 steps: choose the right variant, pull the artifact, verify, run locally, integrate into CI/CD, and scale across environments.
Explore how testing adapts when code is AI-generated and unknown. Covers non-determinism, data locality, construction, and new software assumptions.
OpenAI reveals how it identified and resolved ChatGPT's goblin fixation before the GPT-5.5 update, ensuring smoother deployment.
Meta's Adaptive Ranking Model tackles the inference trilemma using dynamic request routing, hardware-aware design, and optimized infrastructure to deliver LLM-scale ad recommendations with sub-second latency and improved conversion rates.
A tutorial on identifying and handling confident mistakes in LLMs, using the strawberry letter-counting case as a practical example to test and evaluate.
OpenAI caught a goblin-fixation bias in GPT-5.5 during pre-release testing, averting a PR crisis and marking improved safety protocols.
Learn how to generate Google Docs, PDF, Word, and other files directly from the Gemini app with this detailed step-by-step guide, including prerequisites, examples, and troubleshooting tips.
Rust Project retracts blog post on language challenges after backlash over LLM-written draft. Author stands by data but acknowledges wording failures. Community demands transparency.
Meta's Adaptive Ranking Model bends the inference scaling curve for LLM-scale ad serving, delivering +3% conversions and +5% CTR on Instagram.
Ubuntu to add on-device AI features in 2026, with local inference and open-weight models, enhancing accessibility without turning into an AI product.
Anthropic launches Claude Opus 4.7 on Amazon Bedrock, its most intelligent AI model for coding, knowledge work, and long-running agents with record benchmarks.
OpenAI's GPT-5.5 launch was smoother thanks to catching an unusual goblin fixation in pre-release testing, which was fixed by rebalancing training data and adding behavioral constraints.
OpenAI's GPT-5.5 launches on Microsoft Foundry tomorrow, bringing advanced reasoning, agentic coding, and token efficiency to enterprise AI agents.
OpenAI instructs Codex AI to avoid mentioning goblins and other mythical creatures unless directly relevant, aiming to reduce off-topic hallucinations in coding tasks.
Step-by-step guide to deploying GPT-5.5 in Microsoft Foundry: provisioning, evaluation, agent building, and scaled deployment with governance. Includes code examples and common pitfalls.
Meta's multibillion-dollar deal with AWS for Graviton5 CPUs highlights AI infrastructure shift from training to inference amid CPU shortages. Eight key insights explore scale, efficiency, and agentic AI demands.