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Microsoft open-sources Azure Integrated HSM firmware and software, enabling independent validation of FIPS 140-3 Level 3 security for cloud workloads, boosting transparency and trust.
Meta's new Adaptive Ranking Model solves the inference trilemma for LLM-scale ad models, using intelligent routing to balance complexity, latency, and cost, yielding +3% conversions and +5% CTR.
Meta's KernelEvolve autonomously optimizes AI kernels across heterogeneous hardware, achieving 60% inference and 25% training throughput gains while reducing development time from weeks to hours.
Meta built a swarm of 50+ AI agents to map tribal knowledge across a 4,100-file data pipeline, achieving 100% code coverage and 40% fewer tool calls per task through a self-maintaining, model-agnostic context layer.
Meta's Configurations team explains canarying, progressive rollouts, health checks, blameless incident reviews, and AI/ML to reduce alert noise and speed bisecting for safe configuration rollouts at scale.
Meta escaped WebRTC's forking trap by building a dual-stack architecture for A/B testing, enabling safe upgrades across 50+ use cases with improved performance and security.
Meta's proactive post-quantum cryptography migration: understanding the threat, industry standards, risk assessment, gradual deployment, and key lessons for organizations.
Meta's Capacity Efficiency program uses a unified AI agent platform to automate performance optimization at hyperscale, recovering hundreds of megawatts and cutting investigation time from hours to minutes.
Facebook re-architects Groups Search with hybrid retrieval and automated evaluation to improve discovery, consumption, and validation of community knowledge, boosting relevance without increasing errors.
Meta strengthens end-to-end encrypted backups with HSM-based vault, over-the-air key distribution for Messenger, and transparency commitments. Users' recovery codes remain inaccessible to Meta or third parties.
Explore multi-stage cyberattacks through Q&A: how they unfold, detection challenges, AI's dual role in defense and vulnerability creation, and cloud providers' impact.
Learn to test AI-generated code and LLM agents despite non-determinism, using data construction, property-based testing, and new assumptions for modern software development.
AI tools risk cognitive offloading for all ages. Building a personal knowledge base preserves brain health, skills, and gives a job market edge. Practical steps included.
Runpod bypassed VCs by raising community funds; CEO Zhen Lu balances intuition with user feedback while building global GPU infrastructure from a basement start.
MLH CEO Mike Swift explains why developer communities remain vital, the impact of acquiring DEV, and how AI tools are creating a golden era for artisan builders.
Learn key strategies for coordinating multiple AI agents at scale, including conflict prevention, prompt engineering, and real-world examples from Intuit.
Cult.Repo producers Emma Tracey and Josiah McGarvie discuss making documentaries about open-source software and the people behind major internet technologies, covering challenges, selection, and impact.
A coding beginner describes building an AI agent to crack a work leaderboard, sharing challenges, rewards, and key lessons learned in the process.
Discover five must-read cyberpunk manga for Ghost in the Shell fans, from Battle Angel Alita to Appleseed, exploring identity, technology, and dystopian futures.
Layoffs at Second Dinner shake Marvel Snap community; co-founder Ben Brode assures commitment, but players remain watchful about future updates and studio stability.