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Topics

Featured in Development

Adopting Memory-Safety and Fine-Grained Compartmentalisation with CHERI

David Chisnall discusses how the CHERI hardware architecture redefines pointer safety to solve isolation and sharing challenges. He explains how CHERI enables spatial and temporal memory safety for C/C++, scales down to microcontrollers with CHERIoT, and replaces costly OS-level RPC mechanisms with lightweight, auditable compartmentalization - all without requiring massive codebase rewrites.

Adopting Memory-Safety and Fine-Grained Compartmentalisation with CHERI

All in development

Architecture & Design

Featured in Architecture & Design

Comprehension as an Architectural Characteristic: A System That Is Not Understood Cannot Evolve Safely

As AI commoditizes code output, system comprehension silently decays, creating cognitive debt that threatens safe architectural evolution. This article explores why human understanding must be treated as an essential architectural characteristic, offering actionable strategies, socio-technical metrics, and design checkpoints to preserve intent across modern engineering teams.

Comprehension as an Architectural Characteristic: A System That Is Not Understood Cannot Evolve Safely

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Producing the World's Cheapest Tokens: A How-to Guide

Meryem Arik discusses strategies for designing low-cost LLM inference architectures for high-volume, non-real-time workloads. She explains how software architects and engineering leaders can achieve order-of-magnitude cost reductions by making critical trade-offs across hardware, inference runtimes, speculative decoding, and smart queue reordering.

Producing the World's Cheapest Tokens: A How-to Guide

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

InfoQ Culture and Methods Trends Report - 2026

This report summarizes how the InfoQ Culture and Methods editorial team sees the ongoing and emergent trends in the culture and methods space in 2026.

InfoQ Culture and Methods Trends Report - 2026

All in culture-methods

Featured in DevOps

Platform Engineering for Everyone - Success Can’t Be Coded

Max Korbacher explains why successful internal development platforms cannot be built on tech alone. He discusses the pitfalls of infrastructure-first thinking, the importance of a clear product mindset, and how to measure real value using DevEx and SPACE metrics. Learn how to align your team, manage tech debt, and foster a thriving community to ensure lasting platform adoption.

Platform Engineering for Everyone - Success Can’t Be Coded

Events

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AI Security & Privacy Engineering Certification

Secure and govern production AI systems, from sensitive data to guardrails, evals, and audits.
Online. Register now.

Architect Certification

Distributed systems, decentralized decisions, platform engineering, and AI architecture.
Online. Register Now.

Engineering Leadership Certification

Work through leadership decisions with senior peers facing similar technical trade-offs.
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AI-Assisted Engineering Certification

Your coding agent moves fast. Who checks whether it's making the codebase better?
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QCon San Francisco

What's working across AI, architecture, and leadership, from the teams doing it.
Register. Early bird ends August 11.

QCon AI New York

Production AI across agents, context, evals, security, and infrastructure, from the senior engineers building it.
Registration open.

QCon London

What early-adopter teams have proven in production, across 15 engineering tracks.
Register. Early bird ends August 11.

InfoQ Homepage Presentations Impact of Machine Learning Systems in Industries

AI, ML & Data Engineering

Impact of Machine Learning Systems in Industries

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58:25

Summary

The panelists discuss the impact machine learning is having on various industries.

Bio

Teymur Sadikhov, Senior Vehicle Intelligence Researcher, Mercedes-Benz. Bhairav Mehta, Manager, Apple. Hollin Wilkins, Principal Architect, Combust.ML. Xinghua Lou, AI Research & Commercialization Lead, Vicarious. Alok Agarwal, CEO, Scry Analytics – Moderator.

About the conference

Managing Big Data has become a major competitive advantage for many organizations and hence maintaining a proper analytics platform is vital for an organization's survival. This conference provides insights and potential solutions to address Big Data issues from well known experts and thought leaders through panel sessions and open Q&A sessions.

Recorded at:

Managing Big Data has become a major competitive advantage for many organizations and hence maintaining a proper analytics platform is vital for an organization's survival. This conference provides insights and potential solutions to address Big Data issues from well known experts and thought leaders through panel sessions and open Q&A sessions.

Dec 11, 2016

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This content is in the AI, ML & Data Engineering topic

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