Ingram Technologies Blog

Latest Insights & News

Stay updated with the latest trends in AI, web development, and digital transformation. Read insights and articles from the experts at Ingram Technologies.

The Layer Europe Can Keep

A memo can switch off a model. It cannot switch off the layer above it. Ingram Cloud is that layer: the control, evidence and portability that make any model usable in a regulated European institution, hosted under European jurisdiction.

Industry Analysis

2026-06-21

The Layer Europe Can Keep

Industry Analysis

2026-06-21

The Layer Europe Can Keep

Industry Analysis

2026-06-13

Someone Else Holds the Off-Switch

A US directive switched off Anthropic's Mythos for Europe eleven days after the EU finally got access. Why Europe should fund its own AI R&D, broadly.

Case Study

2026-06-05

Kitsoft Case Study: Generative AI for GovTech

How Ingram Technologies helped Kitsoft bring generative AI to BelDoc — an AI advisor for company registration, automated review of mandatory financial plans, and AI-suggested NACE-BEL codes.

AI in Cybersecurity: What We Presented at Cybersec Europe

Industry Analysis

2026-05-21

AI in Cybersecurity: What We Presented at Cybersec Europe

Ingram gave the opening research talk at the AI in Defence Summit's 'AI in Cybersec' evening at Cybersec Europe. Here are the findings we shared on Claude Mythos, Project Glasswing, and the ExploitGym numbers, and why they change the security conversation.

Industry Analysis

2026-04-30

Speech AI Is More Than Transcription

Modern speech models are usually discussed as STT systems. For therapy and clinical workflows, the more interesting question is what they can reveal about speech features.

AI Pentesting in the Wild: What We Found on a Live Fintech App

Case Study

2026-04-21

AI Pentesting in the Wild: What We Found on a Live Fintech App

An AI agent read a public JavaScript bundle, noticed a suspicious cookie, flipped one UUID, and logged into someone else's account. Here's what we found on a live fintech app.

The Iceberg Index: What We're Missing About AI and Work

Industry Analysis

2026-04-12

The Iceberg Index: What We're Missing About AI and Work

A new MIT study argues that the AI disruption story we've been telling is pointed at the wrong part of the economy, and that the real exposure is five times larger than the headlines suggest.

We Tested AI Pentesting on Our Own App. Here's What It Actually Found.

Case Study

2026-03-23

We Tested AI Pentesting on Our Own App. Here's What It Actually Found.

Your code ships fast. But is it safe? We put an AI-directed pentesting workflow to the test on our own application to find out what it can really catch, where it falls short, and why you still need a human in the loop.

Bad Data, Better Defenses: How Russian Narratives Infiltrate AI

AI Ethics

2026-03-03

Bad Data, Better Defenses: How Russian Narratives Infiltrate AI

Our first 60 days of research into how Russian disinformation narratives infiltrate AI training data and LLM responses, from data collection to stress-testing methodology.

Making Vibe Coded Apps Production Ready: A Reality Check

Industry Analysis

2026-02-11

Making Vibe Coded Apps Production Ready: A Reality Check

AI writes code fast. Too fast. But moving from prototype to production requires catching what AI doesn't think about by default.

Claude Sonnet 4 vs Sonnet 4.5: Evaluating Claude models using Only Connect

Industry Analysis

2025-10-13

Claude Sonnet 4 vs Sonnet 4.5: Evaluating Claude models using Only Connect

An analysis of Claude Sonnet 4 and 4.5 performance on Only Connect challenges.

Ingram Technologies Announces Ingram Cloud: A New Cloud for AI Agents

Business AI

2025-09-27

Ingram Technologies Announces Ingram Cloud: A New Cloud for AI Agents

Introducing Ingram Cloud - a cloud-native platform built specifically for deploying, scaling, and managing AI agents with frictionless deployment and built-in governance.

Call for Artists: AI in the Arts Research Projects

AI Ethics

2025-09-06

Call for Artists: AI in the Arts Research Projects

Call for Belgian artists and collectives to create bold, AI-driven art research under FRArt 2026 - image, sound, movement, archives, hybrid systems.

From Collapse to Convergence: Reframing AI's Existential Risk

AI Ethics

2025-08-31

From Collapse to Convergence: Reframing AI's Existential Risk

The model collapse hypothesis misses how AI systems actually operate. The real threat isn't mathematical degradation but convergence toward intellectual mediocrity.

Industry Analysis

2025-08-24

Humans Need Not Apply: 11 Years Later

Eleven years after CGP Grey's influential video on automation, we examine what proved robust, what changed shape, and tackle the hardest problem: turning juniors into seniors when machines do the skilled work.

GPT-5 Reasoning Benchmark: How the Latest Models Rank

Industry Analysis

2025-08-11

GPT-5 Reasoning Benchmark: How the Latest Models Rank

Benchmark results for GPT-5 reasoning on Only Connect, comparing accuracy, latency, and token efficiency across GPT-5 settings and rival models.

AI Ethics

2025-07-07

Red Teaming AI for Social Good

At Ingram Technologies, we build smarter, more secure AI. But "smarter" doesn't just mean faster models or higher accuracy. It means safer, more transparent, and ultimately more ethical systems.

HR Tech

2025-01-05

Unlocking the Future of Hiring

Artificial intelligence has no doubt made a massive impact in every industry making businesses more efficient and productive, and recruitment is no exception.

AI Ethics

2024-09-27

On the Safety of Emotional AI

Emotions are what make us human. They play an essential role in how we express ourselves to others.

Business AI

2024-09-17

Trust and AI in Business

In recent years, Artificial Intelligence has increasingly grown to be the number one tool used to improve the workflows of businesses across many industries.

The AI Economy: Unprecedented Growth and Global Expansion

Industry Analysis

2024-06-15

The AI Economy: Unprecedented Growth and Global Expansion

How the AI Economy is Redefining Growth, Global Reach, and Business Models.

Case Study

2023-06-20

Ola Case Study: How AI impacts FinTech

Our 2-year collaboration with Siguelaola, in which we built an AI-powered robo-advisor and a KYC tool suite.

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