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.

New Frontier Models: GPT-5.6, Claude Opus 5, Gemini 3.6

GPT-5.6 in three sizes, Claude Opus 5 at the price of the model it replaces, and Gemini 3.6 Flash. Moving an agent onto any of them is one field.

Jerome Leclanche

July 25, 2026

New Frontier Models: GPT-5.6, Claude Opus 5, Gemini 3.6

GPT-5.6 in three sizes, Claude Opus 5 at the price of the model it replaces, and Gemini 3.6 Flash. Moving an agent onto any of them is one field.

Jerome Leclanche

July 25, 2026

New Frontier Models: GPT-5.6, Claude Opus 5, Gemini 3.6

GPT-5.6 in three sizes, Claude Opus 5 at the price of the model it replaces, and Gemini 3.6 Flash. Moving an agent onto any of them is one field.

Sheetkit: Spreadsheets for AI, Not AI for Spreadsheets

Jerome Leclanche

July 20, 2026

Sheetkit: Spreadsheets for AI, Not AI for Spreadsheets

An open-source toolkit that gives agents a live spreadsheet as a tool: structure-aware views, a recalc delta on every write, an effect-free compute substrate.

Narrative Collection: From Data to Narrative Analysis

Demi-Youmé Diallo

July 6, 2026

Narrative Collection: From Data to Narrative Analysis

Our disinformation research moves into narrative analysis: clustering recurring narratives and testing how ChatGPT, Perplexity, and Mistral reproduce them.

Give Your Agents a Knowledge Base: Vector Stores in Ingram Cloud

Jerome Leclanche

July 2, 2026

Give Your Agents a Knowledge Base: Vector Stores in Ingram Cloud

Upload your documents, and your agents can search them mid-conversation. A standards-first retrieval layer — the OpenAI Vector Stores and Files APIs, with search that works on every channel.

What's New in Ingram Cloud: Self-Scheduling Agents & More

Jerome Leclanche

June 30, 2026

What's New in Ingram Cloud: Self-Scheduling Agents & More

Agents that schedule their own follow-ups, automatic credit top-ups, new adapters for eve and Flue, and tappable quick replies on Telegram and WhatsApp.

Jerome Leclanche

June 21, 2026

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.

Jerome Leclanche

June 13, 2026

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.

Kitsoft Case Study: Generative AI for GovTech

Jerome Leclanche

June 5, 2026

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

Jerome Leclanche

May 21, 2026

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.

Jerome Leclanche

April 30, 2026

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

Alexandre De Groodt

April 21, 2026

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

Jerome Leclanche

April 12, 2026

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.

Alexandre De Groodt

March 23, 2026

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

Louise Dufrasne Keegan

March 3, 2026

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

Alexandre De Groodt

February 11, 2026

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

Alberto Manzi

October 13, 2025

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

Jerome Leclanche

September 27, 2025

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

Jerome Leclanche

September 6, 2025

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

Jerome Leclanche

August 31, 2025

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.

Jerome Leclanche

August 24, 2025

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

Alberto Manzi & Sofya Klyuchereva

August 11, 2025

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.

Demi-Youmé Diallo

July 7, 2025

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.

David Stewart

January 5, 2025

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.

Demi-Youmé Diallo

September 27, 2024

On the Safety of Emotional AI

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

Ingram Team

September 17, 2024

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

Jerome Leclanche

June 15, 2024

The AI Economy: Unprecedented Growth and Global Expansion

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

Jerome Leclanche

June 20, 2023

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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