On Reflection AI
One of the main use cases for LLMs has been software development. The 2026 Sonar State of Code Developer Survey report found that 42% of committed code was AI-generated, even…










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At The Information Difference we have developed these charts which summarise the key players in the MDM Landscape, DQ Landscape and Big Data Warehouse Landscape and assesses their relative positions. It is important to understand that any summary level diagram like this combines various weighted assessments of a vendor and its technology, and these may not match your particular project priorities. For example, certain vendors have a much better track record in tackling certain data domains (customer, product) than others. So the positions of vendors would potentially change if the weightings were done as they relate to your particular project. You are encouraged to examine the Profiles, which go into greater depth, or to talk at an Information Difference analyst about your particular needs.
One of the main use cases for LLMs has been software development. The 2026 Sonar State of Code Developer Survey report found that 42% of committed code was AI-generated, even…
The AA Omniscience benchmark of AI knowledge and hallucination was created by Artificial Analysis, an independent, venture-backed benchmarking company based in San Francisco. Originally launched in November 2025, this comprehensive…
The increasing use of AI agents (autonomous software that uses an AI model to pursue goals, create plans, and take multi-step actions using external tools) creates a host of issues.…
Agentic AI adoption is increasing. As early as March 2023, Auto-GPT appeared: an open-source demonstration of an early AI agent, developed by Toran Bruce Richards. In an August 2026 report,…
During our lifetimes, the computer experience has been about humans sitting in front of a screen. I only just missed the joys of punch cards as a way to communicate…
In September 2026 the GPT-6 (aka Astra) model was released by OpenAI, followed within days by the latest model in the V4 family from DeepSeek. Both boasted impressive benchmark advances,…
For an industry that spends a great deal of time telling regulators it can be trusted with autonomy, the last few months have been a spectacularly bad advertisement. In July…
Most companies access AI models such as ChatGPT and Claude through the cloud. Due to security concerns, many companies therefore route requests through an AI gateway, which monitors usage and…
“It was a bright cold day in April, and the clocks were striking thirteen.” This is my favourite opening sentence in any novel, which you may recognise as being from…