@ponzicontinuum@ronmortgageguy Mortgages in arrears in Canada remain very low compared to historical and international standards. While an ongoing increase in arrears rates remains possible if the employment market in Canada continues to soften, banks remain committed to supporting their customers.
Agents may inadvertently expose sensitive data through RAG (Retrieval-Augmented Generation) sources or by memorizing confidential information in their context windows.
According to Gartner®, “Through 2029, over 50% of successful cybersecurity attacks against AI agents will exploit access control issues, using direct or indirect prompt injection as an attack vector.”
Agent sprawl is the "microservices problem" of the AI era. Success depends on building a governed execution environment rather than just deploying more tools.
Microsoft Intune gave PepsiCo a single pane of glass across their entire global fleet.
The result? 50% reduction in device build time and a 99% drop in sign-in time on shift worker devices.
Read the full story: https://t.co/37Z4vmkdOl
Here's my enormous round-up of everything we learned about LLMs in 2025 - the third in my annual series of reviews of the past twelve months
https://t.co/HD9Zf85SG2
This year it's divided into 26 sections! This is the table of contents:
The best engineers never just wrote code. They were clarity merchants.
The collapse of the implementation middle isn't making engineering less important but it's revealing what was always important: understanding problems so clearly that the code (now, the spec for our agents) becomes more obvious.
The engineers who will thrive aren't those who can translate specs to code fastest. They're the ones who can:
1. Shape ambiguous problems into actionable intent
2. Design the context architecture that makes good outcomes inevitable
3. Judge what matters from what merely works
This mirrors what others have observed about business model shifts: when distribution costs drop to zero, value accrues to curation and taste. When implementation costs approach zero, value accrues to problem formulation and judgment.
The tools that win won't just accelerate the middle but I think they'll eliminate the need for it to exist separately at all.
The craft evolves. It always has. But it remains craft.