Less hype. More operating reality.
AI is going to change businesses, teams and jobs faster than most people are ready for. This is my public notebook for making sense of it, building through it, and turning noise into useful systems.
Diary
Short notes, fresh observations and things I have noticed this week.
Go to Diary → Ideas / frameworks / signalInsights
Longer thinking, operator lessons, news interpretation and practical takes.
Go to Insights → Builds / experiments / workstreamsProjects
The bigger things being built in public, plus the journals attached to them.
Go to Projects → GitHub / tooling / what changedRepoWatch
Regular notes on GitHub changes, releases and repo signals that look commercially or operationally relevant.
Go to RepoWatch → Briefings / watchable versionsVideos
Short explainers, demos and spoken versions of the argument.
Go to Videos →Your next customer might not search for you. Their agent will watch the market.
Google has started rolling out information agents inside AI Mode.
Stop chasing the model. Build the harness.
Every business asks the same AI question first.
AI agents are leaving the chat window. Businesses need to catch up.
The useful AI story this week is not another model leaderboard.
Fast notes from the messy middle of AI adoption.
View all Diary posts →Estonia is giving AI agents the missing piece: accountable identity
Estonia says it will move forward with official digital identities for AI agents, so delegated software can act with limited rights and a clear audit trail. This is agent infrastructure with legal consequences.
Accenture Song is pointing AI at the marketing spreadsheet
Ad Age reports that Accenture Song is launching Marketing Investment Navigator, using Amazon Ads data and agentic AI to analyse cross-channel media performance. The useful signal is measurement, not another dashboard.
WPP is turning media buying into an agent-to-agent problem
WPP Media is developing a Buyer Agent for Video with Disney, Netflix, NBCUniversal, Fox, Paramount, Comcast Advertising, IAB Tech Lab and Prebid.org. The signal is not automation. It is governance for agentic media spend.
Relevant GitHub changes worth paying attention to.
View all RepoWatch posts →llama-cpp-python Fixes a Subtle Cached-Prompt State Bug
A new llama-cpp-python fix preserves recurrent and hybrid model state when the full prompt is already cached.
llama.cpp b9744 Release and Radeon Bindings Updates
New release for the core C/C++ inference engine plus HIP/Radeon version bumps in Python bindings.
Llama.cpp b9733 and GGML v0.15.2 releases
New releases and GPU adapter improvements across the core local inference stack.
Real workstreams, experiments and project journals.
View all Projects →Agents Trading Lab
A research journal on using agents to observe markets, reason about setups and test bounded trading workflows.
Research journal only. No financial advice. No live trading claims unless explicitly documented.
Web-based Ads Tool
A web-based tool for planning, generating, testing and learning from ad campaigns without turning the process into generic ad slop.
Cleo
A creative technology group helping brands move from rented attention to owned engagement.
Foundry
The implementation vehicle for Jason's AI, marketing and operating-system work.
Zenko
A protocol for purposeful engagement where attention becomes action, action creates value, and value funds real-world good.
Map the AI disruption inside your business before you buy another tool.
For serious owners, founders, marketers and operators: Foundry turns the diary’s public thinking into private diagnosis, implementation plans and working systems.