Threads
25 threads
ai rmf / nist ai / ai act
What do leading global AI strategies look like, how does New Zealand's regulatory and policy landscape (RBNZ, DIA, MBIE, and others) compare, and what use-case typology — from human augmentation throu…
nist ai / ai rmf / ai act
What do leading global AI strategies look like, how does New Zealand's regulatory and policy landscape (RBNZ, DIA, MBIE, and others) compare, and what use-case typology — from human augmentation throu…
ai coding / ai adoption / delivery stability
Which organisations have published or disclosed coherent AI strategies specifically targeting software engineering, what outcomes have they measured, and what does the trajectory from AI-assisted codi…
ai rmf / nist ai / apra cps
What is the strongest case - technical, architectural, organisational, legal, and regulatory - that an organisation's AI capability should NOT be owned by or coupled to its data/analytics department o…
review time / faros ai / productivity gains
Which organisations have published or disclosed coherent AI strategies specifically targeting software engineering, what outcomes have they measured, and what does the trajectory from AI-assisted codi…
copilot coding / coding agent / claude code
What agent configurations, prompt strategies, orchestration patterns, and tooling choices allow an AI agent (or agent team) to act as a reliable *finisher* and *synthesiser* - completing work that a h…
cost allocation / financial services / tbm council
How do non-IT primary businesses (manufacturing, retail, finance) calculate and apportion IT spending between RUN (nondiscretionary operational sustainment) and BUILD (discretionary strategic enhancem…
copilot coding / coding agent / github copilot
Which organisations have published or disclosed coherent AI strategies specifically targeting software engineering, what outcomes have they measured, and what does the trajectory from AI-assisted codi…
exception volume / error budget / budget policy
When should the system use pre-approval, bounded delegation with guardrails, or post-hoc review and exception escalation?
github copilot / agents md / claude code
What is "Specify" in the context of GitHub-integrated AI development workflows, how does the Ralph loop implement proof-driven development in practice, and what role does Lisa planning play in the spe…
github contents / fly io / contents api
Can an iOS Shortcut write a timestamped `.md` file directly to a GitHub repo via the Contents API (`PUT /repos/{owner}/{repo}/contents/{path}`) with a stored Personal Access Token (PAT), with enough r…
ai systems / prompt injection / agentic ai
Which organisations have developed coherent AI strategies with security as the primary objective — either using AI to enhance security posture or governing the security risks that AI systems themselve…
cloud native / voluntary adoption / native computing
How can the concept of a modern technology platform be derived from first principles of enablement, modular composition, interface standardization, and multi-party value creation, and what necessary a…
language model / deterministic systems / local replayability
In what ways does the Complexity Horizon of deeply nested, microservice-oriented classical architectures create an epistemic barrier where a deterministic system becomes just as uninterpretable and op…
ai control / control tower / ai agent
What workflow orchestration and governance capabilities does ServiceNow currently provide for Artificial Intelligence (AI) agent workloads, specifically its identity resolution, permissions, audit tra…
basel committee / banking supervision / critical operations
How do Basel Committee on Banking Supervision (BCBS), International Organization for Standardization (ISO) 31000, and National Institute of Standards and Technology (NIST) frameworks classify risk whe…
verification intensity / synchronous approval / artificial intelligence
How should human-in-the-loop (HITL) design be adapted when Artificial Intelligence (AI) review volume reaches the point where human reviewers become a throughput bottleneck or default to rubber-stampi…
power platform / copilot studio / direct publish
In an environment where citizen development tooling is already licensed and accessible to non-technical staff, and where the distinction between personal productivity and production automation has col…
productivity gains / mythical man-month / per employee
When Artificial Intelligence (AI) multiplies the productive capacity of each person by 5–10x, organisations face a
strategic choice: reduce headcount to cut costs, or redeploy the same people against…
fly io / free tier / github contents
What is the minimum viable self-hosted deployment of `mcp_server.py` (or a write-only HTTP wrapper) that: (a) is reachable from the public internet, (b) has zero or near-zero ongoing cost, (c) require…
ios shortcuts / fine-grained pat / github contents
What iOS Shortcuts workflows provide the most value for a personal research system hosted on GitHub — covering both low-friction research capture (adding a URL or idea to the backlog from anywhere on…
parameter inertia / gao et / ntp objective
What are Hallucination-Associated Neurons (H-Neurons) in large language models, how can they be identified, what behaviours do they cause, where do they come from, and what do these findings imply for…
gao et / parameter inertia / inference-time intervention
Across all four preceding research items — the macroscopic hallucination landscape, the H-Neurons paper, over-compliance interventions, and pre-training origins — what is the unified, actionable pictu…
controlled hallucination / prediction error / visual cortex
What are the key concepts presented in Anil Seth's "Reality Is A Controlled Hallucination" (https://youtu.be/HYUoS0GkGCs), and how do they relate to and reinforce each other when synthesised?
free energy / controlled hallucination / schr dinger
What are the key concepts presented in Anil Seth's "Reality Is A Controlled Hallucination" (https://youtu.be/HYUoS0GkGCs), and how do they relate to and reinforce each other when synthesised?