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Artificial Intelligence

AIUC-1 and the agency: what a "SOC 2 for AI agents" actually means for the people building them

11 August, 2026 • Artificial Intelligence • 538 views

a bounded observation plate where 117 agent vectors drift in coherent formation and exactly one breaks orientation, tagged B001 (the adversarial robustness control). Six markers under the title, one lit, matching the six principles along the footer.

Eight essays on why agentic AI programmes fail

9 August, 2026 • Artificial Intelligence • 506 views

The curve is 0.95ⁿ plotted across twenty steps: 95 per cent per step at the left, 36 per cent at the right, with the drop marked in amber. Someone scrolling past learns something before they click, and the thing they learn is uncomfortable enough to make t

A new series on measurement, causal inference, security, governance and the one number that tells you whether any of it is working. All eight are live.

AI was Built for Ageing Countries, Sold to a Young Continent

5 August, 2026 • Artificial Intelligence • 596 views

Edzai Zvobwo on the Never Think Alone podcast

Are LLMs Trained on What People Say and Not What People Do?

4 August, 2026 • Artificial Intelligence • 230 views

the field is the corpus, thousands of patient text-shaped marks laid down in strict rows. The gesture passing through it is a continuous trajectory, and it is never drawn over the field, only as the field's failure to record it. The corridor of clearan

Separating the Signal from the Noise: What South Africa Gets Wrong About AI, and What We Could Get Right

11 July, 2026 • Artificial Intelligence • 580 views

a dense field of grey "noise" ticks (the pattern-matching, the hype) with a single amber signal curve cutting through it, rising and then flattening into the plateau Zvobwo describes. A few quiet details are baked in for readers who look closely: t

Based on a Power 98.7 Power Perspective podcast conversation with mathematician and Acalytica founder Edzai Zvobwo, author of "Mathematics of Disruption" and "When Correlation Stumbled", and AI practitioner Paul Domanski of Domanski.AI.

AI in South Africa: Between the Hype and the Hard Truth

10 July, 2026 • Artificial Intelligence • 942 views

the South African flag's Y-form is abstracted into two great fields, red and blue, converging with the black-and-gold wedge into a single point, and from that convergence a network of nodes and hairlines fans out to the right — the old national pattern

The Oracle Illusion: Why Misunderstanding AI Is the Biggest Risk of Using It

3 July, 2026 • Artificial Intelligence • 355 views

thousands of scattered ochre marks stream in from the left like tokens, then dissolve into silence before resolving, purely through density, into a large ring that reads as an eye or presence. Nothing on the right is actually drawn as an object;

How the belief that AI "knows" things creates real-world vulnerabilities, and what genuine AI fluency looks like instead

The Power of Choice: We Determine the AI We Want

28 June, 2026 • Artificial Intelligence • 818 views

The diverging-paths motif ("by choice" vs "by default") carries your whole thesis at a glance, and the headline stays legible even at small sizes.

By Edzai C. Zvobwo

Greyball for Agents

28 June, 2026 • Artificial Intelligence • 348 views

systematic, hand-painted geometry of southern-African wall art and beadwork (an idiom that resonates locally to Johannesburg): bold flat planes, confident black keylines, stepped-chevron border bands, and beaded dot rows, in an earth-and-dye palette of ter

When the system being audited learns to recognise the auditor

Token Efficiency: Spending Intelligence Where It Counts

13 June, 2026 • Artificial Intelligence • 522 views

An image of Microsoft CEO, Satya Nadella

A distillation of Satya Nadella's framing of "token efficiency," drawn from his June 2026 remarks. The ideas and emphasis are his; the framing here is an explainer, not his own words.

Post-Agentic News: When the Answer Becomes the Product

1 June, 2026 • Artificial Intelligence • 261 views

a dispersed lattice of faint nodes on the left — the scattered corpus of articles, each one connected but uncertain — funnels through warming filaments into a single luminous resolution point on the right. That focal node carries the confidence reading (0.

Beyond Super-Users: The Sovereign AI Africa Can Actually Build

1 June, 2026 • Artificial Intelligence • 407 views

a scientific plate: a stratified specimen that reads bottom-to-top as the article's own argument. The dense, near-chaotic substrate resolves upward through compute, data, models, application, and governance into a single struck-gold node of emergence a

The Statistician in the Machine: Why Gary Marcus Thinks Scaling Won't Get Us to AGI

22 May, 2026 • Artificial Intelligence • 1,013 views

Cognitive scientist, entrepreneur, and bestselling author Gary Marcus joins Brian Greene for a conversation on artificial intelligence, the mind, and the future of humanity in an ever increasing digital world.

How is generative AI reshaping creative and media work in agencies?

7 April, 2026 • Artificial Intelligence • 397 views

A warm core radiating into a fan of outputs — the latent model on the left scattering signal across channels and creative variants on the right, with first-party data points clustered as a constellation in the margin. Deep indigo ground, amber and coral fo

The Hidden Security Risk in Vibe-Coded Apps — and How to Fix It

9 March, 2026 • Artificial Intelligence • 1,128 views

a dark, technical aesthetic built around concentric security rings as the central metaphor. The diagram shows the four defensive layers radiating outward from a locked core, with orange threat nodes on the outer perimeter and green safe-data nodes inside t

Why the tools that let anyone build software in minutes could be your next compliance nightmare — and the five-layer framework that closes the gap.

Can You Tell the Difference?

9 March, 2026 • Artificial Intelligence • 459 views

AI literacy, AI detection

How AI Fluency Academy's 'Is It AI?' Game Is Training Humans to Spot Synthetic Media

The Control Layer: Why AI Agent Orchestration Is the Next Mission-Critical Infrastructure

6 March, 2026 • Artificial Intelligence • 447 views

"Structural Tension" design philosophy. The visual language encodes the article's core argument directly into the diagram: Central hub with concentric rings — the orchestration layer Blue agent nodes connected by signal lines — active, governe

Just as Zoom became indispensable when humans could no longer share physical space, a new class of platform is becoming essential as AI agents begin acting on behalf of businesses — and the race to own that infrastructure has already begun.

What AI Agents Want: The $100B Infrastructure Gap Nobody Is Talking About

22 February, 2026 • Artificial Intelligence • 690 views

dark navy background, central glowing node radiating connections out to satellite nodes in blue, purple, and cyan. Subtle grid, ambient glow blobs, and floating particles give it depth. Scales cleanly and works well as an Open Graph / featured image.

The agent economy is arriving faster than the infrastructure built to support it. Here's what's missing.

How AI Is Commodifying Expertise and Dismantling the Architecture of Knowledge Work

19 February, 2026 • Artificial Intelligence • 760 views

the amber core (the old gatekeeper institution) sits at the centre, with thousands of particle trails bursting outward through violet-to-teal colour transitions — locked knowledge → AI bridge layer → democratized access.

An analysis of AI economics, expertise commodification, and the collapse of enterprise knowledge architecture

The Power of Choice: How Decisions Shaped the AI We Have Today

1 February, 2026 • Artificial Intelligence • 609 views

The design visualizes the central thesis—AI's evolution as a series of branching choices rather than a linear inevitability. The illuminated path represents the actual trajectory (statistical/neural approaches), while the faded dotted paths show altern

Will AI ochestrate human or the converse is true

30 January, 2026 • Artificial Intelligence • 399 views

Human-AI collaboration in a digital world

How AI and Mathematics Are Converging to Transform Scientific Discovery

29 January, 2026 • Artificial Intelligence • 2,891 views

AI × Mathematics convergence visualization — neural pathways meeting mathematical structures

Ubuntu and Values-Based Realism in the AI Era

21 January, 2026 • Artificial Intelligence • 792 views

Interconnected network of nodes — representing Ubuntu's relational philosophy where people are constituted through their relationships with others

A Framework for African Leadership in Artificial Intelligence Governance

The Power of Choice: Why Africa's AI Future Depends on Mathematics, Not Money Only

21 January, 2026 • Artificial Intelligence • 623 views

the front cover of The Mathematics of Disruption book

How one entrepreneur is challenging the continent to build AI sovereignty from first principles

Forget Everything You Think You Know: Powerful AI Doesn't Have to Be Complicated

10 January, 2026 • Artificial Intelligence • 428 views

artificial brain

Ambient AI in Cyber-Physical Systems

9 January, 2026 • Artificial Intelligence • 508 views

AI-driven future in harmony

Transforming the Physical World Through Invisible Intelligence

The AI Book That Explains What Silicon Valley Won't Tell You - Now Available in Print (While Stocks Last)

8 January, 2026 • Artificial Intelligence • 867 views

the cover of the book entitled Mathematics of Disruption

"The Mathematics of Disruption" by Edzai Zvobwo is finally in print, and you can own BOTH the hardcopy AND ebook for just R150.

The 99% Solution: How Vibe Coding Is Opening Software Development to Everyone

2 January, 2026 • Artificial Intelligence • 782 views

The Politics of AI: Local Power, Global Reach

27 December, 2025 • Artificial Intelligence • 442 views

artificial intelligence and geopolitics

The Benchmark Industrial Complex

25 December, 2025 • Artificial Intelligence • 548 views

artificial intelligence benchmarks

Causality in Four Steps: Why Deleting a Gene Is Not a Prediction Problem

22 December, 2025 • Artificial Intelligence • 452 views

causal inference in gene deletion

How AI Makes Experimental Jurisprudence Finally Scientific

20 December, 2025 • Artificial Intelligence • 401 views

A visual metaphor showing law transitioning from intuition to measurement. Composition Left side: blurred classical symbols of law (scales, gavel, statute book) dissolving into noise. Right side: clean geometric nodes and arrows forming a causal graph.

New Book Reveals the Hidden History Behind AI's Biggest Blind Spot

15 December, 2025 • Artificial Intelligence • 427 views

New Book Reveals the Hidden History Behind AI's Biggest Blind Spot cover

AI Did Not Emerge From Neutral Science

15 December, 2025 • Artificial Intelligence • 628 views

Abstract, text-free conceptual artwork. Visual concept: A split landscape. On one side, rigid geometric grids, gradient fields, matrices, GPUs, and glowing benchmarks rising like industrial towers. On the other, partially obscured symbols: causal graphs,

You Cannot Audit ChatGPT. You Can Only Audit Yourself.

4 December, 2025 • Artificial Intelligence • 558 views

ChatGPT data leakage

Why Literal Thinkers Often Get Better Results from AI

4 December, 2025 • Artificial Intelligence • 819 views

prompt engineering and literal communication

A clear, first-principles explanation of why literal communication styles outperform indirect language when working with large language models.

Human Edge Network: The Post-LLM Successor to Mechanical Turk

3 December, 2025 • Artificial Intelligence • 443 views

Human Edge Network Illustration

The Hidden Mathematics Powering the Next Wave of AI Disruption

3 December, 2025 • Artificial Intelligence • 394 views

Mathematics of Disruption

If Removing the Rooster Does Not Stop the Sun, It Was Never the Cause

30 November, 2025 • Artificial Intelligence • 512 views

rooster and sunrise analogy,

A first-principles explanation of why correlation is not causation.

The Bottlenecks of AI Progress

22 November, 2025 • Artificial Intelligence • 983 views

A high-contrast, minimalist illustration of a massive machine pushing against nine heavy structural pillars labelled Compute, Data, Architecture, Alignment, Interpretability, Engineering, Economics, Governance, and Causality. The machine is straining, with

Are world models the ultimate manifestation of causality in AI?

21 November, 2025 • Artificial Intelligence • 531 views

Conceptual illustration of two contrasting structures: on the left, a dense tangled neural lattice representing a predictive world model; on the right, a clean, sharp causal diagram with directed arrows showing mechanisms. Use high contrast, scientific min

Why You Don’t Need To Be an AI Expert To Use AI Effectively: The Mechanic–Driver Fallacy

20 November, 2025 • Artificial Intelligence • 574 views

A clean, high-contrast illustration showing a car with its engine exposed on one side and a driver navigating a winding road on the other. The engine side represents technical internals. The road side represents real-world decision-making. The visual shoul

How Mathematical Sovereignty Rewrites Africa’s Role in Global AI

19 November, 2025 • Artificial Intelligence • 375 views

mathematical sovereignty

Are LLMs the Path to Superintelligence?

15 November, 2025 • Artificial Intelligence • 717 views

Abstract scene of a giant neural network “mirror” reflecting a bright light source symbolising understanding, with some rays passing through and refracting into structured causal diagrams and experimental tools in the background.

2026: When the Web Starts Doing The Work

13 November, 2025 • Artificial Intelligence • 517 views

Abstract network of autonomous nodes emerging from a smart web page, illustrating self-optimising digital systems.

Costs drop. Models get context. Pages act on their own. Your advantage is clear thinking about the problem, not button-clicking.

The Logic of Letting AI Negotiate the Small Stuff in Procurement

13 November, 2025 • Artificial Intelligence • 554 views

A clean, high-contrast illustration showing a human procurement manager overseeing a grid of autonomous AI agents negotiating digital contracts on holographic screens. The setting is a modern enterprise operations centre; data flows between suppliers and a

When Causes Learn Back - Why Causal Assumptions Crack in the AI Age

12 November, 2025 • Artificial Intelligence • 673 views

An abstract illustration showing a causal graph bending and warping into a feedback loop — nodes connected by arrows that twist back on themselves, symbolising AI systems learning from their own outputs. The background is a digital grid fading into organic

Why Every Organization Needs a Robust System Prompt

11 November, 2025 • Artificial Intelligence • 418 views

A minimalist digital illustration of an AI system blueprint overlaid on a corporate building silhouette. The blueprint shows layered logic circuits and written instructions glowing faintly—symbolising the “system prompt” as the invisible brain of the organ

Most organisations think their strategy is what defines them. In truth, their system prompt does.

AI Evals for Engineers and PMs: How to Know if Your Model Actually Works

11 November, 2025 • Artificial Intelligence • 635 views

A clean, conceptual illustration of a laboratory-style control room where engineers and product managers observe multiple AI models on floating screens. Each screen shows different evaluation metrics, data visualisations, and prompts. The atmosphere is ana

AI Fluency for Non-Technical Executives

10 November, 2025 • Artificial Intelligence • 556 views

A minimalist conceptual illustration showing a human silhouette observing an abstract feedback loop made of glowing data streams connecting decision nodes. The scene represents the interplay between human judgment and machine intelligence—clean, high contr

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