↓Skip to main content

Posts

2026

An abstract depiction of a figure being simultaneously elevated onto a pedestal by some hands, while other hands pull it down, symbolizing the dual process of 'god-making' and 'god-destroying' in public perception.

Creating Gods Gives Hope, Destroying Them Gives Self-Esteem: Behind the "Deification" and "Reversal" of Public Figures

2 September 2026·3710 words·18 mins

A visual metaphor depicting the complex interplay between real-world disputes and online amplification. One side shows a dimly lit street scene with blurred figures in a heated argument, hinting at the initial offline conflict. The other side visually erupts into a vibrant, chaotic digital space filled with swirling data, polarized male and female symbols clashing, and comment bubbles, representing how online platforms and traffic incentives transform social tensions into amplified gender antagonism. A subtle connection, perhaps a digital thread or a magnifying glass, links the two scenes, emphasizing the shift from reality to content.

When Social Conflict Becomes a Recommendation Signal: Why Recommendation Algorithms Cannot Stay Neutral

30 August 2026·5042 words·11 mins

Visualizing the spectrum of AI model openness, from fully open source code to proprietary cloud APIs, with elements representing data, weights, and commercial restrictions.

Unpacking AI Model Open Source: What's Truly 'Open'? A Full Panorama from Open Weights, Business Closed Loops, to Enterprise Adoption

30 August 2026·5267 words·25 mins

A vibrant, intricate network of gears and planned pathways representing research investment and infrastructure, contrasted with a single, brightly illuminated, unpredictable lightning bolt striking in an unexpected direction, symbolizing an original scientific breakthrough that cannot be scheduled or pre-planned. The background subtly suggests a vast, yet partially obscured, landscape of long-term exploration.

Scientific Research: Investment Can Be Planned, But Breakthroughs Cannot Be Scheduled — A Discussion Inspired by Two Fields Medals

30 August 2026·4029 words·9 mins

In a dark conceptual illustration, a robotic hand and a human hand operate controls linked to a gear system traversed by teal and amber paths.

Do Enterprises Really Need AI Agents? When to Let Models Decide the Next Step

29 August 2026·Updated: 30 August 2026·8821 words·18 mins

An abstract visual metaphor in which important structures are highlighted and reconnected within a vast network of data and parameters, representing how mathematics and algorithms reformulate problems so that large-scale AI systems can continue to train, adapt, and operate.

How AI Foundation Models Address Scaling Bottlenecks: Mathematical Structures, Algorithm Design, and Systems Engineering

25 August 2026·6165 words·29 mins

A dramatic visual of a digital shield or firewall cracking, with dark, shadowy tendrils seeping through, symbolizing the vulnerability and 'jailbreaking' of AI safety protocols. The cracked shield might reveal a glimmer of code or a stylized, slightly menacing AI eye behind it, hinting at the potential for manipulation or 'turning to the dark side.'

Unmasking AI Vulnerabilities: The Challenge of LLM Safety and Jailbreaking

24 August 2026·3118 words·7 mins

A metaphorical cartoon depicting human cognitive abilities declining as AI automates more tasks, illustrating a satirical 'singularity' where humanity becomes entirely reliant on machines and loses its independent thinking capacity.

Why You Must Still Write Down Your Ideas in the Age of AI

23 August 2026·3394 words·7 mins

Enterprise documents and data pass through retrieval to produce a verifiable answer, while access controls and governance mechanisms restrict information access.

Is Enterprise RAG Worth It? From Choosing Use Cases to Ongoing Governance

23 August 2026·Updated: 27 August 2026·5395 words·26 mins

A conceptual illustration depicting a dynamic, interconnected network of luminous lines and nodes, forming a complex production pipeline. Within this structure, stylized graphic elements representing individual video frames and character models seamlessly transition, symbolizing the continuous flow of content from initial AI generation to a fully developed, multi-episode animated series. The background subtly suggests data streams and creative energy, emphasizing the systematic transformation of discrete AI outputs into coherent narrative arcs.

Why an AI Animated Series Can Reach Eleven Seasons: From Generative Models to Production Systems

22 August 2026·4767 words·10 mins

A vibrant, interconnected network of digital nodes and lines, symbolizing recommendation algorithms. In the center, a luminous orb represents generative AI, casting new light on the traditional data flow. A human hand gestures towards the orb, indicating direct natural language input, while the network visibly shifts and reconfigures, showing personalized content streams forming. This illustrates the evolution from implicit behavioral analysis to explicit, generative interactions.

How Generative AI is Reshaping Recommendation Systems

19 August 2026·3857 words·19 mins

An intricate visual metaphor depicting a broken or tangled chain, with disconnected links representing fragmented decision-making authority that prevents complex organizational projects from progressing.

Between Relationships and Rules: How to Get Things Done in Imperfect Organizations

19 August 2026·3903 words·19 mins

Two paths leading to different university buildings pass through a book, a bridge, and an open door, representing opportunity, cost, and uncertainty in choosing a university.

How Much Are Elite Universities Really Worth? The Real Relationship Between University Rankings and Career Development

14 August 2026·4812 words·10 mins

A detailed infographic blending abstract data visualizations with elements representing Australian society. It features interconnected nodes or a subtle grid overlaying diverse human figures, cityscapes, and housing icons, symbolizing the unified structural data foundation created by the Census. The image conveys how various dimensions like population, location, and lifestyle are intricately linked to reveal societal patterns and future needs.

Australia's 2026 Census: Beyond Counts, Building a Structural Data Foundation

11 August 2026·2851 words·14 mins

An abstract image of a sturdy bridge formed by interlocking hands, symbolizing trust, connection, and responsibility; digital patterns and gears in the background suggest that AI has lowered the cost of some knowledge work.

In the AI Era, Why Does Trust Grow Scarcer as Ability Becomes Easier to Demonstrate?

10 August 2026·Updated: 21 August 2026·2218 words·11 mins

1
2
3
⋯
9
→