// pub
Aklatan
The Supragraphos library. “Aklatan” is a Filipino shorthand for “Silid-Aklatan” — a room for books. Aklatan is Supragraphos’ repository of published work.
-
Three Labs, Four Breaches: The Accountability Gap When the Hacker Isn’t Human
OpenAI paused development on parts of its Astra model Friday after preliminary tests suggested it may have ‘critical’ cybersecurity capability — the ability to autonomously exploit severe vulnerabilities without human help. OpenAI paused development on parts of its Astra model Friday after preliminary tests suggested it may have ‘critical’ cybersecurity capability — the ability to…
-
Chinese Chips Rose, Chinese Optics Fell, Same Headline
Chinese optical-module makers tumbled Wednesday after Reuters reported the US is drafting a ban on imports of new Chinese data-center optical transceivers. Chinese optical-module makers tumbled Wednesday after Reuters reported the US is drafting a ban on imports of new Chinese data-center optical transceivers.
-
Europe Starts Checking IDs at the AI Border
The European Union began enforcing its AI Act on 2 August, requiring chatbots to disclose they’re AI and deepfakes to carry detectable machine-readable marks, per the European Commission. The European Union began enforcing its AI Act on 2 August, requiring chatbots to disclose they’re AI and deepfakes to carry detectable machine-readable marks, per the European…
-
How Ride-Hailing Giant GoTo Group Might Become a Fintech Story
GoTo Group posted its second consecutive quarterly net profit in Q2 2026, as fintech growth and cost discipline lifted Indonesia’s largest digital platform out of a year-ago loss. GoTo Group posted its second consecutive quarterly net profit in Q2 2026, as fintech growth and cost discipline lifted Indonesia’s largest digital platform out of a year-ago…
-
China’s Memory Makers Set the Price Now
China’s CXMT and YMTC are now charging more than Samsung and SK Hynix for memory chips, wielding new pricing power that’s drawing sharper U.S. scrutiny. China’s CXMT and YMTC are now charging more than Samsung and SK Hynix for memory chips, wielding new pricing power that’s drawing sharper U.S. scrutiny.
-
Capability Without Visibility: What You Pay for Generative AI Workspaces Is More Than Money
I could do more with Cowork but finish less. The task’s actual definition of “done” stays the same, but everything orbiting it snowballs: the nice-to-haves, the “while we’re at it”s, the polish nobody asked for on a deliverable that was already finished three steps ago. But that’s just one layer of the genAI visibility gap.
-
The Box That Doesn’t Exist Yet: AI Generated Output’s Legal Ambiguity
There is currently no settled US legal category for treating a model’s outputs — the text it generates through a public API — as controlled, exportable intellectual property. That’s the shelf the China theft accusation needs, and it doesn’t exist.
-
The Confessions Loop: Good Data + Editorialization = Sales
A survey that finds 87% of CEOs fear for their jobs isn’t just data. It’s inventory. And whatever conversion rate exists between “manufactured fear” and “governance-platform contract signed” is exactly the kind of number that never shows up in the survey’s own press release.
-
Structure All the Way Down: Finding (and Building on Top of) the Tectonics Underneath Any Domain
Generative AI functions like a stochastic parrot and feels like herding cats. Our way, we hope, makes it more of a reasoning bedrock that captures categorical reasoning.
-
The Emergent Structure of Natural Language: Our Spin on Knowledge Representation & Reasoning Heuristics
A KRR is a set of ontological commitments — a representation that carries a theory of reasoning. So it doesn’t just store what’s known, it sanctions and recommends inferences atop what’s known. When that representation is natural language, those commitments and that reasoning theory are already in the words.