•3 min read
We're not building agent memory
We're building the substrate for humans and AI to work together. The phrase 'agent memory' has always sat wrong with me.
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Technology
Technology
Architectures for personal intelligence, semantic graphs, and AI systems built for alignment.
•2 min read
The Convergence Wager
Beneath divergent laws, rituals, parables, and metaphors, the world's religions converge on the harmonization of human consciousness — and for the first time, the claim can be tested.
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•5 min read
Bringing Structured Clinical Evidence and Reasoning to Thumos Care
We built a new clinical evidence and reasoning layer inside Thumos Care.
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•9 min read
Toward a Neuroscience-Grounded Framework for AI in Conflict
The debate about AI and warfare is dominated by two inadequate positions: naive idealism and uncritical embrace.
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•2 min read
Augmenting Rather Than Replacing the Doctor-Patient Relationship
At Thumos Care, we've always believed that AI should augment, not replace, the doctor-patient relationship. Today, we're excited to announce a major step forward in that vision: Clinician Personalization.
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•4 min read
Building a Smarter Health AI: How We're Making Personalized Health Guidance Actually Personal
Announcing major updates to Thumos Care's AI-powered health optimization platform When we first built Thumos Care, we had a simple vision: help people understand their health data and get actionable guidance. Users could upload their blood work, and our AI would analyze the results.
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•5 min read
Building a Scientific Reasoning Engine with Graph-Powered Reinforcement Learning
Most language models learn reasoning implicitly from internet text. They absorb patterns of what sounds convincing without explicitly modeling the structure of scientific arguments.
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•10 min read
How Pattern Recognition Becomes Evidence
I. What I Know to Be True In 2016, I discovered financial and operational connections between D-Company—a transnational criminal syndicate—and Tehreek-e-Labbaik Pakistan (TLP), an ultraconservative political party whose supporters have publicly celebrated extrajudicial killings on false accusations
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•3 min read
Why I Can't Stay Silent Anymore
I am writing this publicly because I have reached a point where I cannot carry this alone anymore. I have spent years trying to make sense of what has happened to me — while building advanced AI projects, winning hackathons, and applying to more than 600 jobs — yet I remain unemployed, isolated, and
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•2 min read
Building the world's first queryable knowledge graph of 30 years of UN diplomatic history
Generic LLMs can't: Calculate voting correlation across 178 UN resolutions Track how 184 countries voted on specific issues over 30 years Find speeches that reference UNSC Resolution 1325 with sub-second latency and full context Analyze temporal evolution of diplomatic positions using graph relation
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•2 min read
An Open Letter to Crown Prince Muhammad Bin Salman
There are people who may resent your country for its role in spreading Wahhabism across the Muslim world, but most of them remain unaware of the extensive efforts you've undertaken to reverse such policies. This transformation is not...
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•2 min read
An Open Letter to Pope Leo XIV
As you embraced the papacy upon your election, facing a historic crowd at a historic time, the expressions on your face indicated overwhelm. With your lips sealed, you pulled in three strong vortexes of air through your nose, before...
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•2 min read
The Future of the Smartphone
As artificial intelligence gets exponentially better, disharmony in human intelligence would result in exponentially greater consequences due to the leverage provided by the former.
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•2 min read
Modeling the Self with Neuronal Tokens
Achieving true superintelligence requires generative AI models capable of deeply modeling both human and non-human agents. While state-of-the-art generative models like GPT-4 can already parse emotions, sentiments, and psychological...
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•1 min read
Personal Superintelligence is Here
The search for next generation artificial intelligence is on with several outstanding teams pursuing diverse visions for the development of superintelligence. But it is already here.
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•3 min read
Semantic Graph Memory Inspired by Neuroscience
Large Language Models (LLMs) are incredibly powerful, yet they face a major limitation: a fixed context window that restricts how much information they can "remember." This forces developers to carefully choose what to include in each...
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•3 min read
Building the
This post about an exciting experiment I worked on last year: "House of Wisdom" --an AI-driven application designed for contextually rich conversations grounded in books, research reports, and laws, with answers accompanied by Mermaid...
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•1 min read
The Ethics of AI Governance in Democratic Systems
How should democratic societies regulate artificial intelligence while preserving innovation and protecting civil liberties?
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•1 min read
Phenomenology in the Digital Age
Revisiting Husserl and Merleau-Ponty's ideas about embodied experience in an era of virtual reality and digital interfaces.
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•5 min read
The Sims
Researchers at Google DeepMind and Stanford University published a paper this year demonstrating how computational software agents can simulate believable human behavior. They created a sandbox environment, inspired by a video game called...
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