Certainty lab

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The latest from Certainty lab — partnerships, product launches, and thought leadership.

Lead StoryDr. Yiftach Golov

Launching the "Avner Platform": A Personal Note from Dr. Yiftach Golov

AVNER infographic - AI System for Realizing the Rights of Disabled IDF Veterans
Fig. 1 — AVNER infographic - AI System for Realizing the Rights of Disabled IDF Veterans

Have you ever wondered what connects a biophysicist with innovative technologies that support the rehabilitation of wounded IDF veterans?

I am proud and excited to lead Avner, an advanced, purpose-built AI initiative that helps veterans with service-related disabilities understand and access their rights and benefits. The "Avner Platform" is now being launched by the IDF Disabled Veterans Organization.

I initiated Avner together with Idan Kaliman, Chairman of the IDF Disabled Veterans Organization. Our guiding vision was to create a personalized, precision-driven system, inspired by the advanced approach used today in medicine and biotechnology: Precision Medicine.

This national project grew out of two defining aspects of my identity:

  1. I hold a PhD in biophysics.
  2. I am an IDF veteran with a service-related disability.

The combination of these two perspectives enabled me to develop a technological response to the complex challenge of navigating rights and benefits—a body of knowledge that has evolved over the years into an intricate maze.

Knowing what support you are entitled to is a foundational step in every wounded veteran's journey toward rehabilitation and growth. This makes developing a system of this kind profoundly important. Through more than a year of collaborative planning, research, and development with Avner Golan, Head of the Organization's Rights and Benefits Department—a source of genuine human intelligence on the entitlements of security forces personnel and disabled IDF veterans—I developed the architecture and scientific engine that form the system's computational core. Together with our partners, we built an infrastructure that connects complex professional knowledge with each veteran's individual profile.

To give a sense of the challenge's complexity, the computational engine incorporates:

  • Computational biology models: ontology-based architecture, taxonomy, deep learning.
  • Hundreds of raw sources, refined into 2,380 vector building blocks.
  • A three-phase pipeline: Source Knowledge, Personal Profile, Precision Matching.
  • Multidisciplinary clusters: over 10 classification criteria, ~1,750 ontological nodes.

Computational biology

Ontology, taxonomy, deep learning

Raw sources

2,380 vector building blocks

Three-phase pipeline

Source → Profile → Matching

Multidisciplinary clusters

10+ criteria, ~1,750 nodes

The breakthrough is what this makes possible: through a simple conversation on a phone or computer, the Avner Platform helps disabled IDF veterans discover entitlements they may never have known to ask about, understand what is relevant to their circumstances, and identify the next step toward claiming them. The guidance is personalized and precise, with no prior knowledge required—a personal compass for navigating the complex rehabilitation journey.

For me, this system represents far more than technology and science. It highlights the distinctive strength of the Zionist spirit, the State of Israel, and the IDF: the human element. It represents a genuine transformation—a new era of personalized rehabilitation management for a community that now numbers more than 80,000 wounded veterans.

Proud to Support

Genesis Friends for Life USA

Certainty lab proudly supported Genesis Friends for Life Global Foundation gala 'A New Day Will Rise' — an evening dedicated to healing, hope, resilience, and unity. We were honored to stand alongside leaders, advocates, survivors, and philanthropists advancing long-term support for PTSD recovery and affected communities in Israel. This partnership reflects a shared commitment to sustained impact — helping ensure that from tragedy, a new day can truly rise.

When Deep Science Becomes an AI Tool

Dr. Golov's doctoral dissertation — built on years of experiments and analyses — was reimagined with our team into a living AI system. Through creative thinking, a dense academic study became an interactive AI tool that makes complex science visual, explorable, and practical — setting a new standard for how dissertations in the exact sciences, and beyond, can evolve into applied AI.

Cities Speak: What We Learn When Language Meets Data

From New York's Urban Textscape to practical data thinking: how scene text, OCR, and time turn street signage into a searchable urban corpus — and how we convert dormant datasets into living, decision-ready insights.

Zionist Projects – Empowering Resilience, Honoring Commitment

From music-based healing to adaptive fashion, from smart humanitarian platforms to digital memory — Certainty lab supports 18 (Chai-חי) pioneering initiatives each year. Through strategy, AI, and digital innovation, we help strengthen veterans, communities, and Israeli society.

5.2025

Israeli Physicist Advances Veteran Advocacy at NYC Conference

Israeli Physicist and Veteran Advocate Dr. Yiftach Golov Attends Prestigious Jerusalem Post Conference in New York.

AI Brings Jewish Diaries to Life

When the Jewish Past Speaks Again: How Certainty lab is Reviving Historical Diaries Through AI.

From Vibe Coding to Precision Living

How we at Certainty-Lab are translating Andrej Karpathy's Software 3.0 vision into everyday impact.

Certainty lab at AWS Summit Tel Aviv 2025

Bridging Precision Science with Cloud Innovation. Opening at AWS Summit Tel Aviv marked a significant alignment with Certainty lab's mission.

We UNlock UNcertainty