Consult →JP

ATSUSHI KOSHIO — INVENTING HUMANE FUTURES WITH AI

Inventing humane futures,with AI.

Atsushi KoshioAI Researcher

As AI evolves at unprecedented speed, what should we choose to protect — and what should we change?
The freedom to transform, together with the autonomy to honor one’s own core.
I develop visions, research, systems, and organizations that harness the full power of AI
while remaining able to adapt, prototype, and grow through real-world implementation.

Invite me to speak or trainDiscuss research & development

SCROLL

Portrait of Atsushi Koshio

RESEARCH × BUSINESS × IMPLEMENTATION

Bringing AI into society from both research and business.

Moving between university research, product development, and management, I work across speaking, training, joint research, and system development.

View profile →

ExploreExplore

WorksCase studies across all five entrancesResearch & IdeasGentle intelligence, automorphic engineering, and moreVenturesHYPER CUBE / Four H / PICORE / +81 — companies I lead or help governProfileCareer, affiliations, expertise, mediaPublicationsBooks and research outputTalks & MediaSpeaking and appearance records

Why work with meWhy Work With Me

  • 01

    Not just imagining futures — building them

    Futures studies and venture design to read change; AI and data to build working prototypes.

  • 02

    Fluent in both research and business

    Projects designed for academic novelty and for users, viability, organizations, and operations.

  • 03

    Bridging experts and non-experts

    A shared language for engineers, clinicians, educators, executives, government, and students.

  • 04

    Human possibility, not just AI adoption

    AI that supports human understanding, agency, autonomy, and creativity — beyond efficiency.

  • 05

    Continuous engagement, from a talk to advisory

    A talk shares the problem; training builds the team; research validates; development ships; advisory stays with you.

“Don’t stop at the vision.Prototype the future — and invent the future we want.”ATSUSHI KOSHIO

Advisory & Partnerships

As AI becomes a core management concern, I support decisions across strategy, organization, and product development.

See advisory & partnerships →

Recent activityLatest

See case studies →

Ways to work togetherFive Entrances

SpeakingTurning the state of AI into decisions about the futureMaps of AI-driven change for executives, government, educators, and the public.TrainingTurning knowledge into organizational practiceGenerative-AI training, AI hackathons, Vibe Coding, venture workshops — programs where people build.Advisory & PartnershipsA standing AI perspective for executive decisionsOngoing advisory as a technical/AI advisor, and partnerships that grow joint ventures.Research CollaborationTurning field problems into testable researchFrom research design and data to evaluation, prototypes, publication, and funding.AI DevelopmentTurning ambiguous problems into working AIRequirements, AI agents, RAG, personal AI, and rapid PoC/MVP development.

Not sure what to ask for yet? Start here →