Technical Challenges for Serious Builders.
IBA Foundation Challenges are open-innovation technical problem-solving competitions offering non-dilutive prize pools of $100,000+, sponsor tracks, institutional mentorship, and concrete submission deadlines. We bring multidisciplinary builders together to solve critical real-world bottlenecks across artificial intelligence, climate systems, hardware, and decentralized protocols.
Consequential Problems. Concrete Criteria.
Every challenge is anchored in a verified industrial or scientific bottleneck. Select a track below to inspect technical requirements, sponsors, deliverables, and rubric weights.
Verifiable Reasoning & Agent Safety Architectures
Build verifiable runtime guardrails and execution-trace verifiers for autonomous multi-agent tool chains operating under adversarial failure modes.
Detailed Problem Statement
Contemporary LLM agents exhibit brittle reasoning when interacting with non-deterministic external tools and APIs. Submissions must develop a formal execution verifier that intercepts, validates, and cryptographically signs intermediate agent reasoning steps prior to state-mutating tool execution. The system must operate with under 50ms latency overhead and provide deterministic bounds on agent deviation.
Technical Requirements & Constraints
- Deterministic state-machine or runtime monitor for agent tool-calling
- Formal constraint verification under hallucinated or poisoned tool outputs
- Benchmarked on at least 1,000 adversarial multi-turn workflow trajectories
- Target latency overhead ≤ 50ms per tool interaction step
Evaluation Focus
Formal safety bounds, reproducible trajectory benchmarks, and zero false-acceptance rate on adversarial prompts.
Provides compute clusters, testbenches & direct technical office hours.
- Open-source runtime library (Rust, Python, or TypeScript)
- Reproducible automated test harness with Docker environment
- Technical whitepaper (2-4 pages) detailing safety proofs and empirical results
Decentralized Grid Intelligence & Low-Cost Telemetry
Engineer low-cost, tamper-resistant edge telemetry nodes and localized control algorithms for real-time grid frequency stabilization and verifiable carbon accounting.
Precision Actuation & Resilient Edge Telemetry
Design and validate a high-torque, sub-$150 modular cycloidal or strain-wave rotary actuator with integrated closed-loop magnetic encoder feedback.
High-Throughput Cryptographic Primitives & State Verification
Implement sub-second zero-knowledge recursive state transition provers optimized for resource-constrained verification nodes without trusted enclaves.
Radical Exploratory Engineering for Civilizational Bottlenecks
Radical exploratory engineering addressing overlooked civilizational bottlenecks across analog computing, optics, novel materials, or biological toolchains.
Backed by Research & Industry Leaders
Each challenge track is co-designed and supported by industrial consortia that supply real testbenches, compute resources, hardware fabrication access, and direct advisory hours.
Deep Tech Consortium
Provides precision CNC milling slots, micro-actuator testing rigs, and rapid PCB turnaround credits for hardware challengers.
Energy Transition Labs
Supplies real-time substation phase datasets, synthetic microgrid simulators, and field-deployment opportunities for top teams.
Autonomous Systems Initiative
Provides dedicated GPU cluster access, trajectory simulation sandboxes, and safety alignment mentorship from frontier labs.
Open Compute Alliance
Supplies verification benchmark infrastructure, cryptographic audit tooling, and open specification advisory.
Four Stages. One Rigorous Standard.
A disciplined engineering schedule designed to give builders structured runway, continuous technical feedback, and a transparent evaluation window.
Registration & Team Formation
Builder profile registration, squad formation, compute allocation issuance, and technical track onboarding. Registration closes May 30 at 23:59 UTC.
Technical Build & Mentorship
6-week intensive engineering sprint. Bi-weekly office hours with consortium engineers, interim architecture reviews, and prototype integration.
Semi-Final Review & Audits
Automated test harnesses execute submissions. Code audits, safety checks, and reproducibility verification by the technical evaluation board.
Grand Exhibition & Awards
Final live defenses, public architectural demonstrations, and announcement of the $150,000 non-dilutive awards and fellowship fast-tracks.
Four-Pillar Evaluation Rubric
"IBA rewards more than polished pitch decks. Evaluation accounts for problem understanding, critical thinking, technical execution, and verifiable quality."
Problem Comprehension & Bottleneck Depth
Does the team truly grasp the fundamental physics, computational constraints, or economic limits of the problem? We penalize superficial wrappers and reward teams that pinpoint exact root causes.
Technical Craftsmanship & Architectural Rigor
Code cleanliness, defensive systems engineering, documentation, memory efficiency, and hardware mechanical robustness. Submissions must build cleanly and pass automated test suites.
Rigorous Proof-of-Concept & Empirical Validation
Working execution beats theoretical conjecture. Does the hardware actuate? Does the cryptographic prover output valid proofs? Are benchmark figures backed by verifiable logs and test sets?
Originality & Civilizational Value
Has the team explored a novel approach or creatively unified disparate fields? Does this artifact have the potential to seed an enduring open-source standard, academic paper, or venture?
Submit Your Solution
Submissions are evaluated through automated code review, benchmark reproduction, and blinded technical scrutiny. Review the mandatory submission artifacts below before lodging your entry.
Permissive open-source license (MIT, Apache 2.0, or dual). Must contain a detailed README with reproduction steps.
Structured abstract, system architecture, mathematical derivations or schematics, benchmark results, and failure bounds.
Walkthrough of working hardware, software CLI/GUI, or physical telemetry. No marketing hype or slide decks allowed.
Single command build: our evaluation cluster must reproduce your benchmarks with zero manual intervention.
Need a teammate or computing tokens? Registering unlocks our private builder network, Discord staging server, and sponsor API credits.