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HyperSprints / BGI Sprint I

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BGI Sprint I

Completed

Jun 1 — Jun 28 · 3 tracks · 28 teams

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  3. Build
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🏆 Sprint Winners

The winning projects from BGI Sprint I

1st Place - Track 1

ThreadKeeper

Improvements to OmegaClaw

A configurable hybrid OmegaClaw architecture for open, decentralized, budget-aware agent orchestration. The primary control loop runs locally to maintain the thread and manage cost, while higher-capability cloud models are invoked only when a task needs specialized reasoning. Model choices stay configurable — no single-model dependency.

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1st Place - Track 2

Claw & Order

OmegaClaw in ASI: Create

We are building the "Omega Red-Team Workflow" for Track 3 (OmegaClaw in ASI: Create). It is a reusable, plug-and-play template that utilizes OmegaClaw as an adversarial alignment auditor. Before a user deploys a new agent, our workflow rigorously evaluates the proposed goal against standard BGI failure modes such as reward hacking, resource exhaustion, and negative externalities and automatically outputs a safety grade alongside a constrained, rewritten goal.

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1st Place - Track 3

উৎস Utsa

Improvements to OmegaClaw

Utsa (উৎস) remembers across weeks and matches people by what they need and what they offer. Post a #need or an #offer, and she connects you to the right person—holding the thread across time, not just within a single conversation. She turns a manual 'looking for group' channel into a living matchmaker. Built for the BGI ecosystem, starting in the community's own LFG channel. The weave holds.

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A month-long BGI builder sprint: form a team, pick a track, and ship a concrete artifact that makes Beneficial General Intelligence more practical, testable, and actionable. Three tracks around OmegaClaw.

The BGI Sprint is not a traditional coding-only hackathon. Code is welcome and encouraged, but it is not the only valid contribution.

The goal is to create useful artifacts that make Beneficial General Intelligence more practical, testable, understandable, or actionable.

Every team must produce a concrete artifact. Discussion is valuable, but discussion alone is not a valid final submission.

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