Gravity claims a semantic layer is useful context but neither necessary nor sufficient for high-quality analytics because frontier models can work from well-described schemas and business context is required to explain metric importance and ownership.
Orion provides traceability by letting users select an output claim and view its source and lineage back to input data and transformations, then captures corrections as feedback compacted into memory or a knowledge base for reuse.
Orion supports partitioned deployments where multiple custom, guardrailed agents can be defined per audience or project with role-specific behavior and restricted access rules.
Homeschool Planning As High-Leverage Consumer Workflow
Jesse Genet uses frontier models to generate long-horizon homeschool progressions (such as a multi-lesson year plan) from a single high-level prompt, and she photographs owned educational materials so an agent can inventory them and reference supplies inside lesson plans.
Jesse Genet reports that multi-agent collaboration in a shared Slack channel required substantial training, that naive setups produce redundant parallel responses, and that reliable routing required maintaining name-to-bot-ID and channel-name-to-channel-ID maps in Obsidian; she also reports at least one identity confusion incident in Slack.
Jesse Genet prevents workflows from breaking by having agents codify working procedures into shared Obsidian-managed markdown process files after a task works for the first time.
Lower confidence
Human-Factors Risk: User Delusional Belief Formation From Simple Software
Very short exposure to a relatively simple computer program can induce powerful delusional thinking in otherwise normal people.
The observation about brief exposure to a simple computer program inducing delusional thinking is attributed to Joseph Weizenbaum and dated to 1976.
Human Factors: Over-Trust And Delusion Risk From Conversational Software
Very short exposure to a relatively simple computer program can induce powerful delusional thinking in otherwise normal people.
The observation that brief exposure to a simple computer program can induce delusional thinking is attributed to Joseph Weizenbaum and dated to 1976.
User Over-Trust And Delusional Belief Formation From Brief Human-Software Interaction
Very short exposure to a relatively simple computer program can induce powerful delusional thinking in otherwise normal people.
The observation that brief exposure to a simple program can induce delusional thinking is attributed to Joseph Weizenbaum and dated to 1976.