For Scotia Baker, the work behind General Information Flow Tensor (GIFT) has always been as personal as it is theoretical. Her earliest ideas grew from a lifelong search for coherence across science, spirituality, and human behavior, and in recent months, that search has moved toward a more concrete milestone. Baker is preparing GIFT to be publicly available by Christmas 2025, supported by a new legal structure and an accessible introductory walkthrough designed to help people understand what the framework offers and how it applies to their own lives. “You only get one chance at a first impression,” she says. “I’m making sure all the knots are worked out before releasing it, because it matters.”
Much of Baker’s focus now sits in translating a complex idea into something usable for everyday decision-making. She emphasizes that the first step is not technical but reflective. “The first steps are not about downloading a program. The first step is the mirror,” she says. Her view is that affirmations, statements that reinforce personal truth rather than erase it, prepare people to engage with GIFT in a grounded way. Baker believes individuals often fear that large, unifying concepts overlook them, but her perspective is the opposite. “Even though I don’t know them, they do, and the universe does,” she says.
According to Baker, GIFT is a mathematical structure, a conceptual framework that affirms choices, free will, and the reality of right and wrong. At its core, GIFT organizes how information moves through the universe, whether that information is physical, ethical, or human. Baker describes it as a single equation that can map patterns across physics, astronomy, behavior, and decision-making. By measuring how truth, resistance, and intention interact, she explains, GIFT helps people understand whether an action aligns with moral clarity or drifts away from it. What draws many people in is its combination of rigor and accessibility, its ability to connect ideas across physics, astronomy, ethics, and personal conduct. For Baker, the aim is practical empowerment. “It’s guiding, and it helps people understand the moral weight behind their choices,” she says. “It gives individuals a way to examine whether an instinct or belief holds up when tested.”
Her message is neither accusatory nor abstract. She stresses that people often make mistakes simply because they know very little about another person’s circumstances. What matters, she says, is whether someone knowingly chooses to cause harm or seeks to avoid it. “It doesn’t let you hide in comfortable self-delusions,” she notes. “It shows you either you are right and acting morally based on the data you have, or you are doing it wrong.”
With the public launch approaching, Baker is establishing two key components: a legal framework for how GIFT can be used and a practical guide that helps newcomers understand the system. The legal structure includes a protective patent and a licensing approach designed to outline what responsible use looks like. “The intention is for public good,” she explains. “The license terms are very generous for very moral uses. This is trying to stop the madness and stop us from tearing ourselves apart.”
She notes that the licensing model is meant to encourage people and organizations to act with clarity and integrity, creating what she describes as a “race to the top.” At the same time, she acknowledges that the system brings a level of transparency that may feel uncomfortable for those operating in ways that conflict with its principles.
Still, the heart of her message remains affirming rather than punitive. Baker hopes readers come away with a renewed sense of agency. “Even small resistances to corruption, to wrong behavior, matter greatly,” she says. “We can affect massive change if we are willing to be radically honest with ourselves.”
As she continues preparing GIFT for public access, Baker emphasizes that the framework is built to strengthen, not overshadow, the individual. “We have tremendous power if we allow ourselves to make the changes,” she says. “The point is that who we are, and the choices we make, shape the world in ways that matter.”
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