By Dr. Solomon Abebe, Professor
The first episode of this series established the Signal to Noise Ratio as a scientific framework for understanding the Amhara existential struggle and defined the signal as the disciplined, organized, and truth-based alignment of Fano, the Amhara people, and the reconstruction of Ethiopia as a lawful and just state. The second episode demonstrated that noise in the Amhara context is not an accidental byproduct of instability but a deliberate and engineered weapon. Noise is produced and deployed systematically to distort truth, fragment unity, erode trust, and exhaust resistance. Together, these two episodes clarified that the struggle for Amhara survival is fought not only through physical confrontation but also through control of meaning, coherence, and perception.
This third episode builds directly on that foundation. If noise is weaponized, then resisting it requires more than moral clarity or emotional resolve. It requires analytical discipline. In science and engineering, noise is an inherent feature of all real systems. It cannot be eliminated entirely. The objective is not silence or purity, which are neither realistic nor desirable, but functionality. Systems are designed to operate under noisy conditions by preserving sufficient Signal to Noise Ratio so that meaningful information remains intelligible and actionable. The Amhara struggle operates under similarly hostile conditions. The challenge is not to create a noise-free environment but to preserve signal integrity within a channel deliberately structured to degrade it.
Optical communication systems provide a particularly relevant and instructive analogy. In such systems, information is transmitted as modulated light through optical fiber. Even under ideal conditions, the signal degrades as it propagates. Light attenuates due to absorption and scattering within the medium. Optical pulses spread in time due to dispersion. The discrete nature of photons introduces shot noise. Thermal fluctuations and imperfections in detectors add further disturbances. None of these noise sources can be fully eliminated, even with advanced technology. Engineers do not abandon optical communication because noise exists. Instead, they design systems that tolerate noise, minimize its impact, and preserve detectability at the receiver. Resistance under genocidal conditions must adopt the same principle.
The Amhara resistance functions within a severely constrained environment. The Ethiopian state, structured under an ideology hostile to Amhara existence, functions as a degrading channel rather than a neutral medium. Information, coordination, and legitimacy are all distorted as they propagate through state institutions, media systems, diplomatic frameworks, and international narratives. Under such conditions, survival depends on understanding which forms of noise are unavoidable, which are deliberately injected, and which arise internally, and on applying filtering strategies that suppress interference without damaging the signal itself.
One of the most fundamental forms of noise in optical systems is attenuation. As light travels through fiber, its intensity decreases relative to the noise floor. Attenuation does not alter the content of the signal, but it weakens it, making it more vulnerable to distortion and loss. In the Amhara struggle, attenuation corresponds to the gradual weakening of the signal through sustained violence, mass displacement, trauma, economic destruction, and international indifference. Killings and repression are not only acts of physical violence; they are mechanisms that drain attention, resources, and morale. Over time, even truthful messages lose reach and impact as communities become exhausted and audiences turn away. Attenuation cannot be eliminated, but it can be compensated for through disciplined amplification that reinforces clarity rather than amplifying confusion. Undisciplined amplification raises noise along with signal and produces little net gain.
Dispersion represents another critical challenge. In optical transmission, dispersion causes different components of a signal to propagate at different speeds, broadening pulses until they overlap and become indistinguishable. The information is not false, but it loses structure. In the Amhara context, dispersion manifests as message fragmentation. Core objectives such as civilian defense, accountability for atrocities, and reconstruction of Ethiopia become stretched, diluted, or entangled with unrelated agendas. As messages propagate across regions, organizations, and diaspora platforms without synchronization, coherence degrades. Audiences receive fragments rather than a unified signal. Dispersion cannot be corrected by louder transmission. It requires structural alignment and disciplined repetition of core objectives.
Shot noise offers another instructive analogy. In optical systems, shot noise arises from the random arrival of discrete photons. It is fundamentally unavoidable and increases with signal activity. Increasing signal power increases absolute noise even as relative clarity improves. This principle carries a crucial lesson for resistance movements. More activity does not automatically produce more clarity. Emotional broadcasting, spontaneous mobilization, rapid reactions, and unverified claims increase total informational activity while often leaving the Signal to Noise Ratio unchanged or reduced. Random fluctuations in messaging, contradictory statements, impulsive accusations, and rumor driven reactions behave like shot noise. Such noise cannot be eliminated because human systems are composed of individuals rather than machines, but it can be statistically suppressed through discipline, verification, and sustained emphasis on core truths rather than constant novelty.
More dangerous than random noise is interference that mimics the signal itself. In optical communication, coherent interference overlaps spectrally and temporally with the signal, making separation extremely difficult at the receiver. In the Amhara struggle, this corresponds to narratives that adopt the language of unity, peace, reconciliation, or moderation while carrying content that neutralizes resistance and preserves violent structures. These narratives rarely deny suffering outright. Instead, they reinterpret it. They frame self-defense as extremism, justice as revenge, and survival as destabilization. Because such messages resemble the signal in tone and vocabulary, they are often amplified by well-intentioned actors. Scientifically, this is not background noise. It is structured interference designed to collapse the Signal to Noise Ratio from within.
Internal noise further degrades the system. In optical receivers, noise introduced at the detection stage can prevent accurate decoding even when transmission is strong. Similarly, internal dynamics within the Amhara community such as factionalism, ego driven conflict, opportunism, and public infighting introduce noise at the point of interpretation. Even when the signal is strong and truthful, internal noise can prevent coherent collective response. This form of noise is particularly destructive because it is often justified as passion, vigilance, or accountability, while quietly eroding trust, legitimacy, and coordination.
The scientific response to noise is filtering. Filters are not instruments of censorship. They are mechanisms designed to suppress interference while preserving the signal. In optical systems, filters target specific frequencies, temporal patterns, or statistical characteristics of noise. Translating this principle to the Amhara struggle requires ethical filtering based on consistency and accountability, organizational filtering based on discipline and verification, and informational filtering that prioritizes evidence over emotion and coherence over speed. Filtering does not require unanimity or silence. It requires functionality and strategic maturity.
Some noise will always remain. No filter is perfect. A movement that demands absolute unanimity or total silence will fracture itself. A movement that refuses to filter at all will drown in interference. Strategic maturity lies in accepting noise as an inherent condition while refusing to allow it to define the system. When noise is properly managed, the signal remains intelligible even within a hostile channel. Truth remains recognizable. Leadership becomes identifiable. Coordination becomes possible. External manipulation becomes less effective. The Signal to Noise Ratio rises not because noise disappears, but because the signal retains structure, coherence, and purpose.
This episode has established that noise management is not optional but essential for survival. Having defined the signal, exposed noise as a weapon, and shown how noise must be classified and filtered, the next episode will examine the most dangerous form of signal like interference in the Amhara struggle, false peace and premature negotiation. It will show how negotiation can function not as resolution but as signal corruption when justice, accountability, and structural change are absent.
References
Abebe, Solomon. Signal to Noise Ratio, A Scientific Framework for Understanding and Securing the Amhara Struggle.
Abebe, Solomon. Noise as a Weapon, How Distortion, Infiltration, and Deception Undermine the Amhara Struggle.
Editor’s Note : Views in the article do not necessarily reflect the views of borkena.com
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