Factlen Deep DiveCosmologyEvidence PackJul 5, 2026, 4:37 PM· 4 min read· #7 of 7 in science

DESI Data Challenges Foundational Cosmology: Dark Energy May Be Weakening Over Time

The largest 3D map of the universe ever created suggests that dark energy, the mysterious force driving cosmic expansion, may be losing its strength over time. The findings challenge the decades-old standard model of cosmology and could rewrite our understanding of the universe's ultimate fate.

By Factlen Editorial Team

Dynamic Dark Energy Proponents 40%Standard Model Defenders 30%Observational Cosmologists 30%
Dynamic Dark Energy Proponents
Believe the converging datasets provide compelling evidence for new physics beyond the cosmological constant.
Standard Model Defenders
Argue that the Lambda-CDM model has withstood decades of scrutiny and should not be discarded prematurely.
Observational Cosmologists
Focus on the unprecedented precision of the baryon acoustic oscillation measurements rather than theoretical interpretations.

What's not represented

  • · Theoretical Particle Physicists
  • · Alternative Gravity Theorists

Why this matters

If dark energy is weakening, it fundamentally rewrites the ultimate fate of the universe—shifting the long-term forecast from an eternal, accelerating expansion to a cosmos that could eventually slow down or even collapse.

Key points

  • The DESI collaboration has mapped 15 million galaxies to track the universe's expansion over 11 billion years.
  • Combined cosmic datasets suggest dark energy's anti-gravitational influence is weakening over time.
  • The findings challenge the Lambda-CDM standard model, which assumes dark energy is a constant force.
  • Statistical confidence currently sits between 2.8 and 4.2 sigma, short of the 5-sigma threshold for discovery.
  • If confirmed, the discovery could mean the universe will not expand forever at an accelerating rate.
15 million
Galaxies and quasars mapped in the 3-year dataset
11 billion years
Timespan of cosmic history tracked
2.8 to 4.2
Sigma confidence level for evolving dark energy
5,000
Robotic fiber-optic positioners on the instrument
0.3%
Chance of a 3-sigma result being a statistical fluke

For a quarter of a century, cosmologists have operated under a single, unifying assumption: the universe is expanding at an accelerating rate, driven by a relentless and unchanging force known as dark energy. This "cosmological constant," originally introduced by Albert Einstein, forms the bedrock of the Lambda Cold Dark Matter standard model.[2]

But the largest and most precise three-dimensional map of the universe ever constructed is now challenging that foundational premise. Data from the Dark Energy Spectroscopic Instrument suggests that dark energy is not a constant force after all. Instead, its anti-gravitational influence appears to be weakening over cosmic time.

If confirmed, this would represent a paradigm shift in our understanding of the universe, according to researchers at University College London who serve on the project's executive committee. The implications are profound, potentially rewriting the ultimate fate of the cosmos.

The core claim emerging from the data is that dark energy's density is actively evolving. Rather than remaining a static property of empty space, the measurements imply that its strength peaked billions of years ago and has been steadily declining in the current cosmic era.[1]

DESI data suggests dark energy density may not be constant, but rather weakening in the current cosmic era.
DESI data suggests dark energy density may not be constant, but rather weakening in the current cosmic era.

The evidence for this shift comes from the DESI collaboration, managed by the U.S. Department of Energy's Lawrence Berkeley National Laboratory. Utilizing the Nicholas U. Mayall 4-meter Telescope at Kitt Peak National Observatory in Arizona, the instrument mapped the precise locations of nearly 15 million galaxies and quasars over its first three years of operation.

By peering deep into space, astronomers are effectively looking back in time, tracking cosmic structures across 11 billion years of history. The instrument achieves this by measuring Baryon Acoustic Oscillations—subtle, frozen ripples in the distribution of matter left over from the plasma of the early universe.

These acoustic ripples act as a standard cosmic ruler. By measuring the apparent size of these ripples at different distances, and therefore different times, researchers can calculate exactly how fast the universe was expanding at any given epoch.

Taken in isolation, the instrument's standalone measurements are technically consistent with the standard cosmological model. However, the cracks in the paradigm appear when the new data is combined with other independent cosmic measurements.

Taken in isolation, the instrument's standalone measurements are technically consistent with the standard cosmological model.

When researchers integrate the new 3D map with data from the Cosmic Microwave Background, observations of exploding stars known as Type Ia supernovae, and weak gravitational lensing, the cosmological constant no longer fits perfectly. The combined datasets strongly prefer a model where dark energy's strength diminishes over time.

When DESI data is combined with other cosmic measurements, the preference for evolving dark energy reaches up to 4.2 sigma.
When DESI data is combined with other cosmic measurements, the preference for evolving dark energy reaches up to 4.2 sigma.

In particle physics and cosmology, the gold standard for a definitive discovery is a statistical significance of five sigma, meaning there is only a one in 3.5 million chance the result is a statistical fluke. Transparent uncertainty is crucial when evaluating these claims.

The current evidence for evolving dark energy sits between 2.8 and 4.2 sigma, depending on exactly which external datasets are combined with the primary observations. A three-sigma result indicates roughly a 0.3 percent chance of a fluke. While highly compelling, it is not yet definitive proof, and history is littered with anomalies that vanished as more data arrived.[1]

To mitigate human bias, the research team employed a blinded analysis technique. The scientists hid the final results from themselves while writing their analysis code, ensuring they could not unconsciously tweak their models to produce a more exciting outcome.

Measuring the invisible relies on a marvel of modern engineering. The telescope features a focal plane equipped with 5,000 robotic fiber-optic eyes, designed to capture light from thousands of distinct sources simultaneously.

DESI uses 5,000 robotic fiber-optic positioners to simultaneously capture the spectra of thousands of galaxies every 20 minutes.
DESI uses 5,000 robotic fiber-optic positioners to simultaneously capture the spectra of thousands of galaxies every 20 minutes.

Each robotic positioner targets a specific galaxy, capturing its light and feeding it into a bank of spectrographs. In just 20 minutes, the system collects the spectra of 5,000 objects, allowing it to calculate their redshift—how much their light has stretched as it traveled through the expanding universe.

If dark energy is indeed dynamic, theorists will need to look beyond the cosmological constant. One leading alternative is quintessence, a hypothetical scalar field that permeates space and changes over time, unlike the static energy of empty space proposed by the standard model.[1]

By measuring the frozen ripples of Baryon Acoustic Oscillations, astronomers can track the universe's expansion rate across 11 billion years.
By measuring the frozen ripples of Baryon Acoustic Oscillations, astronomers can track the universe's expansion rate across 11 billion years.

The ultimate fate of the universe hangs in the balance. Under the standard model, constant dark energy guarantees a "Big Freeze," where the universe expands forever until all stars burn out. But if dark energy is weakening, the expansion could eventually slow down, or even reverse. As the survey continues its five-year mission to map 50 million objects, the final answer may soon be within reach.[2]

How we got here

  1. 1998

    Astronomers discover that the expansion of the universe is accelerating, leading to the widespread acceptance of dark energy.

  2. May 2021

    The Dark Energy Spectroscopic Instrument officially begins its five-year survey to map millions of galaxies.

  3. April 2024

    The collaboration releases its first-year data, providing initial hints that dark energy might be evolving.

  4. March 2025

    A comprehensive three-year analysis strengthens the evidence for weakening dark energy, challenging the standard cosmological model.

Viewpoints in depth

Standard Model Defenders

Argue that the Lambda-CDM model has withstood decades of scrutiny and should not be discarded prematurely.

This camp emphasizes that the DESI data, when taken entirely on its own, remains consistent with a constant dark energy. They point out that combining datasets from different eras and instruments introduces complex systematic uncertainties. Until the evidence crosses the rigorous 5-sigma threshold, they maintain that the cosmological constant remains the most elegant and mathematically sound explanation for the universe's expansion.

Dynamic Dark Energy Proponents

Believe the converging datasets provide compelling evidence for new physics beyond the cosmological constant.

Researchers in this camp argue that the 2.8 to 4.2 sigma signal is too strong to ignore, especially because it emerges consistently when DESI is paired with multiple independent probes. They advocate for models like quintessence, where dark energy is a fluid or scalar field that evolves. For these theorists, the cracks in Lambda-CDM are not errors, but the first genuine clues to understanding the fundamental nature of the universe's largest mystery.

Observational Cosmologists

Focus on the unprecedented precision of the baryon acoustic oscillation measurements rather than theoretical interpretations.

This perspective highlights the monumental engineering and data-gathering achievement of the DESI project. By mapping 15 million galaxies with 5,000 robotic fibers, they have created a standard ruler of unmatched precision. For observational astronomers, the primary victory is the data itself; whether it ultimately confirms Lambda-CDM or proves dynamic dark energy, the 3D map provides the exact empirical foundation needed to resolve the debate over the next decade.

What we don't know

  • Whether the signal will reach the definitive 5-sigma threshold required for a formal discovery as more data is collected.
  • What physical mechanism or new particle could explain a dynamic, weakening dark energy field.
  • How this evolving dark energy model integrates with the established laws of quantum mechanics and general relativity.

Key terms

Baryon Acoustic Oscillations (BAO)
Subtle, frozen ripples in the distribution of matter, caused by sound waves in the early universe, which astronomers use as a standard ruler to measure cosmic distances.
Lambda-CDM
The standard model of cosmology, which assumes the universe is composed of ordinary matter, cold dark matter, and a constant form of dark energy.
Redshift
The stretching of a galaxy's light toward longer, redder wavelengths as it moves away, used to calculate how fast the universe is expanding.
Sigma
A statistical measure used by physicists to express confidence in a result; a 5-sigma result means there is only a 1 in 3.5 million chance of a fluke.
Quintessence
A theoretical model proposing that dark energy is not a constant property of space, but rather a dynamic field that changes over time.

Frequently asked

What is dark energy?

Dark energy is a mysterious, invisible force that makes up roughly 70% of the universe and is responsible for driving its accelerating expansion.

What is the cosmological constant?

Originally introduced by Albert Einstein, the cosmological constant is the idea that dark energy has a fixed density and is an inherent, unchanging property of empty space.

How does DESI measure the universe?

The instrument uses 5,000 robotic fiber-optic cables to simultaneously capture light from thousands of distant galaxies, measuring how much their light has stretched to create a 3D map.

What happens if dark energy is weakening?

If dark energy loses its strength, the universe's expansion might eventually slow down or even reverse, altering the long-held prediction that the cosmos will expand forever.

Sources

Source coverage

2 outlets

3 viewpoints surfaced

Dynamic Dark Energy Proponents 40%Standard Model Defenders 30%Observational Cosmologists 30%
  1. [1]PNASDynamic Dark Energy Proponents

    New maps of the universe suggest dark energy's strength has changed over time

    Read on PNAS
  2. [2]Factlen Editorial TeamDynamic Dark Energy Proponents

    Synthesis by Factlen editorial team

    Read on Factlen Editorial Team
Stay informed

Every angle. Every day.

Get science stories with full source coverage and perspective breakdowns delivered to your inbox.