Archive for the ‘evolution’ category: Page 133
Mar 25, 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning
Posted by Alireza Mokri in category: evolution
We’ve discovered that evolution strategies (ES), an optimization technique that’s been known for decades, rivals the performance of standard reinforcement learning (RL) techniques on modern RL benchmarks (e.g. Atari/MuJoCo), while overcoming many of RL’s inconveniences.
In particular, ES is simpler to implement (there is no need for backpropagation), it is easier to scale in a distributed setting, it does not suffer in settings with sparse rewards, and has fewer hyperparameters. This outcome is surprising because ES resembles simple hill-climbing in a high-dimensional space based only on finite differences along a few random directions at each step.
Mar 22, 2017
Of man and machine: The evolution of transhumanism
Posted by Zoltan Istvan in categories: biotech/medical, evolution, transhumanism
Really good article by Dr. Kristin Kostick at Bayor College of Medicine. I’m excited to see #transhumanism spreading!
Dr. Kristin Kostick discusses LVADs, transhumanism, and how the integration of our bodies with technology can lead to longer, healthier lives.
Feb 13, 2017
Colonizing Mars could spark a new kind of frightening human evolution
Posted by Sean Brazell in categories: evolution, space
Feb 2, 2017
How breaks in DNA are repaired
Posted by Karen Hurst in categories: biotech/medical, evolution, genetics
Interesting read especially as we look at various areas including synbio and super humans.
The results are significant for gene therapy procedures and for our understanding of cell transformation. A team of researchers from the biology department at TU Darmstadt has discovered that the processes for repairing DNA damage are far more complex than previously assumed. The ends of breaks in the double helix are not just joined, they are first changed in a meticulously choreographed process so that the original genetic information can be restored. The results have now been published in the research journal Molecular Cell.
DNA, the carrier of our genetic information, is exposed to continual damage. In the most serious damage of all, the DNA double-strand break, both strands of the double helix are broken and the helix is divided in two. If breaks like this are not efficiently repaired by the cell, important genetic information is lost. This is often accompanied by the death of the cell, or leads to permanent genetic changes and cell transformation. Over the course of evolution, ways to repair this DNA damage have developed, in which many enzymes work together to restore the genetic information with the maximum possible precision.
As it stands today, there are two main ways of repairing DNA double-strand breaks, which differ greatly in terms of their precision and complexity. The apparently simpler method, so-called non-homologous end joining, joins together the break ends as quickly as possible, without placing particular importance on accurately restoring the damaged genetic information. The second method of repair, homologous recombination, on the other hand, uses the exactly identical information present on a sister copy to repair the damaged DNA with great precision. However, such sister copies are only present in dividing cells, as the genetic information has to be duplicated before the cells divide. But most cells in the human body do not undergo division, which therefore assigns them to the apparently more inaccurate method of end joining.
Jan 31, 2017
Earth And Moon May Be On Long-Term Collision Course
Posted by Bruce Dorminey in categories: energy, evolution, space
Nothing to fret about, but it is interesting that our Earth and Moon may end up colliding in the end. That’s long after our Sun has expanded as a Red Giant, but the implications for other earth-moon type systems are interesting.
For now, our anomalously large Moon is spinning away from us at a variable rate of 3.8 centimeters per year. But, in fact, the Earth and Moon may be on a very long-term collision course — one that incredibly some 65 billion years from now, could result in a catastrophic lunar inspiral.
“The final end-state of tidal evolution in the Earth-Moon system will indeed be the inspiral of the Moon and its subsequent collision and accretion onto Earth,” Jason Barnes, a planetary scientist at the University of Idaho, told me.
Continue reading “Earth And Moon May Be On Long-Term Collision Course” »
Jan 20, 2017
Making aptamers with biology’s help
Posted by Karen Hurst in categories: biological, engineering, evolution
Scientists simulate evolution in the lab by introducing mutations iteratively into biomolecules such as nucleic acids and selecting for desired properties. When carrying this process out specifically on RNA molecules, they can evolve the RNAs to bind specific small molecules. But many of these so-called aptamers don’t bind well to their targets when put inside cells because they don’t fold into stable structures.
“As we solved the structures of naturally occurring aptamers, we noticed they had much more complex secondary and tertiary structures” than versions made in the lab, says Robert T. Batey of the University of Colorado, Boulder. “So we decided to use these naturally occurring RNA folds as starting points” for producing more stable artificial aptamers.
To prove their concept, Batey and coworkers used RNA sequences from naturally occurring ribozymes and riboswitches as scaffolds to evolve aptamers that bind amino acids and other small molecules used to make neurotransmitters (Nat. Chem. Biol. 2017, DOI: 10.1038/nchembio.2278). The resulting aptamers are selective for these precursor molecules over structurally similar amino acids and the neurotransmitters themselves.
Jan 17, 2017
Messy Chemistry, Evolving Rocks, and the Origin of Life
Posted by Karen Hurst in categories: chemistry, evolution
Noted synthetic life researcher Steven Benner of Foundation for Applied Molecular Evolution is fond of pointing out that gooey tars are the end product of too many experiments in his field. His widely-held view is that the tars, made out of chemicals known to be important in the origin of life, are nonetheless a dead end to be avoided when trying to work out how life began.
But in the changing world of origins of life research, others are asking whether those messy tars might not be a breeding ground for the origin of life, rather than an obstacle to it.
One of those is chemist and astrobiologist Irena Mamajanov of the Earth-Life Science Institute (ELSI) in Tokyo. As she recently explained during an institute symposium, scientists know that tar-like substances were present on early Earth, and that she and her colleagues are now aggressively studying their potential role in the prebiotic chemical transformations that ultimately allowed life to emerge out of non-life.
Continue reading “Messy Chemistry, Evolving Rocks, and the Origin of Life” »
Jan 14, 2017
Body-Pierced Gadget Turns You Into a Human Compass
Posted by Bryan Gatton in categories: biotech/medical, evolution, internet, neuroscience, transhumanism
Liviu Babitz is not content waiting around for evolution to improve upon his human form. Like other transhumanists, Babitz believes that science and technology can take a person’s intelligence, physical performance and psychological state to the next level, all in less than the span of a single lifetime.
To that end, he helped develop North Sense, a small silicone gadget that detects magnetic north. This is not a GPS device, nor a tracker. It’s not even connected to the Internet nor any other network. This is a new sensory organ designed to be pierced to a person’s body and vibrate each time the wearer faces magnetic north.
The idea is that over time, the brain will assimilate the vibration into the everyday human experience, enhancing it. That will open a person up to a world that exists beyond his or her own current capabilities.
Continue reading “Body-Pierced Gadget Turns You Into a Human Compass” »
Jan 9, 2017
How CRISPR gene editing puts scientists in the driver’s seat of evolution
Posted by Steve Hill in categories: bioengineering, biotech/medical, evolution
CRISPR can help us end many diseases and guide evolution and is probably one of the most powerful tools we have recently added to our toolkit.
Imagine you could edit a mouse’s genes to be resistant to Lyme Disease. The mouse would breed and evolution would take its course, leading to the extinction of the disease. That’s the vision for scientists developing CRISPR, technology that allows scientists to rewrite the code of life. William Brangham talks to Michael Specter who wrote about CRISPR for The New Yorker.