Once we sequenced the human genome, we'd know the cause of -- and therefore be able to help cure -- all diseases... Or so we thought. Turns out, 20,000 genes (and counting) didn't really explain why disease occurred. Sure, some could be explained by mutations in a single genome, but most, like cancer, are too damn complex. And while the focused, singular approach to understanding disease did yield some useful therapeutics, it's now reached its limits. It hasn't helped much on the diagnostics (and early detection) front, either. That's where a systems approach to bio comes in, drawing on machine learning techniques as well as a sort of "Moore's Law" for genomics that's driving costs down, and fast. We're now focusing on the 99% of the genome that hasn't really been understood yet in terms of how they affect the human body and disease. But what will it take for such an approach to succeed? For one thing, it involves building an applications layer on top of the sequencing layer -- so can we borrow lessons from how the computing industry (from chips to apps) evolved here? What are some of the constraints unique to the healthcare system? In this episode of the a16z Podcast, Freenome CEO and co-founder Gabriel Otte and a16z bio fund partners Vijay Pande and Malinka Walaliyadde (in conversation with Sonal Chokshi) talk all things genomics and disease from science to business, also covering recent news like Illumina to what's next beyond human genomics to future trends. Including what the ultimate, Elysium-like magical diagnostic machine is (hint: the magical is mundane!).

The most recent Oculus Connect event (the third and largest yet) has been lauded as bringing us closer than ever to the future promised for virtual reality or VR. There have been many hardware moves by many players, both recently and over the past year. Who's in it to win it? How far are we from the "holy grail" of headsets that will truly mainstream VR? Will the killer app -- or layer -- for VR be social? And is there enough enthusiasm and activity to get us past the "trough of disillusionment" that inevitably follows the "peak of inflated expectations" in the hype cycle for new technologies like VR? In this episode of the a16z Podcast, partners Chris Dixon, Benedict Evans, and Kyle Russell deep dive on all the gear and players in the VR ecosystem; the evolution of content beyond gaming (with a teeny hint at what a VR horror genre might look like); and how the high-end will push the medium forward for all. The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation. This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments and certain publicly traded cryptocurrencies/ digital assets for which the issuer has not provided permission for a16z to disclose publicly) is available at https://a16z.com/investments/. Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.