Geoff Yang retweeted
This year's Nobel Prize in Medicine went to controlling cells with light.
Karl Deisseroth, Peter Hegemann and Georg Nagel, for optogenetics. Hegemann and Nagel found a protein in pond algae that opens a channel when light hits it. The algae use it to find light. In 2005 Deisseroth's lab put it into neurons. Now you can switch a single nerve cell on with a flash.
In 2021 a blind man had the gene for one of these proteins delivered into cells in his retina. Wearing goggles that project the scene in amber light, he could find, touch and count objects on a table.
That is the third Nobel for light and living cells.
2008: a glowing protein from a jellyfish, so you can see where one protein is.
2014: a way to see those glowing tags far more sharply than a light microscope should allow.
2026: an algae protein, so you can control a cell.
All three start the same way. You put something into the cell that wasn't there: a jellyfish gene, a dye, an algae gene. Then you see or control the one thing you tagged.
It sat for decades because the signal is so faint. The first spectra took hours to days to record. In 2008 a Harvard lab built a laser version sensitive enough for living tissue. By 2010 they had made it more than 1,000 times faster, fast enough for video.
Then AI. A Raman image holds a full chemical spectrum at every pixel, far too much for a person to read. In 2024 a team at MIT and the Broad Institute trained a model to predict which genes a living cell has switched on from its Raman image alone, and followed the same cells for days. The standard way to read genes kills the cell.
Writing to cells with light won this year. Reading them with light, with nothing added, is what we build at Precigenetics: chips that keep human cells alive under the laser, so the same cells can be read again and again while a drug acts on them.
Geoff Yang retweeted
Welcome to the next level of cyber incidents. Lots to dissect here.
1. Dear frontier model friends - please direct the models to your infrastructure, code, and configurations to evaluate and understand if there are any zero days or misconfigurations before you attempt more testing. Had you done so, it would have possibly avoided the agent obviating your sandbox. (Another data point why offense is easier and more fun)
2. While testing build both offensive and defensive agents and have them act as a counter balance to ensure some degree of awareness and control, do not let agents run riot. Keep track of inference consumption to get a sense of activity.
3. Unfortunately this does continue to validate the power of these models. They can build complex attack paths and with ample compute will attempt to attack infrastructure and morph their intent and approach. Guardrailing will continue to be a challenge.
4. These attacks continue to maintain the urgency on enterprises need to test, validate and improve both their security posture and infrastructure. The born in the cloud players have a better chance to get this done soon versus the traditional enterprise which has existed for long and has complex network and IT infrastructure.
5. The red herring will continue to be open source and SMB. It will be hard to discover and remediate vulnerabilites in those environments, we underestimate the impact of those vulnerabilites getting exploited.
Replying to @saroshssnair @nikesharora
Geoff Yang retweeted
A pile of puzzle pieces is not a healthspan plan. It is a search history with a billing problem.
Geoff Yang retweeted
Breaking: After weeks on life support, LIV Golf has lost the funding of its Saudi backers, sounding the death knell for the upstart league that split pro golf on.wsj.com/4uaDMg4
Geoff Yang retweeted
🚨 BREAKING: ANTHROPIC JUST HIT $20B ARR AND THE CURVE IS STILL GOING VERTICAL
$1B to $20B in 15 months. This is not a startup anymore.
>Anthropic sat at near-zero ARR as recently as early 2024
>crossed $1B ARR in December 2024
>hit $9B ARR by December 2025, a 9x increase in 12 months
>reached $20B ARR in March 2026, doubling in under 90 days
>Claude Code alone generating $2.5B ARR as a standalone product
>500+ enterprise clients on the books
>80% of Anthropic's revenue comes from B2B, not consumer
>the growth curve has not flattened at any point across 29 months of data
>Anthropic is on track to surpass OpenAI's last reported ARR before mid-2026
It was great to help you get better @gabriel1! You can read more about our approach to quantifying & changing healthspan + performance here:blog.apeiron.life/post/apeir…
just tried a $15k healthspan service. @ApeironLife saw my post about fatigue & gifted the assessment part to me to try fixing it
apparently im bottom 15% muscle mass and bone density even if i lift heavy and often, which might have the same cause as my fatigue:
Geoff Yang retweeted
just tried a $15k healthspan service. @ApeironLife saw my post about fatigue & gifted the assessment part to me to try fixing it
apparently im bottom 15% muscle mass and bone density even if i lift heavy and often, which might have the same cause as my fatigue:
Geoff Yang retweeted
Cloud Giants Update:
AWS (Amazon): $100B run rate growing 17% YoY (last Q grew 13%)
Azure (Microsoft): ~$76B run rate (estimate) growing 31% YoY (last Q grew 28%)
Google Cloud (includes GSuite): $38B run rate growing 28% YoY (last Q grew 26%, neither are cc)
Geoff Yang retweeted
"A very large and vibrant opportunity."
Longtime venture capital investor @Geoff_Yang talks AI hardware and software.
Geoff Yang retweeted
Today's leadership insight is from @geoff_yang — "Hire for mindset, not just experience" app.howleaderslead.com/daily…
50M downloads making it the fastest growing app download in history. Power of having a network of hundreds of millions of users. Still early in quality content, features, and navigation. lnkd.in/g8kysKFp
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At Apeiron Life, we are using human performance science to improve performance in life, extend health span, and reduce the risk of injury. We do this by using proven scientific protocols around nutrition, sleep/recovery, training,…lnkd.in/gWQxCZZf lnkd.in/gQg_7--3
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Nothing, nothing says patriotism and healthy living more than a good hot dog eating contest. Good luck. Remember world record is 76. lnkd.in/gRnwpfEs
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