Earth

Should Plant-Based Meat Replace Beef Completely? (pbs.org) 669

Long-time Slashdot reader tcd004 writes: Is beef still "what's for dinner?" Plant-based meat substitute startups say they could provide enough protein to feed the world using only 2% of the land on Earth, dramatically reducing the resources required to create beef products. And adopting plant-based burgers could help reduce heart disease, protect water resources, and stop deforestation. But Beef producers say no laboratory can beat a steer's ability to turn plant-based nutrition into tasty protein, and animals are the best source for natural fertilizer to grow crops. There's a coming war for your dinner plate. Who will prevail?
AI

CMU Researchers Reveal How Their AI Beat The World's Top Poker Players (triblive.com) 36

2017 began with an AI named "Libratus" defeating four of the world's best poker players. Now the AI's creators reveal how exactly they did it. An anonymous reader quotes the Pittsburgh Tribune-Review: First, the AI made the game easier to understand. There are 10**161 potential outcomes in the game of poker -- that's a one followed by 161 zeros, potential outcomes in a game of poker. Libratus grouped similar hands, like a King-high flush and a Queen-high flush, and similar bet sizes to cut down that number. Libratus then created a detailed strategy for how it would play the early rounds of the game and a less-refined strategy for the final rounds. As the game nears the end, Libratus refined the second strategy based on how the game had gone.

A third strategy was at work as well. In real-time, Libratus created another model based on how its play stacked up against the play of the humans. If the humans did something unexpected to Libratus, the AI accounted for it and built it into the strategy. Instead of trying to exploit weaknesses in the play of the human, Libratus focused on improving its play.

The AI was created by a computer science professor at Carnegie Mellon University and his Ph.D. student, who argue in a new paper that "The techniques that we developed are largely domain independent and can thus be applied to other strategic imperfect-information interactions, including non-recreational applications."

"Due to the ubiquity of hidden information in real-world strategic interactions, we believe the paradigm introduced in Libratus will be critical to the future growth and widespread application of AI."
Space

Wired Publishes Fake Christmas Letter By Elon Musk (wired.com) 32

Wired's transportation editor just published what he's calling "Elon Musk's Christmas letter" touting the accomplishments of Musk's "family" of companies, "thanks to an anonymous tipster." (Though the story's photo caption suspiciously calls it "an absolutely real and totally not made up holiday message," and at the very bottom of the piece it's tagged as "satire" -- a word which also appears at the end of its URL.)

SpaceX (age 15) Man these companies grow up fast. SpaceX didn't just successfully launch its 12th resupply mission to the International Space Station this summer, it upped its ambitions with a pretty detailed plan for colonizing Mars. (OK, as long as it comes home for Thanksgiving and Christmas!) The scheme involves an Interplanetary Transport System the company calls the BFR, or Big Fucking Rocket (you wonder where they get their sense of humor!), which it will definitely have built in just five years.

Tesla (age 14) After promising to start deliveries of its affordable Model 3 sedan this summer, my little automaker went all the way to production hell to make it happen. And boy is the car a wonder, with its huge glass roof, innovative touchscreen interface (so long, dashboard), and all the acceleration you know to expect from Tesla. I'm sure the 400,000 people who have pre-ordered one will agree whenever they get theirs...!

OpenAI and Neuralink (ages 2, 1) I've always thought we should merge our brains with computers, and I'm so glad two of my youngest are dedicated to making it happen... Maybe it'll even find the time to help big brother Tesla with that AI chip it's making for Autopilot.

The Boring Company (age 1) Celebrated its first birthday this month...! Boring knows my views on public transit, and has reassured me these tunnels will be for fancy hyperloops and private cars on electric sleds, only...

So, my friends and fans, comrades and competitors, investors short and long, my best tidings. May your lives be as rich, electrifying, and ambitious as ours.

For its 13th resupply mission of the ISS on December 15th, (the real) SpaceX used a recycled rocket, and Friday (the real) Elon Musk jokingly tweeted a video of the weird trail left behind by SpaceX's latest rocket launch with the caption, "Nuclear alien UFO from North Korea." By late Saturday he'd posted an update. "Having a sinking feeling that most people actually do think it was aliens..."

"So strange that people often believe things inversely proportionate to the evidence."
Biotech

Days Before Christmas, Theranos Secures $100 Million in New Funding (fortune.com) 96

An anonymous reader quotes Fortune: Call it a Christmas miracle -- albeit of a rather perverse sort. Theranos, the digraced medical-technology startup that infamously inflated the capabilities of its devices, has secured $100 million in new funding in the form of a loan. The loan, reported by the Wall Street Journal, will come from Fortress Investment Group. Fortress, whose other underdog bets include a private passenger rail line under construction in Florida, is set to be acquired by Japan's SoftBank. Theranos was reportedly on the verge of bankrutpcy...

By the end of 2016, the company reportedly still had $200 million in cash on hand, but had sharply limited prospects for attracting more capital. It has since settled a major lawsuit with Walgreens, a former client, for an undisclosed but likely substantial sum. According to the Journal, the Fortress loan is expected to keep Theranos solvent through 2018. That will give the company more time for its ongoing effort to reboot as a medical device manufacturer, rather than a testing service.

The loan is conditional on "achieving certain product and operational milestones," notes Fortune, adding "It's unclear whether those might include positive outcomes for the multiple investigations and lawsuits still facing the company."

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