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Indeed calculates the index change in seasonally-adjusted job postings since February 1, 2020, the pre-pandemic baseline. Indeed seasonally adjusts each series based on historical patterns in 2017, 2018, and 2019. Each series, including the national trend, occupational sectors, and sub-national geographies, is seasonally adjusted separately. Indeed switched to this new methodology in December 2022 and now reports all historical data using this new methodology. Historical numbers have been revised and may differ significantly from originally reported values. The new methodology applies a detrended seasonal adjustment factor to the index change in job postings. For more information, see Frequently Asked Questions regarding Indeed Data.

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In a new study published in Physical Review Letters, scientists have discovered a novel approach to detecting the quantum properties of a system by simply using heat as a witness, requiring no direct measurement of the quantum system itself.

The study proposes connecting thermodynamics with , drawing inspiration from the concept of Maxwell’s demon.

The concept proposed in the 19th century involves an imaginary entity, Maxwell’s demon, that can sort gas molecules by their velocities inside a closed box, seemingly violating the second law of thermodynamics.

The northern lowlands of early Mars could have contained a significant quantity of liquid water. However, the ocean hypothesis remains controversial due to the lack of conclusive evidence from the Martian subsurface. We use data from the Zhurong Rover Penetrating Radar on the southern Utopia Planitia to identify subsurface dipping reflectors indicative of an ancient prograding shoreline. The reflectors dip unidirectionally with inclinations in the range 6° to 20° and are imaged to a thickness of 10 to 35 m along an uninterrupted 1.3 km northward shoreline-perpendicular traverse. The consistent dip inclinations, absence of dissection by fluvial channels along the extended traverse, and low permittivity of the sediments are consistent with terrestrial coastal deposits—and discount fluvial, aeolian, or magmatic origins favored elsewhere on Mars.

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I just saw “Companion” which is set in a world about 20 years in the future and it was the first movie in quite a while that had a solid plot. I find most movies pretty frustrating as they focus on special effects instead of a coherent plot.

The less you know before you see the movie, the better. Avoiding the trailer is recommended.


Companion: Directed by Drew Hancock. With Sophie Thatcher, Jack Quaid, Lukas Gage, Megan Suri. A weekend getaway with friends at a remote cabin turns into chaos after it’s revealed that one of the guests is not what they seem.

In today’s AI news, Meta, the parent company of Facebook, and other leading social media platforms, is looking to raise as much as $35 Billion to build data centers in the US. Apollo Global Management Inc., an alternative asset manager has discussed providing a major part of the financing, said the people, who asked not to be identified. KKR & Co. is also a part of the investor group.

In other advancements, With so much software now getting written by AI, having a window into its security can be a challenge. That’s the premise of Archipelo, a San Francisco-based cybersecurity startup that is today emerging from stealth with $12 Million in funding. Archipelo’s pitch is that it has a platform for “Developer Security Posture Management” (DevSPM).

S integration with Suno, you can turn simple, creative requests into songs. ‘ + And, In its annual letter, payments giant Stripe declared that it was “seeing an AI boom” with its data, revealing that artificial intelligence startups are growing more rapidly than traditional SaaS companies have historically. In a chart, Stripe showed that the top 100 AI companies were able to achieve $5 million in annualized revenue in 24 months in 2024 compared to the top 100 SaaS companies taking 37 months.

In videos, ever wondered how to enhance your AI performance? IBM’s Susan Eickhoff shows how to boost AI performance using an ensemble of models, combining traditional AI and large language models. Learn structured data analysis and dynamic prediction methods.

And, since its launch in 2020, Project Aria has propelled research across the world to advance the state of the art in machine perception and AI, through access to cutting-edge research hardware and open-source datasets, models, and tooling. Today, Meta is excited to announce the next step in this journey: the introduction of Aria Gen 2 glasses.

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Is the key to understanding our universe hidden in its mirror image? Are the answers cosmologists seek much simpler than we think? And can we explain the origin of the universe without inflation?

Here today to share his bold new theory is the renowned physicist and cosmologist Neil Turok. Neil, who specializes in mathematical and early-universe physics, is the Higgs Chair of Theoretical Physics at the University of Edinburgh and Director Emeritus of the Perimeter Institute for Theoretical Physics. Recently, he’s been getting a lot of attention for proposing a simpler, more testable cosmological model that replaces inflation with a CPT-symmetric Mirror Universe, explaining dark matter, cosmic flatness, and density variations without adding unnecessary complexity.

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Timestamps:
00:00 — New Chip Explained.
13:40 — How it compares to GPUs.

The videos I mentioned:
Reversible Computing • New Computer Chip is Defying the Laws…
Probabilistic Computing • Future Computers Will Be Radically Di…

My course on Technology and Investing ➜ https://www.anastasiintech.com/course.

Microsoft have announced a quantum breakthrough – the Majorana 1 chip. But what is it and what does it really mean for the future of quantum computing?

Nature paper.
https://www.nature.com/articles/s4158… announcement: https://news.microsoft.com/source/fea… Check out ‪@domainofscience‬ ‘s awesome video: • Microsoft’s Topological Quantum Compu… 0:00 Microsoft Announces World’s First Topological Qubit 1:19 The Problem with Normal Quantum Computers 6:47 How Do You Build a Quantum Computer? 14:54 What Do You Actually Do with a Quantum Computer? 18:33 Addressing the Majorana 1 Concerns 🚀 🚀 I help scientists and investors tackle the World’s biggest challenges: EMPIRICAL VENTURES: https://empiricalventures.vc 🤘👨‍🔬 ROCKSTAR SCIENTIST Merch: https://www.rockstarscientist.org/ 📸 INSTAGRAM / drbenmiles 🚀 JOIN US for members-only content: / drbenmiles A few people have asked so I’ve added the info below. Some of these are affiliate links. If you make a purchase it doesn’t cost you anything extra, but a percentage of the sale will help support this channel and my work to bringing entrepreneurship into science. Camera : Sony A7III https://amzn.to/3OWrmGd Lens: Sigma 402,965 16 mm F1.4 https://amzn.to/49BNJdq Mics: Shure SM7B • Scientists Just Created World’s First… Zoom H4n Pro https://amzn.to/3OXsklB Sennheiser AVX https://amzn.to/4geWnBi.

Microsoft announcement:
https://news.microsoft.com/source/fea

Check out ‪@domainofscience‬‘s awesome video: