“Now there's a planner → checker → revise loop. Plans don't execute until they pass verification.”

“Google’s 2025 Our Life with AI survey found people are using AI tools to learn new things.”

“"writing a book for Machine Learning no longer makes sense; a dynamic, evolving resource is the only way to keep up with the industry."”

“I firmly believe that in this era, maintaining a continuously updating ML lecture series is infinitely more valuable than writing a book that expires the moment it's published.”

“Crawl4AI is an open-source web scraping tool optimized for LLMs and RAG; Clean Markdown output and structured data extraction are standard features; It has gained over 57,000 GitHub stars and is rapidly gaining popularity in the AI developer community.”

“The best-fitting mass density model is found to faithfully reproduce the observed dependence of orbital momenta on apparent separation.”

“The paper focuses on the in-medium electromagnetic form factor, distribution amplitude, and the parton distribution function of the pion.”

“The Bayesian analysis demonstrates that the observational bounds are effective in significantly constraining the low-density region of the equation of state.”

“The tidal dephasing caused by the difference in tidal deformability and f-mode frequency is calculated and found to be undetectable by next-generation gravitational wave detectors.”

“Frozen stars contain neither curvature singularities nor event horizons. These frozen stars develop a critical horizon at a finite radius r_c, where -g_{tt} and 1/g_{rr} approach zero. The frozen star is indistinguishable from that of an extremal black hole outside r_c, and its compactness can reach the extremal black hole value.”

“Compact stars within 4DEGB gravity are systematically less compact and achieve moderately higher maximum masses compared to the GR case.”

“The equivalent width of the Li I absorption line suggests an age of $8.1^{+2.1}_{-3.8}$ Myr, while optical photometric data indicate stellar ages ranging from $\sim$1 to 14 Myr.”

“Moderate positive anisotropy can increase the maximum supported mass up to approximately $2.4\;M_\odot$ and enhance stellar compactness by up to $20\%$ relative to isotropic configurations.”

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“Stellar distances with Rubin's DP1”

“The paper states: "We recover many RRab groups associated with known Galactic GCs and derive the first RR Lyrae-based distances for BH 140 and NGC 5986. We also detect small groups of two to three RRab stars at distances up to ~25 kpc that are not associated with any known GC, but display GC-like distributions in all six parameters."”

“The oscillatory behavior of the redshift factor has a strong effect on the observed intensity profiles from accretion disks, producing a breathing-like image whose frequency depends on the mass of the scalar field.”

“The paper proposes a mechanism in which non-annihilating dark matter (DM) with non-gravitational interactions with the Standard Model (SM) particles accumulates inside Population III (Pop III) stars, inducing their premature collapse into BH seeds having the same mass as the parent star.”

“These systems may represent promising targets for future extrasolar planet searches around Sun-like stars due to their robust physical and orbital parameters that can be used to determine planetary habitability and stability.”

“At the 68% confidence level, the maximum dark matter mass is estimated to be 0.150 solar masses, with an uncertainty.”

“The paper finds that as the modification parameter increases, neutron stars grow in both radius and mass, and a 'frozen state' emerges, forming a critical horizon.”

“The $πN$ sigma term $σ_{πN}$, which denotes the contribution of explicit symmetry breaking, should deviate from its empirical values at vacuum. Specifically, $σ_{πN}\sim -600$ MeV, rather than $(32-89) m \ MeV$ at vacuum.”

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“In dense stellar fields, an increase in false positive identifications can be expected. For systems with large proper motion, there is a high probability of a false negative outcome.”

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“The early ``ledge'' feature observed in SN 2022acko have also been observed in other SNe II, suggesting that early-phase circumstellar interaction (CSI) is more common than previously thought.”

“The article's content would likely delve into the theoretical framework of vacuum birefringence, its impact on the polarization of X-rays, and the observational implications for understanding neutron star magnetospheres.”

“Increasing the $^{16}$O($^{16}$O, n)$^{31}$S reaction rate enhances the K yield by a factor of 6.4, and the predicted [K/Ca] and [K/Fe] values become consistent with observational data.”

“The first detections are likely within a few years, and that many are likely in the era of next generation detectors such as Cosmic Explorer and the Einstein Telescope.”

“The paper suggests that the first detection of continuous gravitational waves is likely with near future upgrades of current detectors if certain theoretical arguments hold, and many detections are likely with next generation detectors.”

“The classifier achieves an accuracy of 97.4 percent with strong class wise precision and recall.”

“Heavy DM would be able to thermalize and achieve capture-annihilation equilibrium within a massive star's lifetime... For non-annihilating DM, it would even be possible for DM to achieve self-gravitation and collapse to a black hole.”

“The study identified three Li thresholds based on IR excesses: about 1.5 dex for RGB stars, about 0.5 dex for HB stars, and about -0.5 dex for AGB stars, establishing a new criterion to characterise Li-rich giants.”

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“The study outlines a theoretical framework and reports tentative results showing how the shape of quantum vortices could be affected by the presence of a proton fluxtube.”

“The article's context revolves around simulations of facular magnetic fields on cool stars.”

“The paper demonstrates that a Casimir-like traversable wormhole can be naturally constructed within this framework.”

“The study focuses on the origin of sinusoidal brightness variations in F to O-type stars.”

“The paper concludes that the proposed models are in well-agreement with the conditions needed for physically relevant interiors to exist.”

“The article likely discusses the superradiant and dynamical spin-down processes of neutron stars.”

“The article focuses on numerical simulations of the circularized accretion flow in Population III star tidal disruption events.”

“The study confronts SDSS AGN hosts with IllustrisTNG and EAGLE simulations.”

“The open cluster NGC 5822 is the subject of the study.”

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“The research focuses on the transport of angular momentum in massive stars and the formation of slowly rotating WNE stars.”

“You'll need to hang on until January for more of the Kaitlin Olson-starring show.”

“The research focuses on high-redshift gravitational wave sources.”

“The research likely analyzes how galactic mergers and flybys influence the age distribution of stars.”

“The study uses deep learning to predict atmospheric parameters of hot subdwarf stars with synthetic and observed spectra.”

“The study focuses on Lyman continuum escape from in-situ formed stars in a tidal bridge at z = 3.”