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Lilian Weng released a detailed blog post on her Lil'Log explaining scaling laws, optimal compute allocation between data and model size, discrepancies between Kaplan et al. and Chinchilla findings, and challenges in extrapolation due to data limits and fitting details. The post, her first in over three years, covers topics including neural scaling universality, submodularity in scaling laws, and comparisons to recent works such as Farseer and Gemstones.

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University of New South Wales associate professor John Attridge shared on Thursday that his students lack familiarity with 1990s classics like Pulp Fiction and The Matrix, fueling widespread agreement that streaming algorithms and curated viewing have replaced casual discoveries from cable or VHS. Celebrities like Ellen Barkin and comedian Chris Evans joined in, reminiscing about channel-surfing childhoods that built broad pop culture knowledge. While some counter that Gen Z's cinephilia thrives on platforms like Letterboxd and drives record cinema attendance, the talk highlights a shift from shared references to personalized feeds.

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A professor watched his Gen Z students stare blankly at mentions of Pulp Fiction and The Matrix, prompting him to question if film literacy has hit a low.

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Renjun's music video for 'Echoes Between Us' (同谋者的默契) reached over 300,000 views on YouTube shortly after release. The track debuted with 118,189 streams on Spotify and peaked at #185 on Thailand's Top Songs Chart with 35,662 streams.

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Suga, also known as Agust D and Min Yoongi of BTS, shared a selfie on his Instagram Story.

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Sergi Roberto, 34, spent two seasons at Como after leaving Barcelona, where he captained the side and played 33 Serie A games during their meteoric ascent to fourth place and Champions League football. Alberto Moreno, 33, made 43 appearances after joining from Villarreal, scoring twice, but his contract extension was not activated. Como finished with 71 points, ahead of AC Milan and Juventus, on a modest wage bill under Cesc Fàbregas. Moreno wants a La Liga return, while fans from Barcelona and Liverpool share nostalgia for the veterans' careers.

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Sergi Roberto looked back on Como's incredible rise from Serie B promotion to Champions League dreams coming true. Now, he and teammate Alberto Moreno step away as free agents.

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A pull request for the Bitcoin Knots fork introduces Lua-based heuristics to score and reject spam in OP_RETURN transactions, countering techniques like Ordiknots that evade current filters. Proponents, including Knots maintainer Luke Dashjr, argue it helps preserve Bitcoin as a monetary network by addressing non-financial data payloads. Bitcoin Core contributor Peter Todd criticizes the proposal as enabling subjective censorship and potential centralization, similar to OFAC compliance issues. This development highlights the ongoing policy divide between Bitcoin Core's relaxed OP_RETURN limits and Knots' stricter spam controls, with Knots adoption at 15-20% of nodes.

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Bitcoin Knots developers unveil Lua scripting to filter out evolving OP_RETURN spam tactics, but prominent voices warn it risks centralizing Bitcoin's node policies.

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As global ambassador for Korean beauty brand TIRTIR, BTS member Kim Taehyung, known as V, stars in ads promoting the new Sun Bouncy Glow Lip Balm SPF30 in 'burnt maple.' The displays have appeared citywide ahead of BTS's 'ARIRANG' World Tour concerts on June 12 and 13 at Busan Asiad Main Stadium, coinciding with the group's 13th debut anniversary on June 13. Fans call it a perfect welcome-home touch, with sold-out tickets and worldwide cinema screenings adding to the excitement.

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Taehyung's striking face beams from billboards and subways across Busan, holding a red orb in sleek black attire—just days before BTS's hometown shows.

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In the 25-lap feature at Volusia Speedway Park, Macri drove his J&S Classics No. 39M from fourth to first, fending off Ashton Torgerson's charge from sixth to second and David Gravel's push for third. Carson Macedo and Daryn Pittman finished fourth and fifth, while Chris Windom surged from 21st to seventh on the high-banked half-mile. The win marked Macri's ninth career Outlaws triumph and second at Volusia this season, capping the Bike Week Jamboree where sprint cars and motorcycles shared the historic Barberville oval.

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Anthony Macri, the Pennsylvania 'Concrete King,' grabbed the lead on lap 14 and held off challengers to claim a $12,000 victory under the Florida lights.

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As global ambassador for Korean beauty brand TIRTIR, BTS member Kim Taehyung, known as V, stars in ads promoting the new Sun Bouncy Glow Lip Balm SPF30 in 'burnt maple.' The displays have appeared citywide ahead of BTS's 'ARIRANG' World Tour concerts on June 12 and 13 at Busan Asiad Main Stadium, coinciding with the group's 13th debut anniversary on June 13. Fans call it a perfect welcome-home touch, with sold-out tickets and worldwide cinema screenings adding to the excitement.

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Taehyung's striking face beams from billboards and subways across Busan, holding a red orb in sleek black attire—just days before BTS's hometown shows.

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At Evolve Succession III, streamed on Tubi Wednesday night, powerhouse Nikkita Lyons—real name Faith Jefferies—defeated defending champion Wendy Choo to capture her first WWE championship after a hard-fought match. The Florida native, known as the 'Lyoness' for her mystic feline style, celebrated with a triumphant post: 'KISS MY GRAAASSSSSS 😽🍃🔮.' Backstage, NXT GM Robert Stone and peers like Arianna Grace showered her with praise, while fans pushed for Choo's next-level promotion after her solid 70-day reign.

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Nikkita Lyons unleashed her signature spinning front kick, dropping Wendy Choo flat and claiming the WWE Evolve Women's title amid roaring fans in the NXT Arena.

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The band's social media shared striking photos of drummer Ashton Irwin rocking a custom bass guitar ahead of their Everyone's A Star World Tour concert at Dickies Arena in Fort Worth, Texas. Fans lit up with reactions like 'holy shit i'm (s)creaming' and 'oh that's papa,' praising his tattoos, curls, and confident vibe in outfits from sheer shirts to kilts. These shots from recent stops like Austin build hype for the North American leg supporting their 2025 album, with the band teasing their playful boyband energy and hoping to snag boyband of the year again.

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Ashton Irwin cradles his vibrant pink-and-green bass, blonde curls glowing under pink stage lights, sending 5 Seconds of Summer fans into a whirlwind of excitement just before tonight's tour stop.

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Tropical Storm Cristina formed Monday in the Eastern Pacific, the season's third named storm, located about 75 miles west-southwest of Managua, Nicaragua, with 45 mph winds. It's expected to meander north through Thursday, bringing 4 to 8 inches of rain—possibly up to 12 inches in spots—to coastal Nicaragua, El Salvador, Honduras, and Guatemala. Meanwhile, Boris drifts toward landfall in Mexico's Guerrero state southeast of Acapulco, also packing 45 mph winds and threatening 4 to 10 inches of rain with life-threatening flooding risks. The U.S. Embassy in Nicaragua urged preparation, as rainfall poses the biggest hazard to millions in the region amid a busier-than-average season start.

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Two tropical storms are inching along the coasts, poised to dump inches of rain that could spark dangerous floods and mudslides across southern Mexico and Central America.

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During the wedding at a marquee near Albert Square, Ross accused Vicki of cheating with Zack after the best man sowed doubts fueled by his own jealousy over ex Whitney Dean. Vicki's fling started after trauma from Ross's son Joel's attack, and though Ross had forgiven her without knowing the truth, Zack's hints led to a explosive confrontation. Ross stormed out and elbowed Zack outside the café as Vicki and her half-brother Mark watched, leaving fans cheering the punch and branding Zack selfish. Tomorrow's episode teases Vicki's desperate bid to win Ross back.

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Mid-ceremony, Ross Marshall stared down his bride Vicki Fowler and best man Zack Hudson, her silence confirming the betrayal in front of shocked guests.

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Matheus Camilo knocked down Nazim Sadykhov with a right hand and finished with ground and pound for a TKO victory at 1:31 of Round 1 during UFC Baku. The win occurred in Azerbaijan against the local fighter.

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The promotion for Kangmin's solo single album *Free Falling*, releasing March 26, includes random tickets in physical copies bought from Mnet Plus Shop: a pink ticket for a 1:1 date with him, gold for private Han River outings in a 'marine look,' and black for movie dates. Fans mobilized against the idea, tagging Jellyfish Entertainment to demand cancellation, citing risks from sasaengs—obsessive stalkers—and the parasocial nature of idol-fan bonds. While some see group events as standard fanmeets, the solo pink ticket drew sharp criticism as predatory; the agency has not responded as sales begin March 24.

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Kangmin's fans lit up social media after his agency announced a 'Lucky Ticket' event promising one-on-one dates with the idol as album prizes. Many called it unsafe and exploitative, worrying about obsessive fans and artist safety.

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