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India’s Yash Raj Films Backs Rusk Media in Vertical Entertainment Push (EXCLUSIVE)
Yash Raj Films has made a strategic investment in Rusk Media, the digital-first entertainment company behind the Alright! TV platform that specializes in original content for Gen Z and Gen Alpha audie...
Private Selection chicken breast product target of health alert
The U.S. Department of Agriculture wants people who may have purchased a variety of Private Selection raw boneless chicken breasts to check their freezers or refrigerators in case they still have them.
Private Selection chicken breast product target of health alert
The U.S. Department of Agriculture wants people who may have purchased a variety of Private Selection raw boneless chicken breasts to check their freezers or refrigerators in case they still have them.
Eat, Sip, Shop: New businesses bring unique products, services to Bethlehem’s Main Street
Whether you’re shopping for toys, games and puzzles or jewelry, home decor and pet treats and accessories, a variety of new retailers on downtown Bethlehem’s Main Street have you covered.
Lloyd Kaufman on How Iconic Troma Entertainment 'Birthed' the MCU
Lloyd Kaufman on running the world's longest-running indie studio, MCU influence, 'Crime and Punishment' adaptation 'The Power of Positive Murder'
Coalition of Asian Pacifics in Entertainment Announces New Cohort
The Coalition of Asian Pacifics in Entertainment (CAPE) has announced their Emerging Executives Committee for 2026.
Moderna highlights expanding mRNA platform at Science Day
Moderna's Horizon programme contains a variety of mRNA assets in varying stages of development, including a preclinical in vivo candidate.
Strictly Business Cannes Lions: Deloitte, AWS, Sony Execs on AI and Tech Adoption
Variety Strictly Business Podcast Live presented by AWS & Deloitte featured Deloitte's Michelle McGuire, AWS's Ruba Borno, and Sony Pictures Entertainment's Pete Wood.
Strictly Business Cannes Lions: Deloitte, AWS, Sony Execs on AI and Tech Adoption
Variety Strictly Business Podcast Live presented by AWS & Deloitte featured Deloitte's Michelle McGuire, AWS's Ruba Borno, and Sony Pictures Entertainment's Pete Wood.
Cannes Lions Entertainment Awards: Adidas Takes Home Grand Prix for Oasis ‘Original Forever’ Collaboration
The 2026 Cannes Lions International Festival of Creativity recognized the best creative campaigns across entertainment, design and craft categories. Sports apparel and footwear maker Adidas’ tie-up wi...
Cannes Lions Entertainment Awards: Adidas' Oasis Collab Wins Grand Prix
The 2026 Cannes Lions International Festival of Creativity winners across entertainment, design and craft categories were announced. Sports apparel and footwear maker Adidas' tie-up with English band Oasis winning the top prize in the Entertainment Lions category.
Karl Stefanovic Speaks Out on Nine Exit After Tommy Robinson Scandal
The 'Today' host declares himself 'free' in a YouTube statement after Nine ends his contract following a deleted Tommy Robinson podcast episode.
Dunleavy vetoes some health and education increases approved by Alaska lawmakers
Alaska Gov. Mike Dunleavy canceled funding increases for a variety of state health and education programs on Wednesday, vetoing a combined $57.8 million in general-purpose money from state budget bills passed by the Legislature.
Sean Hannity Explains Puffy Face in Health Update Amid Viewer Concern
Sean Hannity gave a health update after viewers expressed concern about his puffy face and raspy voice in recent Fox News telecasts.
Wilmer Valderrama Launches Social Media Marketing Company
Wilmer Valderrama‘s WV Entertainment has launched a social media marketing company WV Social House.
GTA 6 Price, Single Player Revealed Ahead of Pre-orders
Rockstar Games has finally revealed the price for "Grand Theft Auto VI" -- and the fact the game will be a "single-player experience" at launch.
Meta debuts new, cheaper smart glasses under its own brand
The smart glasses are available in several countries starting today in a variety of color and lens combinations.
Zane’s Trace Commemoration Continues with Parade, Entertainment and Community Spirit - WHIZ - Fox 5 / Marquee Broadcasting
The second day of the Zane’s Trace Commemoration wrapped up with a full schedule of activities, entertainment and family-friendly fun in Putnam. The day began with a parade and a 5K before crowds gathered at Putnam Park to browse vendors and enjoy a variety of performances throughout the afternoon. What was once an event that had faded away has found...
Wall of Entertainment Partners with Tubi for Original Comedy Series
Wall of Entertainment is set to premiere two new original comedy series, “Substitute Teacher” and “House Rules,” on Tubi this summer.
Apple’s Eddy Cue on ‘F1’ Sequel, Why Apple TV Has Never Licensed Any Library Content and Being Inspired by Steve Jobs
Apple hasn’t officially greenlit a sequel to last year’s blockbuster “F1: The Movie,” but Eddy Cue — who oversees the tech giant’s entertainment businesses — said one will “hopefully” be coming, in pa...
Quentin Tarantino, Kylie Minogue to Star in New Jamie Adams Film From Yale Entertainment (EXCLUSIVE)
Quentin Tarantino has reunited with Welsh helmer Jamie Adams, known for his Nouvelle Vague-inspired improvised filmmaking style, on a new feature project in which the iconic “Kill Bill” director will ...
Quentin Tarantino, Kylie Minogue Team Up for New Jamie Adams Film
Quentin Tarantino is set to star opposite Kylie Minogue in Jamie Adams' new film for Yale Entertainment.
Disney Opens ESPN Fan House to Help Advertisers Reach Sports Fans
Disney Plans to Open ESPN Fan House to Help Advertisers Reach Sports Fans in New Ways
Webtoon Productions, France’s OuiDo! Adapt ‘Lumine’ as Animated Series
The project will be introduced at this week’s Mifa, the market at France’s Annecy Animation Festival.
Where Nate Ament lands in latest mock drafts
The 2026 NBA Draft is just around the corner, and where Tennessee standout Nate Ament lands is a curious question and a storyline to follow. The 6-10 forward is a rare specimen, combining length with a variety of scoring tools, along with a capable outside shot. But so far, he hasn’t gotten the top-of-the-draft love […]
Vidler’s celebrates 96 years of business
BUFFALO, N.Y. (WIVB) — A Western New York staple celebrated 96 years in business Saturday — Vidler’s variety store is nearing the century mark of serving East Aurora and visitors …
Joanna Stern spent one week with new Siri AI, and it’s very good
Joanna Stern spent a week testing iOS 27’s new Siri AI in a variety of ways, and her new video shares how it went.
‘Stranger Things,’ ‘Emily in Paris’ Outperform IP Rivals in Dentsu Fandom Intelligence Study
Streaming titles including “Stranger Things,” “Emily in Paris” and “Wednesday” outperform the average across all entertainment IP tested by 30% when it comes to converting fans into buyers, according ...
Hollywood Warns California Against Sabotaging Film Incentives
The entertainment industry is seeking an exemption from a new limit on corporate tax credits, saying it will undercut production incentives.
Ansel Elgort, Halle Bailey, Ludacris and Alan Ritchson Among Voice Cast for Animated Movie ‘Groove Tails’ (EXCLUSIVE)
“Groove Tails,” the upcoming animated feature from “Twilight” producers Imprint Entertainment and “The Lego Ninjago Movie” writer/director Bob Logan, has attracted a starry voice cast. Leading the ens...
ReelShort CEO Joey Jia Eyes Broader Entertainment Ecosystem at APOS
ReelShort CEO Joey Jia says vertical storytelling will be the most important channel for future IP as the platform expands across Southeast Asia.
Alexis Ohanian’s VC firm acquires college sports trading card company ONIT
Ohanian plans to lean into ONIT's practice of making trading cards for a wide variety of college athletes, even beyond the biggest sports.
Indonesia's MD Entertainment Bets on IP and Microdramas
MD Entertainment CEO Manoj Punjabi outlines plans for cross-border IP development, microdrama expansion and global partnerships at APOS.
Indonesia’s MD Entertainment Bets on IP and Microdramas for Global Push
As Indonesia’s entertainment industry gains greater international visibility, MD Entertainment, one of the country’s top studios, is increasingly looking beyond local success and toward global partner...
Radial Entertainment Hires Former Sony Exec Carrie Ferman as Chief Operating Officer (EXCLUSIVE)
Radial Entertainment has tapped former Sony exec Carrie Ferman as the company’s new chief operating officer. The news was revealed on Wednesday at the StreamTV Show in Denver during a keynote intervie...
Radial Entertainment Hires Former Sony Exec Carrie Ferman as COO
Radial Entertainment has hired former Sony exec Carrie Ferman as its new chief operating officer.
Producers United Boosts Legal Muscle With Entertainment Litigator Bonnie Eskenazi, Labor Pro Allyson L. Belovin (EXCLUSIVE)
Producers United, the advocacy group dedicated to protecting and advancing the rights of “career producers” in film and television, has added some significant legal muscle to its bench. Entertainment ...
Producers United Boosts Legal Muscle With Litigator, Labor Pro
Producers United, an advocacy group for career producers in film and TV, has added significant legal power to help enact its basic rights campaign.
Variety Announces Brand Entertainment for Fans Event Spotlighting Leaders at Cannes Lions
Variety will host Brand Entertainment for Fans, presented by Walmart Connect, on Monday, June 22, during the Cannes Lions International Festival of Creativity, bringing together executives from Walmar...
Variety Announces "Brand Entertainment for Fans" Spotlighting Leaders
The invite-only event, presented by Walmart Connect, takes place on June 22.
Ken Ziffren on 50 Years of UCLA Entertainment Law Symposiums
Ken Ziffren, an elder statesman of entertainment law and Ziffren Brittenham partner, reflects on 50 years of dealmaking as UCLA.
COL Group, Virtue Asia Team for Southeast Asia Microdrama Brand Push
V47 Entertainment’s specialist agency Virtue Asia has struck a deal with China-listed microdrama company COL Group to develop and distribute brand-funded entertainment across Southeast Asia, the compa...
Prime Video Pushes Beyond Streaming to Build APAC Entertainment Hub
At APOS, Prime Video executives outlined a plan to evolve the platform into an entertainment hub across Asia-Pacific, backed by 600 partnerships.
Prime Video Pushes Beyond Streaming to Build APAC Entertainment Hub, Top Executives Reveal at APOS
Prime Video is doubling down on its ambition to become a unified entertainment destination across Asia-Pacific, with executives highlighting the company’s expanding ecosystem strategy during the APOS ...
Juliette Binoche and Andrea Bescond Backing Movement Sparked by Lyhanna
Juliette Binoche and Andrea Bescond are among the many French entertainment figures calling for a new law following the murder of 11-year-old Lyhanna.
Hollywood's Problems Collide with California Politics: Daily Variety
On today's 'Daily Variety' podcast, Variety's Gene Maddaus unpacks why Hollywood's problems have collided with California politics like never before.
Inside ESPN's Boost to Women's Sports on Sundays Dominated by Baseball
Inside ESPN's Move to Boost Women's Sports on Sundays Long Dominated by Baseball
Entertainment Partners at 50: Inside Evolution From ‘Little House’ to ‘The Pitt’
Entertainment Partners at 50: Inside Evolution From ‘Little House’ to ‘The Pitt’.
Dolphin Entertainment, Kynetic Media Ventures Launch Graviteur Studios
Dolphin Entertainment and Kynetic Media Ventures have launched Graviteur Studios to produce modestly budgeted movie and TV projects from creators.
Kynetic Media Ventures and Dolphin Entertainment Launch Graviteur Studios for Creator-Led Projects
Dolphin Entertainment and Kynetic Media Ventures have launched Graviteur Studios, a production venture designed to tap into the creator economy to produce modestly budgeted movies and TV projects. Dol...
Sci-Fi Thriller ‘Orion,’ Starring Andrew McCarthy, Debby Ryan and Drew Van Acker, Set for Theatrical Release via Blue Harbor Entertainment (EXCLUSIVE)
A festival favorite film is now headed to theaters. “Orion,” a sci-fi thriller starring Andrew McCarthy (“Pretty in Pink,” “St. Elmo’s Fire”), Drew Van Acker (“Pretty Little Liars,” “Titans”) and Debb...
'Orion': Sci-Fi Thriller Sets Theatrical Release, Debby Ryan Stars
'Orion' stars Andrew McCarthy, Drew Van Acker and Debby Ryan in a sci-fi thriller that has earned festival praise.
Sony to Handle International for ‘Narnia: The Magician’s Nephew’
Sony Pictures Entertainment will handle international distribution for the theatrical release of Greta Gerwig’s "Narnia: The Magician’s Nephew."
Greta Gerwig’s ‘Narnia: The Magician’s Nephew’ to Be Distributed Internationally by Sony Pictures
Sony Pictures Entertainment will handle international distribution for the theatrical release of Greta Gerwig’s “Narnia: The Magician’s Nephew,” Netflix said Tuesday. The epic adventure will be releas...
University of Texas at Austin Named Among Best Global Universities
U.S. News & World Report placed UT in the top 10 in the U.S. and top-tier worldwide in a variety of science subjects for its 2026-2027 rankings.
Community Market a super summer kickoff in Fulton
FULTON — It was a super market in Fulton on Saturday.The Fulton Community Market joined forces with the Greater Oswego-Fulton Chamber of Commerce’s Fulton Farmers Market and the CNY Arts Center Arts Market to bring a variety of goods and activities to downtown Fulton. × This page requires Javascript. Javascript is required for you to be able to read premium content. Please enable it in your browser settings. kAmuF=E@? $2G:?8D q2?< AC@G:565 DA@?D@CD9:A[ 2?5 E96 6G6?E H2D AC6D6?E65 3J E96 uF=E@? $A64:2= tG6?ED r@>>:EE66]k^AmkAm$F?D9:?6 8C66E65 E9@D6 2EE6?5:?8 E96 DF>>6C 2>F?:EJ @C82?:K2E:@?D]k^Am #placement_726068_0_i{width:100%;margin:0 auto;}var rnd = window.rnd || Math.floor(Math.random()*10e6);var pid726068 = window.pid726068 || rnd;var plc726068 = window.plc726068 || 0;var abkw = window.abkw || '';var absrc = 'https://ads.empowerlocal.co/adserve/;ID=181918;size=0x0;setID=726068;type=js;sw='+screen.width+';sh='+screen.height+';spr='+window.devicePixelRatio+';kw='+abkw+';pid='+pid726068+';place='+(plc726068++)+';rnd='+rnd+';click=CLICK_MACRO_PLACEHOLDER';var _absrc = absrc.split("type=js"); absrc = _absrc[0] + 'type=js;referrer=' + encodeURIComponent(document.location.href) + _absrc[1];document.write('');kAmu@@5 G6?5@CD :?4=F565 |C] |:>F?:EJ |2C>F?:EJ |2C2;@C 6G6?ED 4C62E65 2?5 >2?2865 3J E96 ?@?AC@7:E[ 2==\G@=F?E66C $A64:2= tG6?ED r@>>:EE66 @7 uF=E@?] %96 6G6?ED 2=D@ :?4=F56 E96 2??F2= u2== u6DE:G2=[ E96 r9C:DE>2D %C66 {:89E:?8 6G6?E[ 2?5 E96 C646?E q:8 %CF4< s2J] %96 $A64:2= tG6?ED r@>>:EE66 :D ?@E 277:=:2E65 H:E9 2?J 8@G6C?>6?E2= @C82?:K2E:@?]k^Am googletag.cmd.push(function() { googletag.display('ad-2978731'); });
Electronic Arts Makes Push for Ad Dollars Tied to Sports
Electronic Arts Makes Push for Ad Dollars Tied to Sports
The U.S.-led war in Iran will dominate Trump's G7 trip to France
The gathering was originally expected to be a meeting focused on a variety of separate economic and security issues.
The New York Knicks Just Did the Impossible
This doesn’t feel real. All New York Knicks fans have known for the last 53 years is heartbreak and humiliation. We were cursed. Jordan. Starks’ 2-18 in Game 7. Reggie. Ewing going down. Missing out on Steph by one pick. Rebuffing Jeremy Lin. Phil Jackson. Amar’e’s knees. The Unicorn jumping ship. The Zion draft. …
What Genres and Streamers Won 2025? And Who Lost? Plus Six Strategy Thoughts
(Welcome to the Entertainment Strategy Guy, a newsletter on the entertainment industry and business strategy. I write a weekly Streaming Ratings Report and a bi-weekly strategy column, along with occasional deep dives into other topics, like today’s article. Please subscribe.) Okay, time for the tenth and final article in my ten-part series recapping 2025. As I wrote two articles ago, my barometer for whether these articles are worth writing/publishing is whether they yield strategic insights, and once again, every subsection in this article has a strategic takeaway (or two). Honestly, these are the most important takeaways, since I step back and look holistically at the streaming wars in 2025. After I declare which streamers won and lost the year and which genres won and lost the year, I have six bonus thoughts. If you’d like to review the whole series... You can find the film flops here and here. You can find the TV shows flops here and here. You can find the top films here. You can find the top TV shows here, here and here. Then I declared my winners and losers in various categories here. You can find my 2024 recaps here. You can find the 2023 recaps here and here. And my 2022, 2021 and 2020 are all stored here. Yeah, it’s halfway through the year, and I’m just finishing this series up now. This year, I tried to space things out to not clog up my writing calendar, plus I had to wait for Fallout to (finally) drop off the charts. Well, that ended up pushing this series wayyyyy too far back on the calendar. Oh well. Next year, the goal will be to finish this series in March, but frankly, I just need more staff to make that happen. So please subscribe. Or, if you’re an advertiser (movie studio, FYC firm, or other), please reach out. Subscribe Streamer of the Year: Netflix Honorable Mention: Paramount (and CBS) So, just last week, I wrote about how Netflix has lost seven of its top twelve scripted shows in the last year. And I shared two very dour looks at Netflix’s potential slowdown this year and last. Guess what? They’re still the number one streamer in America. In 2025, they dominated new streaming shows (even if most of those new hit shows aren’t coming back for future seasons), they had the two biggest films, and they had the top returning TV show by a mile. The world is complicated, nuanced and messy. There may be warning signs of a future Netflix slowdown, but in 2025, Netflix was still the number one streamer. Note what I didn’t say? That Netflix has “won” the streaming wars, because obviously the streaming wars are still ongoing and, more importantly, YouTube is still growing—so now YouTube has “won” the streaming wars?—while Netflix’s share of TV consumption has stalled out. Avoid simplistic talking points, especially if they’re constantly repeated and could fit on a bumper sticker. I had trouble picking the second-place streamer this year, because all of the candidates for second place—Prime Video, HBO Max, and Paramount+—had some hits, but no one stood out. Then I saw this update from Nielsen on the top shows on TV in the 2025-206 season. Sure enough, Netflix had five of the top ten shows! And they had ten of the top 31 shows and fifteen of the top fifty. But CBS/Paramount+ actually had more shows in the top thirty and the top fifty. Paramount+/CBS had twelve of the top thirty shows and nineteen of the top fifty. Let me emphasize that: CBS/Paramount+ had more top shows in the 2025-2026 season than Netflix. And this look was just for TV shows, not live sports, an arena Netflix barely plays in. Meanwhile, Paramount-Skydance’s market cap is a fraction of Netflix’s. That’s weird, right? Streaming Loser of the Year, TV… We’re just getting started with this issue, but the rest is for paid subscribers of the Entertainment Strategy Guy, so if you’d like to find out… ...what streamer lost the year in TV... …whether Netflix could win the title for “film” streamer too… …who won the Disney vs Warner Bros. battle for theaters… ...what TV genres won and lost the year... ...what film genres won and lost the year... ...what film genre people think is thriving on streaming but isn’t… …why F-BOSSS TV shows don’t hold the same sway in the 2020s… …what it means to “flop” as a film on streaming… …UK shows underperforming on streaming… And a lot more... ...please subscribe! We can only keep doing this great work with your support. If you’d like to read more about why you should subscribe, please read this article about the Streaming Ratings Report, why it matters, why you need it, and why we cover streaming ratings best.
Spencer Pratt Concedes Defeat in Los Angeles Mayoral Race
Spencer Pratt conceded that he will not be L.A.'s next mayor in a video taunting the winning candidates.
Why Versant Media is Betting Big on Women's Sports
NBCUniversal spinoff Versant Media has made the strategic decision to invest in female-led sports as it leans in to trends in media and culture.
Giovanni Entertainment Hires Ted Horning as Creative Executive
Giovanni Entertainment has hired Teodros "Ted" Horning from Flynn Picture Co. as creative executive.
Dwayne Johnson on Cancer Scare, Not Talking Politics and Oscar Snub
Dwayne Johnson admits he wishes he got an Oscar nomination for 'The Smashing Machine' and reveals a recent cancer scare.
Quilty, Giovanni Entertainment Strike Preferred-Look Deal
Quilty, which makes an AI screenplay-analysis tool, landed a deal with Giovanni Entertainment, first partnership with a production company,
Feel-Good Digital Publisher Upworthy Gets New CEO: Amanda Farrand, Alum of Imagine Entertainment and Hello Sunshine
Entertainment veteran Amanda Farrand has a new gig — where she’s in charge of sparking joy on the internet, and, ideally, making some money from it. Upworthy, a digital aggregator and producer of vira...
Xbox Exclusives, Showcase Without Blade, Elder Scrolls 6, More From Matt Booty
Xbox leadership shook up its strategy this week with the reveal that "Gears of War: E-Day" and "Clockwork Revolution" would be Xbox exclusives.
Radial Entertainment Hires Brendon Thomas as Chief Revenue Officer
Radial Entertainment has hired former Paramount Global exec Brendon Thomas as its new chief revenue officer.
Radial Entertainment Hires Former Paramount Global Exec Brendon Thomas as Chief Revenue Officer
Former Paramount Global exec Brendon Thomas has joined Radial Entertainment as the company’s new chief revenue officer. At Radial he’ll handle revenue generation through the company’s library and acqu...
Helen Mirren's 'A Talent for Murder' Acquired by Bleecker, LD Entertainment
Bleecker Street and LD Entertainment acquired U.S. rights to "A Talent for Murder," starring Helen Mirren, Alden Ehrenreich and Olivia Cooke.
DoorDash Entertainment Essentials Late-Night Delivery: Subscribe
From beauty and fashion essentials to props and food, DoorDash is the best delivery service for last-minute set essentials. Subscribe to DoorDash.
Yough River Rally huge on entertainment
Musical entertainment has grown in both variety and number over the years at the annual Yough River Rally and this year will be no exception as the three days promise
Here’s everything new for Apple Maps in iOS 27
iOS 27 is packed with a variety of new features for iPhone, including in Apple Maps. Here’s everything new for Apple Maps in iOS 27.
Q&A: When is screen time healthy and when is it not?
Screen time is blamed for a lot of unhealthy outcomes, especially among children, but screen time can be used for a variety of things, from doom scrolling to learning and more. In this Q&A, Penn State researchers explain how people can consider what constitutes healthy or unhealthy screen use.
Paramount Seeks Business Executive to Help Bari Weiss at CBS News
Paramount Seeks Business Executive to Help Bari Weiss at CBS News
We can create the future of science right now
Paul Litvak is the founder and Executive Director of the Robyn Dawes Institute and a Visiting Scholar at UC Berkeley. He has a PhD in Behavioral Decision Research from Carnegie Mellon where he studied emotions and the sunk cost bias. Over 15 years in industry, he solved a wide range of challenging technical problems. At Meta he created models optimizing the ad review process. At Google he ran experiments to measure social influence. At Airbnb, he was a product manager leading machine learning teams optimizing search ranking and price suggestions. He also co-founded and led product at Rhythmic Health, a venture-backed biosensing startup, creating an accurate low cost system using a color changing strip and a smart phone to measure salivary lactate. The bottleneck At this point, it is uncontroversial to say that science needs to stop using the PDF article as the unit of knowledge and currency. The unbearable slowness of scientific publishing, the profit motive and margins: I’m not saying anything new. The PDF also sucks because it’s hard to extract structured information, which makes it hard to do evidence synthesis. As a result, we do much less evidence synthesis than is needed. And evidence synthesis ultimately undergirds most policy and medical decision-making. I can see second-by-second real-time odds for any sporting or newsworthy event, but a school board can’t see the best evidence on whether their 8th graders should be taught algebra. As a society, we don’t treat this as an important problem. Again, not controversial. Not only is the problem well understood, but the solution has already been laid out. What we need is AI-assisted living evidence synthesis - (1) an open knowledge graph of atomic claims, (2) claims linked to evidence, (3) assessment and synthesis of each piece of evidence, and (4) continuous updating with new data. What few realize (yet) is that the technical capacity to build this vision for a significant portion of science already exists. Not only that, scientists and startup teams are already building many of these components. I know this because I’ve been surveying the space and talking to many of the builders. There are some missing pieces: for example, evaluations of how well some of the components work. But at this point, most of what’s missing is a fully end-to-end working integration of all of these parts. In the rest of this essay, I’m going to lay out all the parts of a working living evidence layer for science and who is working on them, and propose concrete next steps for building this system. What’s now possible The diagram above outlines the components of a living evidence synthesis platform, including some of the teams working on each component1. Scientific PDFs are processed into claims with associated evidence. The evidence is subjected to a forensic audit, methodological evaluation and robustness and reproducibility checks. Finally it’s given a weight in a continuously updating synthesis. What follows is a description and status of each component and a few of the teams working on them. Document understanding The first thing you need to be able to do is turn an article into structured data. Mostly that means parsing PDFs. There are often multicolumn layouts that confuse non-specialized PDF to text processing libraries. For scientific papers, there is the added complexity of parsing formulas and tables and figures. This is a really hot area - there are startups offering APIs, and it seems like a new open source package gets posted to Github every few weeks. What follows isn’t exhaustive. A package called GROBID was the state of the art for a while, they didn’t update their package for nearly two years until very recently. In the meantime reducto.ai released an AI powered PDF extraction API, PaddleOCR became popular, IBM released a model called Docling, and both Mistral and Gemini created models and libraries. I also know of at least one other well-funded psychology research group working on a paper parser. By contrast, there are few open evals in this space, with no extensive evals for complex table comprehension in particular. Nonetheless, I’m confident this will be a solved problem soon, given the combination of LLM advances and developer interest. Hypothesis level extraction There has been increasing interest in comprehending the extracted text of papers and linking information to evidence for each hypothesis. A lot of work has already been done. Trialstreamer (Marshall et al. 2020) and RobotReviewer LIVE (Marshall et al. 2023) demonstrated automated extraction of trial population, intervention, and outcome at scale on clinical RCTs. PaperQA2 (Skarlinski et al. 2024) and Ai2 ScholarQA (2024) extended this to retrieval-augmented question answering with citation grounding. Elicit, Consensus, and SciSpace operationalized claim-level extraction for end users. OpenEval (Booeshaghi et al. 2026) is the most recent and most ambitious: 1.96 million atomic claims extracted from 16,087 eLife manuscripts using Claude Sonnet 4.5, grouped into ~299,000 results, with LLM evaluations showing 81% agreement with human peer review on a 2,487-paper subset. None of these solutions link claims to test-statistics, as you would need to evaluate randomized controlled trials. This is why I built the evidence.guide API - to extract hypotheses and associated test statistics from behavioral science papers. The best public eval of this kind of extraction I’m aware of comes from the recent SCORE project - they had humans code thousands of psychology papers to extract their claims by hand. It would be extremely helpful to the world if all scientific PDFs were available as structured open data. I’ve been working to make this happen, both directly at Berkeley and through coordination with large entities I can’t yet speak of; as hard as it is to do, I think it’s possible2. Forensic audit A lot of work has been done on forensic audit, but some gaps remain. Of course, for biology papers that rely on images for evidence, there are a variety of tools (notably Proofig and ImageTwin) to spot anomalies. These are still well short of what sleuths like Elizabeth Bik can do on her own, but these tools are constant companions among fraud analysts. There’s someone working on auditing Excel files for anomalies, and a number of teams are automating numerical checks like GRIM and SPRITE, including Scrutiny project, the INSPECT-SR team as well as statcheck. The regcheck team is building a way to use AI to compare preregistrations to analyses in papers, to ensure there aren’t significant deviations. Nonetheless, there are many other kinds of anomalies to screen for, both public and less publicly known. And there are no formal evals for anomaly detection that I’m aware of. Still, there’s a lot to draw from in this space and I’m pretty certain we will be able to scan papers for most kinds of obvious anomalies in the near future. Methodological review This area has been white hot, though I fear for many of the startups in this space, because this capability may become commoditized. There are at least six different AI peer review companies, including Refine.ink, Reviewer3, ReviewerZero.ai, Q.E.D. Science, Paper Wizard, and Isitcredible. Coarse (a pun on refine) was also recently created as an open source alternative. These systems provide qualitative feedback on the content of papers, spotting methodological weaknesses and mathematical errors. They seem to work pretty well, and many academics report bitterly that they exceed the average quality of typical peer reviewers. But there are few evals here either. What evals exist so far involve using LLM-as-judge (circularity problems abound) or comparing against human reviews of questionable quality. What you’d ideally want is an eval that measures capturing known errors in papers3. Reproducibility and robustness Another active area has been using AI agents to automate computational reproducibility4 and robustness5 checks in papers that report numerical results. For more recent papers where data and code are available, AI agents can see whether they can re-run the analyses and produce the numbers reported in the published paper. In addition to a handful of individual academics who have been experimenting using Claude Code for this, the Institute for Replication is a leading group working on building an end to end system. The evals related to this problem are the most mature, with CORE-Bench (Siegel, Kapoor, Narayanan 2024) and PaperBench (OpenAI 2025) available to benchmark agents on this task. There is also work on getting AI agents to test alternative ways of analyzing the data to ensure the results are robust to small analytic design choices. Synthesis This is the most underdeveloped area where significant investment is required. Although some automated evidence synthesis systems exist — for example, otto-sr is building an AI agent to write systematic reviews — none of these incorporate the full range of paper level signals to weight evidence appropriately. Nor is there anything like an eval or a gold standard for a good systematic review. Arguably Cochrane reviews are the closest we have to gold standard human systematic reviews, though I’ve heard academics in the know complain about their uneven quality. A key question for a synthesis platform is how to weight anomalies and methodological issues in assessing the quality of a piece of evidence. This is an unsolved problem and one I’m very keen to work on. Continuous updating There are many pieces of basic infrastructure available for monitoring for new research and initiating updates. OpenAlex is the current open citation graph. Retraction Watch integrated into Crossref in October 2023. Scite tracks how citations support, contrast, or mention prior claims. The Living Evidence Network demonstrated continuous-update workflows in clinical guidelines. Engineering this is a relatively straightforward task. When you look over this technical architecture and all the progress being made, it’s hard not to be optimistic that a living guide to scientific evidence will be built. The stakeholders are ready The social infrastructure for this is starting to coalesce — it’s not just a pie in the sky academic exercise to imagine this coming into existence. Institutions like the Center for Open Science, the Institute for Replication, the INSPECT-SR, the Living Evidence Network and more are all working on scaling work to improve research quality. Funders are also aligned. The Sloan Foundation has funded living evidence work through COS. Coefficient Giving supports the Institute for Replication and COS. The Astera Institute and the Institute for Progress have shown interest in this space. NIH has established an Office for Replication and Reproducibility. Although there are (very unfortunately) serious headwinds in science funding generally, there is an active group of funders interested in metascience. A brief word about what I’ve been doing at RDI. First, as a Visiting Scholar at Berkeley I’ve been actively figuring out how a non-profit and a public university can conduct and make public the results of large-scale academic article data mining. With some of the money I raised from donors, I commissioned a legal analysis of recent case law and publisher text data mining (TDM) agreements in order to understand whether a massive open data mining of academic articles is possible (with caveats, it is). I’ve also been working to bring together stakeholders in this space, and identify gaps. I’ve also been doing some software development in this space, with more to come. A pilot proposal The assumption undergirding all of this is that an AI, given all this information, would make the right judgment about a scientific claim with lots of conflicting evidence, weighing all the factors appropriately. That’s the hypothesis we need to test. Randomized control trial research is the best place to focus on first. RCTs are used to make many of the important decisions in society - from medical trials to public policy changes. And they use a relatively uniform set of inferential statistics with lots of known and available diagnostics. Behavioral science experiments, within the broader realm of RCTs, should be first used as a testbed whose results can be generalized. Because behavioral science is at the vanguard of open science practices, replications abound (there are thousands of them) to serve as ground truth training data. Key Hypothesis Therefore the pilot would test, in behavioral RCTs that have been replicated, whether the quality of evidence for a claim can be used to accurately predict whether that claim will replicate. Secondary Hypotheses Compared to claims that replicated, non-replicated claims demonstrate a greater share of forensic anomalies in their source literatures. Hypothesis level claim and statistic extraction is accurate enough to scale living evidence without onerous human review costs. Replication prediction is more accurate than prediction markets6 or journal prestige. If all the different quality signals we gather do accurately predict which studies will replicate, then we can use that model to score evidence to power the living evidence layer. Why this is informative regardless of outcome If the pilot succeeds, the architecture extends to medical RCTs (where Living Evidence already operates and integration is mostly about claim representation), then to slices of basic biology with stable replication structure. If it fails, the field learns which quality signals are load-bearing and which ones metascience has oversold. Either result is a contribution to knowing what the literature supports. Implications for funders Because this burgeoning ecosystem of builders already exists, a well-informed philanthropic or government funder could play a crucial catalyzing role in bringing this future about. They could play at least three roles: creating open structured datasets, publishing open benchmarks and incentivizing the solving of key technical challenges. First, open archives of papers that the government maintains, like PubMed, could be turned into structured data amenable to large scale metascience and claim aggregation. I know the US government already has an interest in doing this, though some key open questions remain unanswered. How do you determine the best models and systems for accurately extracting information from papers? How can you establish a robust way to allow researchers to flag errors and correct them? And finally, how do you create a legal regime in working with publishers to maximize the scope of available papers? For the latter, a university or a private philanthropy may be better positioned to make structured data publicly available under journal subscription terms or fair use. Philanthropists or government funders could also coordinate to create or commission benchmarks that evaluate whether important problems have been solved. For example, an open benchmark for claim extraction from a range of different scientific article types would be extremely helpful. Ensuring the underlying data are accurate is vital for creating these evaluations. I’ve discussed opportunistically using various human-created datasets for this purpose, but a consistent problem is that errors in human data make it difficult for them to serve as a gold standard. Finally, with structured data and benchmarks available, the government or private philanthropy could use them to incentivize groups to develop machine learning systems that meet these benchmarks. Prizes are one potentially valuable tool for this. For example, you could establish a prize for a system that accurately updates a living meta-analysis for a small set of claims. Prizes are particularly useful as signals of problem importance, and can help create vibrant ecosystems of public and private research—see, for example the role the government played in kickstarting the current work on nuclear fusion. Conclusion The drawbacks of the current scientific publishing system are known. Scientists agree, metascientists agree, philanthropists agree: the published PDF plus citation graph isn’t the right substrate for maintaining a representation of the evidence base in science. The pieces needed to build the alternative either already exist or are rapidly taking shape. The community is forming around exactly this problem, with concrete partnerships and shared infrastructure. A pilot should start on behavioral science RCTs because that’s the slice of empirical science most amenable to legibility, where replication ground truth is richest, and where the failure modes are best documented. What’s been missing is the galvanizing mission to assemble these pieces into something that works. That’s what I’m proposing to build. *** 1 I have a broader field map that I’ll release publicly soon. This is me, building in public! 2 If this is something that you are excited about, please reach out and talk to me. 3 More on this very soon too! 4 This tests whether, given the code and the data, you can get the same statistics as reported in the published paper. 5 This tests whether the results are the same as a paper’s given alternative analytical decisions in conducting the analysis (like outlier omission). Closely related is the idea of a “multiverse” where you come up with many different ways of answering the same underlying research question with the same data, and test whether the results hold in all those alternative methods. There’s been work on the latter as well. 6 Some of the replications, e.g. those from the SCORE project, had paired the experiments with forecasts from prediction markets. So we get to look at this for free.
What It Takes To Be A Top Tier Entertainment Lawyer in 2026
Share I’ve recently run several popular posts breaking down data related to sought after legal jobs. General Counsel Big Law Appellate Attorney Here is another in this series. Two Lawyers, One Elite Market Entertainment law can sound like a single professional category. In practice, the lawyers who reach the top of the Hollywood market often look quite different from one another. Consider two attorneys from the 2025 top-entertainment-law universe. Lesley Freeman represents one route: the company-side entertainment lawyer. She is chief legal officer of AGBO, where she oversees company-wide business and legal affairs across film, television, video game and interactive experiences, and technological innovation, after senior legal roles at MGM, Amazon MGM Studios, HBO, and O’Melveny. Daniel Petrocelli represents another route: the outside-counsel trial lawyer. He is chair of O’Melveny’s trial practice and a vice chair of the firm, with a national litigation practice that includes entertainment, sports, and media disputes. Their careers differ by platform, role, practice area, and professional identity. One sits inside an entertainment company; the other practices from a major law firm. One is associated with corporate and governance work; the other with litigation. Yet both fall within the same publicly recognized top tier of Hollywood lawyers. That contrast points to the article’s central question. If there is no single mold for a top entertainment lawyer, are the paths simply idiosyncratic, or do they follow recurring patterns? The data suggest the latter. The attorneys recognized on The Hollywood Reporter and Variety’s 2025 top-attorney lists do not follow one career template, but their paths are not random. They cluster around several defined routes: entertainment-focused private practice, company-side or operator experience, corporate and finance conversion, litigation conversion, public-service-to-litigation pathways, and smaller specialized lanes in labor, employment, and celebrity family law. Across those routes, the recurring ingredients are platform strength, educational capital or Los Angeles market proximity, long career tenure, specialized practice identity, and entertainment-industry fluency. The article examines five dimensions of the top-attorney sample: route into entertainment law, firm or organizational platform, education pipeline, seniority, and practice specialization. Data and Methodology The dataset includes 103 attorneys drawn from The Hollywood Reporter and Variety’s 2025 lists of top entertainment or Hollywood attorneys. For each attorney, the dataset tracks current organization, law school, J.D. year where available, first-known bar admission year, practice area, prior roles, platform type, and route into entertainment law. The sample is best understood as a recognized-attorney dataset, not a census of all entertainment lawyers. It captures lawyers who reached public top-tier recognition in 2025, rather than every lawyer practicing in the entertainment sector. Multiple but Defined Routes Into Entertainment Law The first question is how these lawyers entered the entertainment-law market. Because every attorney in the dataset is entertainment-related by definition, the key distinction is not whether they practice entertainment law. It is how they got there. The largest group followed what might be called the entertainment private-practice route. These attorneys appear to have built their practices around entertainment, media, talent, music, rights, production, intellectual property, or adjacent industry work relatively early. That route accounts for 40 of the 103 attorneys in the sample, or 38.8%.
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