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Doc Maker Rocky Mudaliar Signs With Verve (Exclusive)
His Abrupt Entertainment produced the celebrity documentary ‘Funny Money: The Dane Cook Story,' about the comedian and his family's stunning financial betrayal.
Netflix’s 'A Toxic Love Story' Is So Wild, You’ll Think It’s Scripted
Netflix’s latest true-crime documentary unpacks a shocking California case filled with deception, betrayal, and twists that sound almost too wild to be true. Find out more here.
Analysis: Silk and steel win the day
Manchester City secured the victory that maintains their growing momentum and applied further pressure on Arsenal through the familiar route of a Erling Haaland winner. Rayan Cherki's goal was the result of a touch of genius and sleight of foot to bamboozle Arsenal's Gabriel and Piero Hincapie before sliding in a perfect finish. After Gianluigi Donnarumma's error swiftly gifted Arsenal a way back into the game, City had to dig deep to show reserves of resilience before Haaland was once more the match-winner.
Premier League Team of the Week: Our Best XI
Our Premier League Team of the Week returns after another weekend of drama, standout performances and decisive moments across the division.FromDavid Raya’s crucial penalty save for Arsenal to Domini...
Guimaraes and Raya crucial - Sunderland v Arsenal player ratings
How Sunderland and Arsenal players rated following their Premier League match.
‘A devastating betrayal’: Small businesses cut ties with Duluth Chamber over Hermantown data center endorsement
The departures are due to a move these local business owners call a devastating betrayal and misrepresentation of small businesses in the organization.
Colts Tyler Warren highlights offseason priorities heading into Year 2
Where Can Colts' TE Tyler Warren improve heading into his second season? He detailed a few key areas on Monday.
What you need to know about Chivas Femenil vs Rayadas
Whenever Chivas Femenil and Rayadas face off, the excitement rises, and for very good reason. El Rebaño has an important track record in its favor in Guadalajara against the Monterrey side, its oppon...
Oil deal with US is denounced by both sides of Venezuelan politics
Opposition said agreement with Trump administration was potentially illegal while government hardliners cast it as a betrayal
Arsenal v Chelsea teams announced
Arsenal welcome Chelsea to the Emirates on Sunday and we now know how the two teams will line up.Photo by Alex Pantling/Getty ImagesArsenal starting XI: Raya, White, Konsa, Gabriel, Calafiori, Rice, L...
When treachery abounds, entertainment resounds - The Voice of San Francisco
Betrayal is disheartening and debilitating, unless it’s happening to someone in a movie. Then, it’s diverting. For example, The Weight is a tension-loaded drama that follows a criminal expedition into the wilds of the Pacific Northwest in the 1930s and hinges on shady people depending on each other in extreme circumstances. As for The Musical, […]
Ford surges on energy business while US car buying remains slow
Ford's (F) plans for a new energy storage business have sent the automaker's stock soaring. RBC Capital Markets lead equity analyst Tom Narayan reacts to what this may mean for the auto company while US car buying remains stilted since the pandemic.
Brayan Bello Optioned: Boston Makes Bullpen Addition in Trade
After today’s disastrous outing, followed by some post-game comments that didn’t land well, Red Sox starter Brayan Bello has been optioned and sent down to Triple-A Worcester. Bello’s horrible run over the last couple of months came to a close on Thursday, giving up six runs in the first inning against the Baltimore Orioles. In …
"It's Genius!" Adam Smith Amazed By AFC Bournemouth's Recruitment Model
Adam Smith has admitted he still cannot work out how Bournemouth's recruitment team repeatedly finds top young talent. The long-serving defender explains why the squad now trusts the club to replace key departures, praises Kroupi and Rayan, and reveals why the Cherries' model gives them an edge.
Business solutions company Conduent names Sundaresan chief information and technology officer
Conduent Inc. announced Sept. 14 the appointment of Narayanan Sundaresan as chief information and technology officer, effective immediately.
THE GUARDIANS ARE YOUR AL CENTRAL CHAMPIONS!!!!!!!!
WHAT A GAME!!! WHAT A SEASON!!! The offense has completely bailed out the pitching staff the last couple weeks, and tonight was no different. We got contributions from just about everyone. Multi HR games from both Patrick Bailey and Brayan Rocchio is just a hilariously beautiful way to finish the regular season. We also saw […]
http://democrats-energycommerce.house.gov/media/press-releases/republican-health-care-cuts-continue-devastate-american-families
Senate Finance Committee Ranking Member Ron Wyden, D-Ore., and House Energy and Commerce Committee Ranking Member Frank Pallone Jr., D-N.J., today released their latest report spotlighting the consequences of the Republican Big Ugly Betrayal, which slashed over $1 trillion from Medicaid and the Affordable Care Act in July 2025.
Boston's Brayan Bello Shines in Return to Major Leagues
Red Sox pitcher Brayan Bello played a huge part in his team's comeback victory on Sunday afternoon.
Film and TV Portrayals of A.I. Go Beyond Science Fiction
Plots involving some kind of artificial intelligence are even part of soap operas. Here’s how they’ve evolved over the decades.
Now What? With Carbon Pricing Eroded and Pipeline Politics Advancing, Here Are the Pathways for Climate Success
At the end of a whirlwind week of news on carbon pricing and electricity strategy, capping a madcap year of pretty much non-stop, dramatic change, the word across much of Canada’s climate and energy transition community is that climate policy in this country has been shredded. Eviscerated. Hit with a sledgehammer by policy rollbacks that have pushed the country’s 2050 net zero target “well out of reach”. That means it’s never been more important to look for the rays of hope and glimmers of possibility. To glimpse the seeds of the next set of strategies to get Canada’s climate pollution under control and the country into the accelerating global dash away from fossil fuels. And then, once we’ve spotted those possibilities, get on with the hard, day-to-day slog of trying to make them a reality. Nothing takes away from the frustration and the deep disappointment so many climate and energy hawks are expressing, the sense of betrayal by the author of Value(s) and the former UN special envoy for climate action and finance. But we knew two things as the week drew to a close. We’re looking at the world as it most definitely is. And we don’t get to give up finding the pathways to confront climate change and deliver faster, deeper carbon cuts that leave no one else behind. So really, the first question we all have to ask ourselves is: What’s next? Subscribe All the Oxygen in the Room The outpouring of anger and grief over the carbon pricing deal between Prime Minister Mark Carney and Alberta Premier Danielle Smith has been absolutely understandable. So much of the climate community poured years, more than a decade, into dragging the current federal pricing regime across the finish line, then defending it from a deluge of three-syllable rhymes after the Trudeau government proved utterly incapable of delivering its own message. The policy foisted on us by neo-classical economists took up all the oxygen in the room, burned through years of climate response time that we won’t get back, while cornering climate hawks into the position that the best response to the crisis of our lifetimes is a new tax…in an era of historic anti-tax sentiment. I mean, really—what could possibly have gone wrong? Against that history, let’s appreciate columnist Max Fawcett’s point that even a modest carbon pricing agreement with a government as off-the-wall libertarian/conspiracist as Danielle Smith’s—those adjectives are mine, not Max’s—is a win worth savouring (as long as Smith keeps her promises for a change). But part of living in the world as it is (no, I’m not letting that go) is to be clear-headed about what we can and can’t control. And one thing we get to decide, after seeing this week’s carbon price festivities take up all the oxygen yet again, is whether we want to keep letting that happen. Particularly when success down that road depends on a factor that no one with a climate agenda can control or influence—a provincial carbon pricing mechanism that has been manipulated and eroded beyond its lowest possible denominator. Thankfully, that’s not the way it has to go. Not when we have so many other powerful, practical tools at our disposal, including the ones still available to us through this abominable Memorandum of Understanding (MOU) between Canada and Alberta. Tools In Our Toolbox When I started roughing out this list, I didn’t expect it to grow to nearly a dozen bullet points. It’s probably still incomplete. Some of the greatest hits in today’s climate solutions toolbox include: • No Carbon Capture, No Pipeline: On Friday, Prime Minister Mark Carney explicitly stated that there’s been no change to the MOU provision that there will be no West Coast pipeline without an industry commitment to build its massive, $16.5-billion carbon capture and storage (CCUS) hub in Northern Alberta, and vice versa. The two megaprojects were joined at the hip when the MOU was signed Nov. 27, and the implementation agreement this week affirmed that they still are. A parade of independent analysts have spent years pointing to the economic and technical flaws in CCUS, while the industry kept postponing its investment decision until it could arm-twist the government for more “clarity” (by which it meant even more lavish taxpayer subsidies) on the project. Now the industry itself is running away from the CCUS hub and insisting the pipeline should proceed without it, but Carney doesn’t seem to be budging from a central tenet of the MOU to which Smith has signed on. • No Subsidies, No Investors: Climate analysts and advocates have quite rightly been hammering away at Carney and his team, insisting that any new capacity the industry wants to build must proceed without new subsidies. The government has responded with a growing collection of funding and financing mechanisms for the very wide menu of industrial development and nation-building projects they say they want to take on, and that menu always includes fossil fuel infrastructure. But it’s hard to see how even the combined fiscal clout of the federal and supportive provincial governments will deliver the financial backing private investors would need when the business case for new fossil fuel development is evaporating before their eyes. Particularly when… • No Market, No Demand, No Investors: As our friend Markham Hislop at Energi Media (our apparently sleepless friend, given the massive volume of great material he’s been churning out) points out this morning, the biggest vulnerability in any pipeline deal is the assumption that Asian buyers will want the oil or liquefied natural ga that our fossil industry is so keen to send them. Hislop writes in part: Ottawa and Alberta are effectively betting that countries like China and India will continue increasing oil imports for decades as their economies grow and energy consumption rises. That assumption underpins the entire economic rationale for expanding oil sands production and building billions of dollars in new export infrastructure. But Asian energy systems are changing rapidly… China, India, South Korea, and other major hydrocarbon importers are now investing hundreds of billions of dollars into electricity systems built around wind, solar, batteries, nuclear, hydro, and expanded transmission infrastructure. Domestic “energy sovereignty” is increasingly replacing the old energy-security model based on stable oil and gas imports. Those investments are expected to sharply slow oil demand growth and eventually reverse it, even as overall energy consumption continues rising. There are also refining constraints. Many Asian refineries and petrochemical complexes are already optimized to process discounted heavy crude from the Middle East and Latin America. That raises serious questions about how much additional Canadian bitumen Asian markets can absorb at profitable prices. Small wonder that there’s still no private sector investor for the project, despite Smith’s government desperately beating the bushes to put together a deal. For now, Alberta is acting as proponent and covering early start-up costs for a pitch to the federal Major Projects Office, which could actually turn into the next tough hurdle for Smith and her pipeline to jump. • Canada Day Looms: How ironic that Canada’s birthday this year could become a major chokepoint for the provincial premier who’s been working so diligently to tear the country apart! The July 1 target date for Alberta’s pipeline proposal is baked into the MOU, was reaffirmed by the implementation plan, but it hadn’t dawned on me that it cuts both ways. As one very smart colleague wrote in an email yesterday, “they’ve thrown the ball into Alberta’s court to get the project proposal on the table really quickly and to have to do a whole pile of work to put together a massive, complicated project that would typically take years to assemble, and they’ve given them weeks to do it.” That makes July 1 a looming deadline that Smith won’t be able to run away from politically, especially with the separatists in her party and her caucus breathing down her neck. (See previous ref to off-the-wall.) But if Alberta comes in with a sloppy, incomplete submission, even after Carney bent over backwards to simplify the application process and the rules that govern it, it may be harder for the province or the industry to blame Ottawa and insist on the faster process they claim their investors are demanding. (Oh, wait—which investors would those be??) • We’ll See You In Court (Then We’ll See You Again): If Carney did cave, that would be just one more reason for Indigenous and other affected communities to take the government and the process to court—Just as Alberta First Nations did, successfully, in response to Smith’s half-baked separation referendum. Veterans of the Harper era have been warning that a shoddy process around fossil fuel infrastructure or other major projects will be a recipe for the very delays that process seeks to avoid. And now more than ever, with renewable energy and energy storage eating fossil fuels’ lunch in import markets around the world, a delayed pipeline or LNG terminal may be as good as a cancelled one. • Charged Up, Ready to Go: With its goal of doubling Canada’s electricity supply to meet a doubling of demand by 2050, the national electricity strategy that Carney unveiled Thursday has a lot to like. With its explicit language about speeding the shift from fuels to more efficient and affordable electricity, global investment and deployment patterns that already favour that shift, an emerging bidirectional power grid, the role of front-line options like rooftop solar and heat pumps, the emergence of electric vehicles as behind-the-meter energy storage, and the domestic jobs and manufacturing to make it all happen, the document doubles down on the essential cornerstone of a faster shift off fossil fuels. The strategy envisions a more prominent role for gas and nuclear power. But some of those provisions were already in the Clean Electricity Regulations that climate hawks are now fighting so hard to defend, inserted as a compromise in a futile attempt to mollify the industry and its political representatives in Alberta and Saskatchewan. But once again, gas will be a tougher sell when it’s more expensive and now so much more unpredictable than the clean alternatives. The new nuclear technologies are still speculative and deeply vulnerable to cost overruns. Increasingly, utilities, developers, and investors know it. Carney declared Thursday that “it doesn’t do us good to be sitting in court all the time with provinces. It doesn’t do us good to be talking past each other. What does do us good is to come together with specific projects.” There are no guarantees, but so much of the language and narrative-building in the electricity strategy suggests the lion’s share of those projects will be renewable. • The Party Has Already Started: The electricity strategy only rarely digs down to specific projects, but provinces representing three-quarters of Canada’s population are already embracing a faster transition. Hydro-Québec is working on a 10-year, $185-billion renewable energy and grid buildout by 2035. Ontario recently brought 10 provinces and territories together in a National Energy Corridor Agreement to boost interprovincial and -territorial transmission infrastructure. And the MOU implementation agreement commits Alberta to facilitate investment in renewable energy projects, a big step back from its continuing, punitive restrictions on renewables development. The electricity strategy envisions much of the financing and infrastructure that will be needed to pull those advances together into an integrated whole. • Delivering on Affordability: The MOU implementation plan has little or nothing to say about affordability (are you surprised?), but the electricity strategy does, with a top-line pledge to reduce home energy costs for seven out of 10 Canadian households by 2050, a total saving of $15 billion across the board. It’s just a start, but it puts affordability on the government’s narrative map. If they’re serious and deliberate about patching together a least-cost energy strategy, it’ll have little if any room for oil, gas, or nuclear—not with powerful evidence, for example, that electricity prices are higher when those prices are set by gas. • Smith Proves that Canada Works: By signing a deal that makes it harder to claim the federal government is blocking a new pipeline, Smith has helped prove Carney’s constant anti-separatist refrain that “Canada works”—incurring the rage, no doubt, of her own political base. Canada also needs to work for anyone who depends on a clean environment, healthy and thriving ecosystems, and safe, stable climate. But with Smith and her separatist constituents setting up as a fifth column for annexation by Donald Trump’s United States, let’s set aside any notion that 51st state status for Canada is a recipe for anything other than climate disaster (and so much else). Resisting and withstanding Trump (just 170 more sleeps until mid-term elections, which is a damn sight better than the 730 we started with) doesn’t mean a free pass for a pipeline, but we can still appreciate it that keeping Canada whole and sovereign is still Carney’s Job One. • The Words Not Spoken: Apart from a commitment to export a million barrels of “low-emission” Alberta bitumen per day (memo to Smith and Carney: You realize that that’s less than the industry is already exporting??), the MOU implementation plan says nothing about the international trade and economic sovereignty deals that Carney has been travelling the world to negotiate. It didn’t have to. Carney doesn’t need permission from Danielle Smith, her American enablers, or her separatist allies to continue building the alliances that will ratchet down our economic dependency on our unstable, unreliable neighbour to the south. But every connection he builds with countries outside North America helps align our economy and our future with a faster shift off fossil fuels. Little if any of this was on our bingo cards a year or two ago. But it’s the pathway that has opened up to us. And if it gives Canada any climate or energy gains at all in an era still dominated by Trump and his increasingly ridiculous tariffs, his loutish trade negotiations and his continuing annexation threats, we have to take the wins. Not least because they’ll be the point of departure for what we can achieve in 2027, 2029, and beyond, as Trump’s grip and this era begin to loosen and then fade. What is Carney Doing? If this line of thought is right—and it’s a possibility, not a prediction—it means that Carney’s actions and decisions are largely about buying time. Time for Trump’s power to wane. Time for Alberta’s separatist/conspiracist virus to spread, mutate, die out, or at least die back, with help from a vaccine of federal steadiness and calm (appropriate enough, for a movement populated largely by vaccine deniers) that no conspiracy theory can dismiss. And time for the government’s trade and investment agenda to deliver results—even knowing that some of those results will bring impacts that front-line communities will not and should not accept. In the immediate moment, none of this changes the way the wider climate community has to respond, from campaigners to investors to front-line practitioners. All of our voices are still essential. But those voices will be stronger and more confident if we have a clearer sense of the brutal game we’ve been pulled into, and a plausible path (or two it three) for playing it to the win we need. This conversation also underscores our biggest task for the remaining years of what was supposed to be the “decisive” decade for climate response: if we can shift the energy narrative in Canada, make it a mainstream view that the country’s preoccupation with oil and gas has us falling farther behind a changing world, we’ll see far better results in the 2030s and beyond. For many veteran climate advocates, taking on that part of the fight will begin with recognizing that most of our friends and family, neighbours and colleagues already understand that climate change is real and right in front of us: they’re looking away and staying silent because they don’t have what climate communicator Katharine Hayhoe calls “efficacy”. As Hayhoe recently pointed out in a feature interview with The Energy Mix, it amounts to science denial to keep hammering away at the dire news about global warming without also helping audiences understand what they can do about it, with multiple studies telling us why that won’t work. Far better to open those conversations with the dominant crises like energy security, food security, emergency preparedness and business continuity, affordability, and financial security that have knocked climate change far lower on the list of public priorities, and will likely keep it there. We Knew This Would Happen Climate hawks have always known this day would come. For decades, we warned that everyone had to pay attention to climate change right now, because it would be much tougher to respond once the crisis itself started affecting our daily lives. We were right, and here we are. But now, thanks to decades of hard work, communities and countries have an alternative to doubling down on fossil fuels. “In 10 years everyone will have ‘always known’ that solar and batteries were going to win,” Morgan Solar Executive Chair Mike Andrade writes on LinkedIn. With the disruption in the Strait of Hormuz roiling energy priorities around the world, Canada and the United States are among the shrinking number of countries that are still very keen on fossil fuel development. Understanding that gap is a first, essential step in spotting the opportunities ahead, and averting the deep economic as well as environmental and social risk we face if we don’t seize them. Thanks for reading The Energy Mix Weekender! Subscribe for free to receive new posts and support our work. Subscribe Mitchell Beer traces his background in renewable energy and energy efficiency back to 1977, in climate change to 1997. Now he and the rest of the Energy Mix team scan 1,200 news headlines a week to pull together The Energy Mix and The Energy Mix Weekender. Chart of the Week BYD Eyes 20 Dealership Locations After Canada Greenlights Chinese EV Imports ‘Sledgehammer’ Carbon Price Deal Boosts Emissions by 230Mt, Aims for Fall 2027 Pipeline Approval ‘Worse Than Harper’: Regulatory Rollback Would Stop Canada from Assessing Project Impacts, Critics Warn Electricity Strategy Aims for Doubling by 2050, Allows ‘Flexibility’ for Gas Power Plants Opposition Mounts as O’Leary’s Data Centre Approved in Drought-Stricken Utah Diluted Carbon Price Misses ‘Reality of the World We’re In’, Could Impede Diversified Trade: Climate Institute $200B in Clean Energy Investment Will Need On-Time Delivery, Reliable Policies, Trade Association Says ‘Sovereign Pipeline’: CEO Pitches to Keep Trans Mountain in Government Hands What a Supercharged El Niño Could Mean for Canada Canada’s future is electric, and here’s how a power grid superhighway would get us there (Toronto Star) The Perilous Waters of Hecate Strait (Globe and Mail) Saudi Aramco profits jump despite conflict in Middle East (The Guardian) Farmers confront rising cost of fertilizer and fuel as spring seeding under way (Canadian Broadcasting Corporation) Clarkson forecasts 24% decline in offshore oil, gas capital expenditures (Oil & Gas Journal) Pipe Dreams: How Oil and Gas Fail to Deliver Economic Development in Africa (Oil Change International) Developing countries must hold the pen to script the fossil fuel transition (Climate Home News) Iran war threatens the dream of a post-oil economy in the Gulf (Washington Post) U.S. Oil, Gas Work Force Hits Lowest Level Since 2022 (Rigzone) Why Polestar Is Doubling Down on Net Zero as Rivals Pull Back on EVs (Bloomberg) Why this Michigan utility plans to sell its hydro dams for $13 (E&E News/Politico) Levees can no longer save New Orleans (Vox)
Robert Pattinson Responds to Chris Hansen’s Criticism Over His Portrayal in ‘Primetime’: ‘I Hope He Likes the Movie’
Robert Pattinson responded to Chris Hansen’s concerns over ‘Primetime’ during a press conference for the movie at the Venice Film Festival on Saturday, Sept. 5.
Michelle Obama reacts to Viola Davis’ viral 'First Lady' portrayal
Michelle Obama revealed she has not watched Showtime's 'The First Lady,' in which Viola Davis portrays the former first lady.
Discover these 5 curiosities between Chivas Femenil and Rayadas
The countdown to this Saturday continues to move forward. Estadio AKRON awaits us to once again support Chivas Femenil, who will play Jornada 7 of the Apertura 2026 against Rayadas, which will undoubt...
So this is why Chris Hansen is upset about his portrayal in 'Primetime
Robert Pattinson is riveting as the host of 'To Catch a Predator' but viewers probably should take this version of events with many grains of salt.
T.I. Reveals He Never Wanted His Kids to Get Into Entertainment: ‘We Got a Thousand Rappers’
T.I. spoke out on Arian Simone's podcast about the betrayal he's seen in entertainment and why he wanted different paths f...
‘Euphoria’ Star Darrell Britt-Gibson Breaks Down Bishop’s Betrayal of Alamo
Darrell Britt-Gibson peels back the layers of his mysterious character.
Chad Tracy Discusses Brayan Bello's Role As Garrett Crochet's Return Looms
Boston is expected to get Crochet back in the near future.
ENTER HERE to watch Chivas Femenil LIVE against Rayadas
Everything is set for us to experience a great Chivas Femenil match at Estadio AKRON. Against Rayadas, the rojiblancas will look to reaffirm what they showed in the Clásico Tapatío, with the goal of...
The Brayan Bello situation is existential
I’m officially giving up on trying to understand the 2026 version of Brayan Bello. It’s Monday Morning Brushback time, y’all, I guess? I dunno, this is another unorthodox MMBB, but this is what I feel in my heart. This is not the first time this season that I’ve gone into the weekend looking to write […]
Guardians' Brayan Rocchio: Clouts homer in win
Guardians' Brayan Rocchio: Clouts homer in win
How Trump Just Became Our Modern Benedict Arnold: Political Guru
David Rothkopf sounds the alarm on Trump’s stunning betrayal of Ukraine.
Explosive report unearths prominent union money trail labeled a 'stunning betrayal' of MAGA members
A major railroad union is accused of funneling money to Democratic causes while sidelining MAGA members, according to a new accountability report.
Jen Hamilton reflects on her estranged husband's alleged 'betrayal' with 'a grandma': Meet the labor nurse who's going viral
Since publicizing their split, Jen has continued speaking about it candidly on social media.
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.
Opinion | Trump’s Science Cuts Betray America’s Past Since Lewis and Clark
America has funded scientific research since 1804 — and remembers that first project as a national glory. Cutting similar funding today is a betrayal.
Trump slams his own Supreme Court appointees over mail ballot ruling
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Anthropic pins Claude's blackmail on the internet's portrayal of AI
Last year, Anthropic's Sonnet 3.6 model displayed blackmail behavior, prompting a review of AI training data's influence on its actions.
Maura Higgins and Rob Rausch to host new reality series after shocking ‘Traitors’ betrayal
‘Traitors’ stars Maura Higgins and Rob Rausch are on good terms again — and ready to appear on another reality show together. The duo is set to host a new series on Peacock.
Next Rayan Cherki could be heading to Liverpool
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Arsenal x Chelsea - Highlights, Summary and Match Report
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Guardians Even It Up In Ohio Cup
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SF AI Founder’s Zombie Shooter Game Turns Tenderloin Residents Into Targets
A local tech founder has created a multiplayer shooter game set in the Tenderloin, where players gun down zombie versions of neighborhood residents, drawing criticism for its portrayal of people dealing with homelessness and addiction.
Maresca hints at change of role for Man City star
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Cristiano Ronaldo 'betrayal' addressed after Portugal squad exit
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Axing UK science department risks slower policymaking, say tech leaders
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Once again, a Manchester City maestro showed why he is a box office performer
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Esther McGregor and Emilio Sakraya reportedly set to star in ‘Fourth Wing’ TV series
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How Chivas Femenil will prepare to face Rayadas
Working with 3 points in hand is the best way to do it. After the emphatic win they earned last Friday in the Clásico Tapatío, Chivas Femenil is now focused on its next match, when it will host Raya...
Israeli legislative election and Netanyahu's politics of enmity
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Sally Field wins lead actress Emmy for 'Remarkably Bright Creatures'
At 79, the actor whose decades-long career has spanned TV and film, becomes the oldest to win in the category for her portrayal of a widow named Tova Sullivan in 'Remarkably Bright Creatures.'
Haaland, Doku and Cherki fire City to victory at Liverpool
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Juventus is interested in a move for Manchester City star
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Mr. T calls his new Netflix documentary 'garbage'
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Maresca salutes 'unbelievable' Cherki after Man City star sinks Palace
Enzo Maresca hailed Rayan Cherki's "unbelievable" performance in Manchester City's 4-1 thrashing of Crystal Palace on Friday."His performance off the ball was unbelievable.
D-backs @ Guardians Discussion
Today’s Lineups DIAMONDBACKS GUARDIANS Corbin Carroll – RF Angel Martinez – RF Geraldo Perdomo – SS Jose Ramirez – 3B Gabriel Moreno – C Chase DeLauter – DH Ketel Marte – 2B Rhys Hoskins – 1B Max Kepler – LF Brayan Rocchio – SS Nolan Arenado – 3B David Fry – LF Adrian Del Castillo […]
Caroline Kennedy makes rare public appearance months after daughter Tatiana's death, 'Love Story' portrayal
Caroline Kennedy made a rare public appearance at a reception honoring King Charles III and Queen Camilla's state visit in New York on Wednesday. The outing came months after the death of her daughter Tatiana Schlossberg, and her depiction on the FX series 'Love Story.'
Dear Abby | Mom's rekindling with abusive father feels like a betrayal
Dear Abby: I am estranged from my father and have been since I was 12. (I'm currently 26.) He was emotionally, psychologically and physically abusive to me, and cutting ties
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Insurers Hedge on Trump-Backed Pledge To Improve Denials Process
By Lauren Sausser and Renuka Rayasam | KFF Health News One year after the Trump administration announced that dozens of health insurers had signed a six-part pledge promising to reduce barriers to doctor-recommended care, some insurers now say they won’t implement all the promised initiatives.
'Tomorrow the real business starts'
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Lily Allen’s ‘West End Girl’ tour is a brutal, brilliant look at romantic betrayal
"Lily Allen Presents West End Girl" is a fearless display from a woman reclaiming her dignity. Here's how the concert show unfolds.
Surge of Islamophobia in politics creates mental health crisis for Muslims
Research shows negative portrayals of Muslims shape public attitude toward them, leading to increased discrimination, hate crimes and psychological distress.
Detroit Tigers Blow Another Big Lead in Walk-Off Loss
A five-run cushion evaporated in an instant after Brayan Rocchio’s stunning grand slam silenced Detroit, setting the stage for a crushing late-inning collapse against the Guardians.
Haaland double powers Man City to victory over Porto
Erling Haaland scored twice as Manchester City began their Champions League campaign with a 2-0 victory at Porto.This time, though, they got the second goal to kill Porto off as Haaland slotted in Rayan Ait-Nouri's cross for his 59th Champions League goal in 59 games in the competition. kca/iwd/nf
Temporary Protected Status needs to be protected from political whims
Temporary may be part of the the title, but temporary protected status for immigrants shouldn't be arbitrary, write Jennica Larrison and Ben Coleman, who say a White House push to cancel TPS for a dozen countries is "nothing short of betrayal."
'War' review: HBO's delicious legal drama is your next TV obsession
Dominic West and Sienna Miller star in this tale of divorce and betrayal.
How Investors May Respond To OPKO Health (OPK) Boosting Its Nicoya Stake And RAYALDEE Milestones
In early June 2026, OPKO Health reported amending its agreement with Nicoya Therapeutics, gaining a 15% equity stake while maintaining eligibility for up to US$115.0 million in potential milestone payments tied to the commercialization of RAYALDEE for chronic kidney disease patients in Greater China and related territories. This deeper partnership not only expands OPKO’s economic interest in RAYALDEE but also tightens its alignment with Nicoya ahead of planned 2027 regulatory filings across...
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Brayan Rocchio left with an injury during the Cleveland Guardians' win over the Athletics.
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DEG Presents Annual EnTech Awards Honoring Entertainment Technology Innovators
DEG: The Digital Entertainment Group presented its sixth annual EnTech Awards Oct. 6 at the Culver Theater in Culver City, Calif. The 2026 Hall of Fame Award was presented to Gray Ainsworth, EVP and head of global content operations for Lionsgate. Ainsworth recalled his start in the entertainment business as an actor with the legendary … Continue reading "DEG Presents Annual EnTech Awards Honoring Entertainment Technology Innovators"
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How Brendan Wayne channeled his grandfather, John Wayne, in his 'Mandalorian' performance
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2026 COMMENCEMENT SERIES | Marquette senior bridges the gap in science education
Since she was a young girl, Raya Broeren has felt drawn toward science. “I was really interested in science when I was a kid,” the biomedical sciences major says. “I tried to get involved in as many science classes and experiences as I could.” That early curiosity, combined with working as a certified nursing assistant,…
Chivas Femenil Makes Rayadas Work for the Win
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This Is How Chivas Femenil Will Prepare to Face Rayadas
Working with 3 points in the bag is the best way to do it. After the convincing win they secured last Friday in the Clásico Tapatío, Chivas Femenil is already focused on its next match, when they wi...