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John Roberts fought for decades to get rid of the 1935 precedent that had limited a president’s firing authority
For more than 40 years, since his service as a young Reagan administration lawyer, Chief Justice John Roberts has pressed for an exceptionally powerful US president, one who could fire the heads of independent agencies at any time.
Netflix and Superheroes Are Having a Rough Stretch on Streaming....
(Welcome to my weekly streaming ratings report, the single best guide to what’s popular in streaming TV and what isn’t. I’m the Entertainment Strategy Guy, a former streaming executive who now analyzes business strategy in the entertainment industry. If you were forwarded this email, please subscribe to get these insights each week.) I have a quick prediction before we start today’s article: You might see this data in future news articles. Not my specific charts or analysis, but the core trend I’ve been monitoring—Netflix is having a lackluster Q2—will become inescapable. Often, folks want to know “What does the data say?” Well, that’s what it says. I haven’t seen this analysis hit the trades really yet, but I have a feeling some other outlets are going to start making this case soon. Remember, you read it here first. You probably have read about the problems facing superhero films at the box office this weekend. Well, this week, I explore whether superheroes are dying on TV as well! And the data says: definitely maybe! We have a lot to cover in today’s Streaming Ratings Report, which covers the two weeks of 18-May and 25-May. Today, I’m just looking at TV, like Netflix’s disappointing Q2, superhero shows underwhelming, a few TV shows dropping off the charts, The Pitt finally ending its epic run on the viewership charts (and whether “view counts” change its status as one of the biggest shows of all time), all the flops, bombs and misses, and a whole lot more. Tomorrow, I’ve got a great rundown of the film side of things. Let’s dive right in! (Reminder: The streaming ratings report focuses on the U.S. market and compiles data from Nielsen’s weekly top ten viewership ranks, Luminate’s Top Ten Data, Showlabs, TV Time trend data, Samba TV household viewership, company datecdotes, Netflix hours viewed data, Google Trends, and IMDb to determine the most popular content. While most data points are current, Nielsen’s data covers the weeks of May 18th to May 31st, 2026. You can find a link to my terminology here.) Subscribe Television - Netflix’s Q2 Slump Continues Having analyzed streaming ratings for going on half a decade, I have learned to trust my gut, but I’m always relieved when I can find actual data to back it up. For example, after a string of very popular shows like Stranger Things, Bridgerton, The Lincoln Lawyer and The Night Agent came out, week after week, in January and February, my gut wondered if Netflix had enough new and returning TV shows to sustain them throughout the year. Since then, Netflix’s post-March slate of shows has not impressed me. This week seemed to feature a potential new hit, but then, like a classic Duffer Bros. TV show, there was a twist. I speak of The Boroughs, Netflix’s latest (and last) Duffer Bros. produced show. The pitch is “Stranger Things with older actors”. And it topped the Nielsen charts: With just two weeks of viewership, The Boroughs would have been a top 25 debut show last year: But here’s the twist: Netflix has already cancelled The Boroughs! What happened? Likely a few things. First, the show didn’t do as well globally as it did in the US. As What’s on Netflix showed, it lagged behind several other shows that got cancelled. Second, its completion rate was likely low; after an initial burst of interest, it quickly dropped off on the Samba TV and Luminate charts. Third, the Duffer Bros. left Netflix for Paramount, and that may have factored into Netflix’s decision here. (Though I tend to believe that if a show is doing well, Netflix would have kept greenlighting seasons.) Still, just because I can explain why Netflix may have cancelled this show doesn’t mean I’m justifying it. In particular, as I’ve noted before, Netflix is losing a lot of their bigger shows as they reach their natural ends, and they need to replace those shows. This show had the hallmarks of a big new genre show, and it’s their biggest hit of the last few months (in the US at least), but now it’s done. Netflix’s other show this week—The Four Seasons, the second season of the “hit” show from last year—definitely disappointed. Its sophomore season had about half the viewership of the first, only 12.7 million hours. It also only had a two week run on Samba TV, and its numbers were all down on Luminate too. In other words, even with two successes, the Q2 slump for Netflix looks real: I could add to the list of disappointments: Both Lord of the Files and Man on Fire had short runs on the Nielsen charts. Running Point’s sophomore season also opened to about half its viewership, similar to The Four Seasons. A Good Girl’s Guide to Murder’s second season—see below—didn’t even make any of the three viewership charts I track, unlike the first season. Netflix is absolutely having a dismal second three months of 2026. If this Nielsen data is any indication, and I think it is, I think this will show up in Netflix’s engagement report, and maybe even their financial outcomes. And the rest of June doesn’t look much better. We have two hit shows coming back—Sweet Magnolias, one of their quietest big shows, and Avatar: The Last Airbender, a big hit for them in 2024—but the other big swings are limited series crime thrillers i.e. no future season potential. Like I said above, sometimes when I uncover a juicy nugget like this, other outlets end up writing very similar articles mimicking the data without credit. We’ll see if that happens this time! Share Television - The State of Superhero Shows on Streaming When I first heard the pitch for Spider-Noir—a Sony TV show on Prime Video that binge-released eight episodes first on MGM+ then on Prime Video two days later—I had my doubts. It’s a live-action Spider-Man show set in the 1930s, starring Nicholas Cage, based on a cameo of a character in Spider-Man: Into the Spider-Verse. No, seriously, that’s the pitch. That could either go terrifically well or horribly wrong. Great because, Spider-Man. He’s the biggest superhero we have. I’ve seen tracking numbers that put the new _Spider-Man: Brand New Da_y as the blockbuster of the year and initial pre-sales back that up. And yet this Spider-Noir pitch feels very esoteric. (Also, the eight-episode binge release feels very “Amazon copying Netflix” again.) So what’s the data say? And what does this say about the future of superhero shows?
Reviews clear Telescope Health of fraud allegations; officials encourage Jacksonville residents to use HealthLink JAX
Multiple reviews have found no evidence of fraud, criminal wrongdoing or misuse of taxpayer dollars by Telescope Health, ending months of scrutiny over the Jacksonville company that operates the city’s HealthLink JAX program for uninsured residents.
Future OLED Macs and iPads could support a much wider color gamut, per report
As Apple gears up to bring OLED to the Mac, a new TrendForce report looks at the wider color gamut reportedly planned for future MacBook Pro, iPad Pro, and iMac displays.
AI is rewriting the political competitive landscape
Artificial intelligence is rapidly becoming a central infrastructure layer in political campaigns, reshaping how elections are financed, contested and influenced, The New York Times reports. Campaigns and affiliated political groups are increasingly investing in AI-driven tools for voter targeting, message optimization and large-scale content generation, turning modern elections into capital-intensive, technology-enabled competition. This shift is […]
This Simple Nightly Ritual Improves Nail Health
A dermatologist explains the benefits of nail oiling, as well as which types work best and how often you should apply them.
THE WEEK OF JUNE 29, 2026
- NSF proposes grant policy changes - Republicans urge DOE to limit lab access - DOD highlights aging labs
Gov. Laura Kelly surveys landscape as she exits government service, points to unfinished business
Term-limited Gov. Laura Kelly celebrates work on priorities of economic development, fiscal stewardship and investment in early-childhood development.
Usernames Are Coming to WhatsApp Soon. Here's How to Reserve Yours
Even if you only use WhatsApp sometimes, you might want to snag your username now to stop giving out your phone number.
Healthcare AI's next big leap: Removing friction from clinical workflows
Rather than just adding more applications, one CMIO says, organizations should focus on using automation and intelligence to eliminate unnecessary steps, reduce clinician burden and streamline care delivery.
Expert: Tennessee Redistricting Plan Driven by Politics, Not Race
An expert defends Tennessee's congressional redistricting plan, arguing racial consequences stem from partisan aims, not racial discrimination.
Supreme Court will weigh Trump-backed Republican push to revive Arizona voting laws
WASHINGTON (AP) — The Supreme Court said Monday it will consider a Republican push to enforce strict Arizona voting laws passed in the swing state after the 2020 election. The high court has allowed some similar rules to take effect temporarily before, including Arizona's proof-of-citizenship requirement for state and local elections and a Virginia purge of voter rolls that the state said was aimed at keeping noncitizens from voting. READ MORE: Supreme Court rejects Trump's
Supreme Court rejects Trump's push to toss $5M verdict in E. Jean Carroll case
The decision comes about two years after the court granted Trump broad immunity from criminal prosecution
BCBSM billing change could limit access to mental health care, psychiatric offices say
A recent billing change announced by Blue Cross Blue Shield of Michigan will affect access to mental health care across the state, according to psychiatric offices. The insurance provider says the change is in line with up-to-date guidance.
The Busy Bar Is a Gadget to Get People to Leave You Alone
Flipper Devices, a company that built a banned hacking device, now wants to hack your attention span.
OpenAI sets up 'warroom' to fix Codex limit issues
OpenAI investigates Codex's usage limit depletion that's impacting some users. The company has reset user caps to address the problem.
Why scientists fear we're missing evidence of extraterrestrial life
Scientists are raising concerns that we may be overlooking evidence of extraterrestrial life even when it is present. Hidden biosignatures, limitations in detection technology, and assumptions about what life should look like can all create dangerous false negatives. The researchers say future missions should focus not only on finding life, but also on understanding how signs of life could be missed.
AP Decision Notes: What to expect in Colorado's state primary
Democratic voters in Colorado will decide in a state primary which of two well-known statewide officeholders to nominate to replace term-limited Democratic Gov. Jared Polis.
The Ken-ification of Hungarian Politics
June 29, 2026 | What does Orbán’s defeat reveal about the limits of performative masculinity in populist politics?
The Anti-Data-Center Movement Is Reshaping Michigan Politics
Climate activist Will Lawrence cofounded the Sunrise Movement. Now, he has shifted his focus in his attempt to compete for a swing-district seat by calling for a data center moratorium.
How the Mass Shooting at Bondi Beach Shattered Australia’s Political Consensus
After the country’s most deadly act of gun violence in nearly thirty years, some politicians asked whether the real problem wasn’t gun control but antisemitism. Were they right?
Something Is Very Wrong with Modern Longevity Science
A new book argues that many of the world’s oldest people aren’t so old after all.
Nancy Pelosi's post-Congress plan: Launching UC Berkeley politics institute
Rep. Nancy Pelosi will launch a multimillion-dollar politics institute at UC Berkeley when she leaves office, co-teaching a course on Congress and hosting visiting fellows from across the political spectrum.
PPDS Brings 'Limitless' TV Entertainment To Historic 5 Star Bellevue Syrene Hotel With Philips MediaSuite
PPDS, the exclusive global provider of Philips Professional Displays, has announced that its Philips MediaSuite TV range has been chosen to deliver seamless access to a virtually limitless world of | Delivering modern luxuries to the 18th century hotel in Sorrento, Philips MediaSuite TVs with cast built in are now bringing seamless access to millions of movies, TV shows, games, and streaming apps to guests at one of Italy's most prestigious and exquisite hospitality destinations.
AB Science reports completion of the step 3 of phase 1, evaluating the combination of AB8939 with venetoclax for the treatment of refractory or relapsed AML
PRESS RELEASE AB SCIENCE REPORTS COMPLETION OF THE STEP 3 OF PHASE 1, EVALUATING THE COMBINATION OF AB8939 WITH VENETOCLAX FOR THE TREATMENT OF REFRACTORY OR RELAPSED ACUTE MYELOID LEUKEMIA THE COMBINATION OF AB8939 WITH VENETOCLAX GENERATED A 67% OVERALL RESPONSE RATE (ORR) AND A 100% DISEASE CONTROL RATE (DCR), WITH NO DOSE-LIMITING TOXICITIES (DLT) OBSERVED, IN A POOR-PROGNOSIS POPULATION WITH ADVERSE GENETICS TREATED IN THE SECOND - TO FOURTH-LINE RELAPSED OR REFRACTORY SETTING Paris, June 2
PS6 Hardware Cost Estimated at $900+
The upcoming Sony PlayStation 6 is slated to launch sometime in 2028, and with recent reports claiming that the ongoing RAM crisis likely won't end or ease up much before then, concerns are mounting about the price of next-gen gaming consoles. Those concerns are seemingly justified, with ubiquitous ...
Opinion: Bring back respect in politics
No matter your party or political persuasion, it is undeniable that American politics has taken on a tenor of anger and pessimism. This national mood has made American politics atoxic stew of rage, discontentment and despair. Many Americans don’t feel that the reforms they would like to see in their government are possible. These...
Is this World Cup now Europe v South America? Which giants fall today? Day 18 recap
Sunday was the strangest day of this World Cup, in that there was only one match, sandwiched between days with six and three respectively. This was for scheduling reasons: no third-placed sides could have played on Sunday, given that the identity of the eight sides and their precise fixtures had only been decided on Saturday night. It would also have been impossible to organise fixtures between any other winners and runners-up while also giving them a reasonable — and relatively similar — number of days since their final group stage fixture. In the game that did happen, co-hosts Canada...
Winning Before Kickoff: The science behind success at the 2026 FIFA World Cup
The World Cup is usually remembered for what happens after the whistle: the impossible assist, the heroic save, the deflection that turns a nation’s hope into heartbreak. But in 2026, some of the most important contests may be decided before kickoff, in training rooms, recovery suites, flight schedules, hydration plans, and cooling protocols. Science cannot eliminate soccer’s glorious unpredictability, but it can help teams survive it.
Trump news at a glance: Biden says Trump has ‘diminished’ US standing in the world as he attacks his successor
Former president calls Trump ‘a loser’ and criticizes his attempted makeover of Washington. Key US politics stories from Sunday 28 June at a glance
AHA/ACC/ESC/WHF Expert Consensus Document in Collaboration with HFSA, HFA and JHFS: Second Universal Definition of Heart Failure (2026)
In response to the rising global prevalence of heart failure (HF) and limitations in research, surveillance, and prevention, in 2021 multiple cardiac societies convened to issue the First Universal Definition of Heart Failure, establishing uniform terminology, including a designated Stage B (pre-HF) to identify at-risk individuals.
Meaningful Outcomes Determine the Winners of the Health AI Race
Global investment in healthcare AI exceeded $18 billion in 2025, yet health systems still lack a shared understanding of the outcomes that investment should deliver. This paper argues that success in the health AI race will be determined not by technological sophistication but by which systems first identify and pursue the outcomes that matter most to patients, professionals and health systems. Without a shared language for defining and measuring what healthcare AI should deliver, systems risk optimizing for what is easiest to count rather than what matters most. This paper provides a framework for ensuring AI investment translates into real value for healthcare systems and the populations they serve.
Efzimfotase alfa demonstrated improvements in bone health in treatment-naïve pediatric patients with hypophosphatasia achieving median difference of 1.67 vs placebo in RGI-C Score at week 25 in MULBERRY Phase III trial
Positive results from the MULBERRY Phase III trial showed that efzimfotase alfa (ALXN1850), an investigational enzyme replacement therapy, demonstrated a statistically significant and clinically meaningful improvement in bone health in children (2 to
Entertainment Firms Face AI Copyright Uncertainty
Editorial analysis: For AI and ML practitioners, unclear copyright rules raise the legal risk and compliance cost of using generative models in production content pipelines. According to The Economic Times, Indian entertainment firms are investing heavily in AI for content creation, but current copyright law, which is tied to human creativity, may not clearly protect AI-assisted or AI-generated works. The Economic Times reports lawyers warn that, without specific legislation or case law, such works face risks of duplication and misuse, complicating licensing, attribution, and monetization for studios and creators. The article highlights that creators and rights holders in India currently have limited legal recourse under existing statutes, per The Economic Times.
AI As Conscious As That Toy Bird Is Thirsty
OpenAI and the like are using our fantasies about technology to bilk investors, if we want to protect the public we need to establish the difference consciousness and something mimicking it
What to Do in Houston If You're Here for Business (2026)
Make the most of your work trip with these restaurants, bars, coffee shops, and downtime destinations.
What is extra time in the World Cup knockout stage? Complete rules explained
When a match ends in a draw in the single-elimination phase of a soccer tournament, an additional 30 minutes of play are required
After trying a Google TV projector, I may never buy another TV ever again
After spending a few weeks with a Google TV projector, I think I may be done buying actual TVs for good. Here's what changed.
Japan's workplace culture reshaped my expectations of work
Moving to Japan presented challenges in practices like gift-giving and limited sick leave, and reshaped what I expected from work.
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.
Could 'humanmaxxing' actually help you live longer? Here's what experts say
Humanmaxxing is the latest wellness trend focused on maximizing human potential through biohacking, longevity science and advanced medical treatments.
Could 'humanmaxxing' actually help you live longer? Here's what experts say
Humanmaxxing is the latest wellness trend focused on maximizing human potential through biohacking, longevity science and advanced medical treatments.
Scotland's elimination from World Cup confirmed
Scotland are out of the 2026 World Cup as they are unable to finish the group stage as one of the eight best third-placed teams.
Health care program in Boston working to ensure homeless women get care they need - Boston News, Weather, Sports
BOSTON (WHDH) - A health care program in Boston is aiming to ensure that homeless women in the area are getting the care they needRead More
As free agency nears, the Wild have business to attend to beyond Dylan Larkin
Larkin is the player the Wild want, but they will also need to re-sign or replace players like Mats Zuccarello and Vladimir Tarasenko.
Uruguay federation reportedly cancels charter flight after World Cup elimination
Brewers Continue Testing Jacob Misiorowski's Limits
After touching triple digits with a record-shattering 105.5 mph heater, the Milwaukee Brewers flamethrowing ace escaped a bases-loaded jam to prove his elite resilience and Cy Young caliber endurance.
Anthropic's Mythos 5 gets limited carveout from US restrictions
Anthropic said it is restoring access to Mythos 5 for a set of US organizations that "operate and defend critical infrastructure."
Venezuela Quakes Push Fragile Health System to the Brink
Earthquake victims are overwhelming healthcare centers in Venezuela’s coastal state of La Guaira and beyond, pushing an already fragile health system past its limits.
Austrian GP: George Russell tops Practice Three from Kimi Antonelli and Lewis Hamilton to set up thrilling qualifying
Mountain lions changed everything in this tiny California preserve
A surprising ecological makeover unfolded when mountain lions began frequenting a small preserve south of San Francisco. Deer activity dropped, plants recovered, and shifts among predators like coyotes, bobcats, and foxes followed. The study shows that powerful “trophic cascades” aren’t limited to remote wilderness—they can happen in small, suburban preserves too.
Lawsuits filed against Pharr immigration-related business after filing unauthorized asylum claims
Two families have filed lawsuits against Pharr-based Ferrer Public Services, claiming the business filed unauthorized asylum applications that put their immigration status at risk.
Stars like Mohamed Salah make World Cup magical for Seattle sports fans
Seattle will remember Mohamed Salah after this World Cup comes to an end. This proximity to excellence is part of what makes the tournament so great.
Asheville grants $855K to business accelerator, extends recovery program through 2028
Asheville grants $855,000 to Optimist Ventures, an accelerator for Asheville entrepreneurs affected by Hurricane Helene.
US government allows Anthropic limited release of AI model that sparked cybersecurity concerns
The US government has allowed Anthropic to release its powerful Mythos AI model to select companies and organizations, revising license requirements after ordering an export block earlier this month in the wake of national security fears.
4 AI Prompts to Build a Profitable One-Person Business in 2026 (The Part Every AI Influencer Skips)
Spot the one move every AI influencer skips — and turn it into your next multimillion-dollar business.
Trump ramps up attacks on Democrats as ‘godless Communists’ ahead of November’s midterms
President Donald Trump on Friday seized on the electoral success of several democratic socialist candidates to ramp up his attacks on the Democratic Party, claiming it was being taken over by “godless Communists” who pose an existential threat to the nation.
Trump posts new passport rendering — featuring a memorable photo of himself
President Donald Trump unveiled a new rendering of a special commemorative US passport bearing his likeness Friday, debuting a limited-edition passport to mark America’s 250th anniversary this year.
World Cup 2026 Round of 32 tracker: Who’s qualified, who’s eliminated and who’s still alive
Tired of long waits? Mochi Health offers virtual care starting at $39
Mochi Health now offers full-service virtual care with unlimited visits, flexible pharmacy options and plans starting as low as $39.
His Fortune’s From the Trash Business. His Basquiats Are Priceless.
In the last few years, waste-management billionaire Patrick Dovigi has become one of the biggest art collectors on the scene. But he’s still under the radar—maybe the shots fired on his home have something to do with that.
MacBook Ultra and new MacBook Pro both launching this fall, per rumors
Apple’s high-end MacBook plans are coming into focus after recent Bloomberg reports, including MacBook Ultra and a new M6 MacBook Pro.
OpenAI launches limited preview of GPT-5.6 at US government's request
OpenAI said they were complying as part of its agreement with the Department of Defense, which allows the department to use its AI models.
Austrian GP: Kimi Antonelli completes Friday practice double as Mercedes team-mate George Russell struggles
Seattle’s Pioneer Square lands a new retailer
A bespoke diamond jewelry company opened a store in Pioneer Square. The CEO is optimistic about its future in downtown Seattle.
New iPhone 18 specs report raises big question of iOS 27 limitations
Apple’s base model iPhone 18 might not get as much RAM as expected—raising questions about support for iOS 27’s most demanding features.
An Incomplete History of Seattle Sports
Sonics, Seahawks, Sounders, Storm, Steelheads, Mariners, Kraken, and more.
MAI-Code-1-Flash for Copilot Business and Copilot Enterprise
MAI-Code-1-Flash, Microsoft AI’s in-house coding model, is now generally available for GitHub Copilot Business and Copilot Enterprise, building on its recent expansion across Copilot surfaces. Purpose-built for coding and optimized…
New iPhone Ultra report has new pricing and release timing info
Apple’s highly anticipated foldable iPhone is launching this fall, but a new report today claims you might have to wait...
Air-conditioning becomes political amid sweltering Europe heatwave
Much of western Europe baked under a “heat dome” as temperatures soar. Authorities warn that the extreme conditions could endanger lives across countries, many of which have limited air conditioning, a topic of which has left the people of Paris divided.
New York’s primaries signal a new force in US politics
Progressive, Muslim and Arab American candidates are challenging old limits on debate over Israel and Palestine.
Starlink veterans launch startup to broaden megaconstellation ownership
Former SpaceX engineers who helped build and scale Starlink have launched a startup aiming to deliver megaconstellations for governments and companies seeking more control over space-based infrastructure.
Trump foe John Bolton is set to plead guilty. Here’s why the case didn’t fall apart
As several criminal investigations into President Donald Trump’s foes continue to flail, federal prosecutors are now ushering one of his biggest critics to a conviction.
Sweden: European Social Rights Committee calls for an end to Sweden’s two-tier healthcare system
Amnesty International welcomes a landmark decision by the European Committee of Social Rights finding that Sweden breached the right to health without discrimination.
Smart voices in business react to Apple and Xbox price hikes
After Apple and Microsoft's Xbox raised prices due to a shortage of memory chips, tech observers are not optimistic about future prices.
It's Xbox's turn (again), as console prices keep going up
Microsoft announced a price hike for the Xbox Series consoles today, the third in little over a year. Effective August 1, the Xbox Series S, which launched in 2020 for $300, will cost $500 in the U.S. The Xbox Series X, which launched in 2020 at $500, will go for $800. This follows a round of PlayStation 5 price increases from Sony this spring, and a slow-motion increase for Nintendo’s Switch 2, which will kick in in the U.S. in September. (Mind you, there were also eight video game industry price hikes in six months of 2025). The chart up top shows the sudden ascent of console prices over the past year, a sudden surge in an already unusual hardware generation. Prices had been flat for years, now “up” is the new “flat.” Game console prices used to go down across the length of a console generation, but not this time around. Microsoft’s explanation for the new price hike today: We hoped another price increase would not be necessary, and we have spent the last several months working with suppliers on options. Unfortunately, console storage and memory prices have increased by more than 2.5x and we expect another doubling by the fall of 2027. The entire consumer electronics industry is struggling with the current components crisis, but the effects are particularly hard on consoles. Unlike phones, computers, speakers, and other consumer devices, consoles are typically not sold at a profit, but instead for less than they cost to make. This is an issue well beyond game consoles. Apple announced price hikes on its computers and tablets today as well. Game File is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe Item 2: Brutal Bungie cuts Bungie laid off “most” of its Destiny development team and some developers who worked on Marathon, the newest game from the struggling Sony-owned studio. A WARN notice issued by Sony to Washington State, where Bungie is based, tallied cuts impacting 292 workers, effective next month. That’s strictly for Bungie/Sony jobs in Washington and wouldn’t account for any elsewhere. The video I clipped below shows the redacted list of Bungie cuts filed to Washington State officials. As you’ll see, I had to scroll for a while… In a note emailed to PlayStation workers and published online, PlayStation game studios chief Hermen Hulst offered the following explanation for these latest cuts at Bungie: This is painful news, especially for talented colleagues whose roles have been eliminated. This decision was made only after extensive discussion and careful consideration, and I want to provide some context on how we arrived here. Over the past several months, together with Bungie leadership, we reviewed the studio’s long-term direction, development priorities, resource needs, and role within our broader portfolio strategy. We explored multiple alternatives before concluding that a reduction was necessary to align the studio’s resources with its current priorities and long-term goals. In 2022, Sony bought Bungie for $3.7 billion. The studio’s marquee game, the multiplayer live service shooter Destiny 2 was losing popularity at the time. Its next game Marathon, released earlier this year, has been well-reviewed but had a slow start. Bungie is renowned for making great shooter games, and Destiny fans have mourned the wind-down of Destiny 2. They’ve also expressed bewilderment over reports that Destiny 3 is not, per Bloomberg, immediately in the cards.
This Is Probably Your Last Chance to Buy a Cheap MacBook for a While
Apple has dramatically jacked up the price of MacBooks, making the current Prime Day pricing that much more enticing.
Evaluating the robustness and readiness of large frontier models in health AI applications
Nature Medicine - Adversarial evaluation of leading AI models uncovers gaps between benchmark success and robustness, highlighting limitations in current health AI benchmarks and their ability to...
AI designs the ideal burger for taste, health, and planet
Stanford researchers developed an AI tool that creates novel burger recipes optimized for individual preferences. The implications for science go well beyond food.
FEMA official who claimed he teleported to Waffle House ousted from agency, sources say
A top FEMA official who had drawn scrutiny for bizarre past remarks — including claiming he teleported to a Waffle House — has been pushed out of the agency, four sources tell CNN.
Making Our Own Luck
We are cross-posting a piece that former NIH official Kris Willis wrote for Macroscience. Kris is now the President and Founder of the Woodley Park Institute, for which I’m a board member. Picking winners or hedging bets? Federal science agencies have long wrestled with the question of how to ensure their billions of dollars of grants and contracts result in maximum benefits for Americans. On the surface, it might seem that a goal-oriented, interventionist style of management would be the best policy: prioritize our most pressing problems and distribute funding accordingly.This top-down strategy creates a unique hazard, though: bad choices can send resources in the wrong direction, resulting in slow progress that impedes the delivery of tangible benefits to citizens. Moreover, if decision makers pursue an applied advance when the underlying scientific principles remain poorly understood, they risk costly failures and a loss of support for the research enterprise at large. Examples include Nixon’s 1971 War on Cancer, undertaken on the premise that a cure could be achieved in less than a decade, the drive to build an operational commercial fusion plant by the mid-1990s, and the National Plan to Address Alzheimer’s Disease, which failed to produce the effective treatments and prevention strategies promised by 2025. The contrasting laissez-faire approach is to hedge your bets. If the path to an advance is impossible to predict, then the wisest choice might be to distribute funding to as widely as possible. The main risk of this strategy is that spreading funding thinly may limit the resources available to the most promising research, resulting in the same negative outcomes as the interventionist approach: limited support for the most promising topics, slow progress, and delayed returns. In reality, at science agencies like the National Science Foundation and National Institutes of Health, program managers navigate between these two extremes, setting some funds aside to target high-priority areas and using the rest to cover the widest possible range of meritorious proposals. This middle path seems like the most rational way to proceed, but it still requires making choices. How much should be set aside for high priority topics? What should those topics be? How should we define merit? Expert opinion can provide a helpful guide, but leading experts can have remarkably different opinions about what matters and what should be prioritized. Moreover, experts and administrators alike can be risk averse, giving an edge to high-profile, well-established concepts. What’s really needed is a data-driven framework to help guide decision-making, one that doesn’t simply repackage prestige or incumbency. Recognizing breakthroughs years in advance Many breakthroughs fail to attract funding or recognition at the earliest stages of development. Katalin Karikó, for example, spent years struggling to win grants for work on mRNA that would eventually win her and Drew Weissman a Nobel Prize. Similar stories can be told about Jim Allison’s groundbreaking studies leading to the development of cancer immunotherapy, Stan Pruisner’s demonstration that prions can self-replicate without DNA, or Robin Warren and Barry Marshall’s proof that Helicobacter pylori, not stress, causes ulcers. Yet at some point, the scientific community recognizes and responds to transformative breakthroughs like these. How does that change happen? And what if science funders could identify the areas that are on the cusp of a breakthrough? Those questions led my collaborators and me to study how scientists responded to past breakthroughs. Based on patterns in that data, we developed a means of predicting future breakthroughs, using biomedicine as a proof of concept. It’s worth taking a moment to describe how our approach works. Briefly, our prediction process begins by grouping the 18 million or so peer-reviewed papers in PubMed, the authoritative database of biomedical research, into roughly 50,000 unique topics. A small subset of these topics are so widely acclaimed as breakthroughs that they have been recognized with a major prize like a Nobel or a Lasker Award. We theorized that studying the development of these outliers over time, especially before they gained acclaim, was the key to identifying future instances of them. After defining topics, we chose 21 representative breakthroughs and asked what they looked like before they won prestigious prizes. To answer that question, we re-ran our topic-mapping algorithm repeatedly, winding back the clock one year each time, stringing together the years to follow the progress of each field as it grew and advanced. We found that in each case, the years leading up to a discovery followed a pattern: a burst of papers on a new, rapidly evolving topic, many of which quickly became influential. These characteristics—the percent of papers that are new, the percentage of papers that are brought in from other topics, and the influence of each individual paper—can all be measured separately for any given topic. Together, they act as a predictive signal that is detectable an average of five years before a transformative discovery is made, and up to thirty years before the discovery receives a major prize. Scanning the current research landscape for topics that display this signal allows us to predict what work will likely produce a future breakthrough. Each year we analyzed includes four or five signals, a number that appears to have remained constant across a twenty year time frame. In their classic work on the sociology of science, Bruno Latour and Steve Woolgar established that the desire to participate in a major discovery is an important motivator for scientists as they consider whether they should take up (or abandon) a research problem. Although further work is needed, the simplest explanation for our results is that this behavior is widespread enough to detect at scale. A foundational advance, or something like it, draws the attention of scientists and causes them to change the direction of their research. They vote with their feet, staking their own reputation and careers by publishing on and citing the new idea. That upswell of interest is the foundation of our breakthrough signal. What kind of research does our model identify as a breakthrough? After building a model based on the patterns in our 21 preselected breakthroughs, we tested it by identifying all early signals of discovery from 1994 through 1997. Of the 18 signals we found in that time period, 17 can be traced forward in time to a breakthrough. Examples include super-resolution fluorescence microscopy (see the image above), the directed evolution of proteins and enzymes (Chemistry Nobel, 2018), and sequencing the human genome (National Medal of Science, 2008). The discovery of the role of leptin signaling in obesity is a particularly interesting case study. Around 1950, scientists noticed the existence of a type of lab mouse that suffered from a unique inherited form of obesity. When given the freedom to choose their own diet, these mice ate more than normal and preferred food that was high in fat. Researchers had few clues as to why the animals overate; early experiments pointed to the existence of a soluble ob factor found circulating in the bloodstream that regulated appetite, but its identity was unknown. In 1994, Jeffrey Friedman and colleagues identified and sequenced the ob gene, noting that the protein it encoded appeared to fit the profile of a circulating factor. A year later, a trio of high-profile publications demonstrated that ob was a hormone that regulated body weight and fat deposition by regulating appetite. One of these was co-authored by Friedman, who christened it leptin from the ancient Greek word for thin. Using our model, the data from 1996 make it clear this advance would become a breakthrough. Scientists had flocked to study the biology of the new hormone, generating the flurry of new papers and citations required to produce a signal. One of these demonstrated that serum leptin concentrations reflected the amount of adipose tissue in the human body, providing clinical validation of the earlier mouse studies. Before the identification of leptin, scientists were unable to point to a specific molecule that controlled appetite and adiposity, so that it was impossible to rule out non-physiological causes of obesity; its characterization fundamentally changed our concept of weight gain. In 2010, Friedman and fellow pioneer Douglas Coleman were awarded a Lasker for the discovery. Our work also identifies breakthroughs in clinical practice and behavioral and social sciences, even though these areas are less likely to draw the attention of major prize committees. One example that falls into this category is the introduction of endovascular aneurysm repair, a minimally invasive surgical procedure for the treatment of abdominal aortic aneurysm, a leading cause of death among Americans over the age of 65. Relative to the previous standard of care, it reduces in-hospital mortality by almost four-fold. In 2017, Timothy Chuter received the American College of Surgeons’ prestigious Jacobsen Innovation award for his multiple refinements to the technique. Another under-recognized breakthrough identified by our model is the development of standardized survey instruments to assess the quality of life for HIV+ patients. The antiretroviral cocktails introduced in the mid-1990s reduced AIDS mortality, but treatment came with serious side effects. The new evaluations showed that patients whose disease progressed had worse physical functioning than Americans with other chronic diseases, while those who were asymptomatic maintained a health-related quality of life on par with the overall US population. This evidence made it possible for patients and activists to argue that even in the absence of a total cure, and in spite of the side effects, alleviation of symptoms was a worthwhile priority for clinicians. My colleagues and I have failed to identify any significant recognition for the physicians and health policy experts who pioneered this advance, although in 2016, researchers called for the World Health Organization to set targets for good health-related quality of life as part of its framework to end the AIDS pandemic. From forecasting to funding How should science funders use our predictions? Any serious discussion of what we should do with this new capability needs to begin with an understanding of its limitations. We can’t (and shouldn’t) invest all of our resources in the small number of topics predicted to produce breakthroughs. Innovative new fields are born from existing ones; they rarely arise de novo. If funders don’t maintain a diverse portfolio, the breakthroughs of tomorrow will have no antecedents. Think of this as eating the seed corn, or killing the goose that lays the golden egg. There are also multiple goals of funding beyond basic scientific discovery, including translating discoveries into clinical practice, developing new technologies, supporting economic development, and training new scientists. The investments needed to accomplish these goals are likely different from those required to support emerging breakthroughs. Finally, we must be aware that we may not capture every instance of a breakthrough. The concept is fuzzy, and not every significant discovery is recognized with a major award. Further, breakthroughs are rare, meaning that our dataset is, by necessity, small. This makes formal estimates of accuracy challenging. Although our overall success rate appears to be high, any one signal may turn out to be a false positive. We found one apparent example: the development of the third generation COX-2 inhibitors, Vioxx and Celebrex, which were much celebrated in the early 2000s as effective but non-addictive pain relievers, meets all the algorithmic criteria of a breakthrough. Five years after it received FDA approval, researchers demonstrated that Vioxx was associated with serious cardiovascular complications, and the manufacturer voluntarily pulled the drug from the market. Celebrex remains available, although like other NSAIDs, it carries an FDA warning for increased cardiovascular risk. Decision makers who were overly focused on the breakthrough potential of this research might have wasted substantial resources nurturing an area that ultimately proved to be a failure—but so would those who relied on expert opinion at the time. That said, the potential benefits of funding the next mRNA vaccine or cancer immunotherapy years earlier than we might have are large. When we can’t assume the outcome of an action, it’s worth conducting an experiment. Can targeted support for areas that are poised to produce a breakthrough increase the return on scientific investment without cannibalizing future advances? With the necessary administrative infrastructure in place, conducting this experiment would be straightforward. First, identify all the breakthrough signals between 2018 and 2023, select half at random, and commit to a decade of investment. For biomedicine, a six year window should yield about 30 topics with the potential to produce a breakthrough. Providing strong support to half of these might be accomplished for $300 million a year. That’s roughly half of the recent annual budget of the NIH Common Fund or around 20% of the fiscal year 2025 budget for ARPA-H. After five years, then again at ten, compare to see which group — the one that was actively managed, or the control — produced more breakthroughs, and on what timescale. Although we used biomedicine as an example, the same experiment could just as well be run for physics, materials science, or any other discipline. Any attempt to undertake such an experiment should keep three points top of mind. First, we can predict the topic of future breakthroughs, but the people and vision for how to move the work forward are still important. In practice, this means success requires active program managers with the expertise to develop the science and the authority to do so, including by recruiting investigators. Second, we would be wise to learn from the failures of past attempts to fund transformative research. High among these are funding modestly repackaged work, confusing the genuinely novel with the merely unfamiliar, and relying too much on incumbent investigators. All of these risks can be mitigated by thoroughly and intelligently integrating high quality data into portfolio management. Finally, we need to have patience. Even with strong funding support, producing a breakthrough takes time. If supporting breakthroughs is the best way to nurture the birth of new fields, we also need to accurately describe and properly manage the other two stages, so that we invest wisely throughout the productive lifetime of ideas and divest once they reach the point of diminishing returns. We would benefit from more study of all of these phases, especially the transition from one to another. More research could answer questions like: When does a breakthrough become an established field? How do the availability of funding, the size and characteristics of the available workforce, and the accumulation of evidence that disagrees with prevailing models affect a field’s decline? Exactly how do old ideas give birth to new ones, and can we speed up the process? The more we understand about the dynamics of scientific progress, the better we can maximize the odds that our curiosity leads to results. I’d call that finding a way to make our own luck.
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