@hi_disruptivas Se é um SPA, a random strting nem vai fazer diferença pra ajudar a proteger.
Acho que a dica mais relevante é: se você não entende de autenticação, não deixe sua IA fazer.
Cloudflare zero trust é simples, seguro e grátis pra maioria dos casos (especialmente bom pra dashboards(
Pixar hired a chef with three Michelin stars to design the dish in Ratatouille. Then they built the scene around the neuroscience of how taste triggers memory, and got Peter O’Toole to deliver one of the great monologues in animation history.
What you call “taste” is mostly smell. When you eat, molecules rise up the back of your throat into your nose. From there, smell takes a unique route. Every other sense (sight, sound, touch, even the actual taste your tongue picks up) gets filtered through a kind of switchboard in your brain first. Smell skips it. The smell heads straight to the parts of your brain that handle memory and emotion. Which is why one bite of food can drop you back into a moment from 30 years ago.
Ratatouille’s director, Brad Bird, built the entire flashback around this. Anton Ego takes one bite, and Pixar zooms the camera through his pupil into a childhood kitchen. The dish itself was Thomas Keller’s. His restaurant The French Laundry in California has three Michelin stars. He took a 1976 recipe by French chef Michel Guérard called confit byaldi (paper-thin vegetables spiraled over a tomato-pepper sauce) and adapted it for the film. Keller even had Pixar’s producer intern in his kitchen for months to get the look right.
Anton Ego is voiced by Peter O’Toole, the lead in Lawrence of Arabia. He was nominated for Best Actor eight times. Never won. He holds the record (tied with Glenn Close) for most nominations without a win, and once called himself the Academy’s “Biggest Loser.” He was 75 when he recorded the Anton Ego monologue. He died six years later, and it became one of his signature performances.
The speech was Brad Bird’s. In the review he writes the next morning, Anton Ego turns on his own profession. Critics risk almost nothing, he writes. They thrive on tearing strangers apart. The only risk that matters, he writes, is defending new talent when no one else will. He ends with the line everyone still quotes: “a great artist can come from anywhere.”
Ratatouille won Best Animated Feature at the 2008 Oscars, plus a Best Original Screenplay nomination on the strength of Bird’s speech. The film grossed $624 million on a $150 million budget.
In 90 seconds, a cartoon rat and a fictional food critic turn that science into something you can feel. Your best memories live in your stomach.
New Anthropic research: Natural Language Autoencoders.
Models like Claude talk in words but think in numbers. The numbers—called activations—encode Claude’s thoughts, but not in a language we can read.
Here, we train Claude to translate its activations into human-readable text.
Before Vision Transformers, there were ConvNets. Then everything changed.
Merve Noyan breaks down how computer vision evolved — and why it matters for the AI systems we use today.
@t40nx@carolinadayan1@Goycolea_ Um livro conhecido na academia por usar tons cospiratórios, com erros factuais e uso seletivo de evidências (que foi empiricamente refutado)... sua recomendação faz sentido.
Israel breaks this chart in half.
GDP per capita comparable to Germany. Housing costs higher than anywhere in Europe. One of the most educated populations on earth. TFR of 2.9, nearly double the OECD average.
The correlation between income and fertility is real, but calling it a "self-defeating mechanism" confuses the map for the territory. Income is a proxy for a bundle of things that happen simultaneously when countries modernize: urbanization, female education, career optionality, contraceptive access, and a cultural shift from family-as-economic-unit to individual-as-meaning-unit.
Israel has all of those inputs. And secular Jewish women there still have near-replacement fertility of ~2.0. College-educated Israeli women out-reproduce non-educated European women. The gap between Israeli and European fertility is actually wider among the educated than the uneducated.
What Israel has that Germany, Japan, and South Korea don't: a shared sense that building the next generation is the point. Social solidarity so thick that grandparents live within driving distance of nearly every child. A culture where having three kids at 35 with a graduate degree is normal, not sacrificial.
Sweden, Germany, and South Korea have all spent enormous sums on pro-natal benefits. Their TFRs: 1.42, 1.36, and 0.73. You cannot subsidize your way out of a culture that has deprioritized reproduction. The mechanism here isn't economic. It's existential. Countries that believe they're building something have kids. Countries optimizing for individual optionality don't.
The "final boss" framing makes this feel like physics. It isn't. It's a story about what cultures decide matters.
Os israelitas têm um super-poder: eles vêem os seus filhos e as suas famílias como uma bênção, não como um custo ou um problema. Valorizam muito as crianças, as mulheres, as mães. Têm um sentido de vida em família e em comunidade que é muito raro de encontrar hoje em dia.
Amigos do Rio... valorizem os poucos estabelecimentos judaicos gastronômicos na cidade.
Mas quer comprar Matzá em qualquer época do ano? Casas Pedro.
Desde criança comprando lá.