Com apenas um episódio disponível até o momento, a quarta temporada de “Ted Lasso” ganhou mais um trailer, exibindo um pouco daquilo que está por vir nos nove episódios restantes, os quais serão lançados às quartas-feiras, até o dia 7 de outubro.
O material dá destaque à Alice Chilton (interpretada por Tanya Reynolds), auxiliar técnica ao lado do Treinador Beard (interpretado por Brendan Hunt), quando Lasso assume o comando da comissão técnica de um time de futebol feminino.
Ele é reproduzido logo antes do primeiro episódio da nova temporada. Confira:
A quarta temporada tem como foco um desafio inédito na carreira de Ted: o comando das Lady Greyhounds, que integram o time feminino do AFC Richmond, ainda na segunda divisão inglesa. Os episódios mostram o treinador testando a capacidade da equipe de tomar riscos e encarar desafios simplesmente inimagináveis.
No momento, “Ted Lasso” ocupa o primeiro lugar do Top 10 de séries do Apple TV no Brasil, demonstrando a força da produção no país.
O Apple TV está disponível no aplicativo Apple TV em mais de 100 países e regiões, seja em iPhones, iPads, Apple TVs, Macs, dispositivos Android, smart TVs ou online — além de também estar em aparelhos como Roku, Amazon Fire TV, Chromecast com Google TV, consoles PlayStation e Xbox. O serviço custa R$29,90 por mês, com um período de teste gratuito de 7 dias. Por tempo limitado, quem comprar e ativar um novo iPhone, iPad, Apple TV ou Mac ganha 3 meses do Apple TV. Ele também faz parte do pacote de assinaturas da empresa, o Apple One.
NOTA DE TRANSPARÊNCIA: O MacMagazine recebe uma pequena comissão sobre vendas concluídas por meio de links deste post, mas você, como consumidor, não paga nada mais pelos produtos/serviços usando os nossos links de afiliado.
We've seen a keyboard with a built-in macro pad, and a keyboard with a touchscreen and a separate, add-on numberpad, but what if you want a keyboard with a numberpad and a built-in macropad without having to spend an extra $100?
I guess that's why there's the Turtle Beach KB5 — a full-size, wired mechanical keyboard with low-profile switches, an 8,000 Hz polling rate, and a built-in 2.4-inch touchscreen that functions as a mini macro pad (with six buttons). It's got the built-in numberpad, unlike the Corsair Galleon 100 SD and the Turtle Beach KB7, as well as the touchscreen / macro pad, though its version is about half the size. Still, maybe that's all you really need. The KB5 is also significantly cheaper than both of those keyboards, which retail for $300 and $200, respectively.
The Turtle Beach KB5 is available now, in black, for $149.99.
Design and Construction of the KB5
The KB5 is a full-size low-profile wired mechanical gaming keyboard with extra macro keys, a volume roller, and a full-color 2.4-inch touchscreen in the upper-right corner (above the 10-key numberpad). It has a roomy layout and is slightly larger than the average full-size keyboard, measuring approximately 18.78 inches (477 mm) wide by 6.89 inches (175 mm) deep. It's 1.06 inches (27mm) thick at its thickest point, including the keycaps.
(Image credit: Tom's Hardware)
The KB5 has a silver brushed-aluminum top plate with a coppery accent in the upper-left corner. It has a sturdy metal roller bar on the top toward the left side — though it's not really close enough to the left side to be in the corner, and I found it a bit awkward to have to reach over my function row to use the roller. I would have preferred it in a corner or even on the side, like the volume roller on the NZXT Function 2. It's a nicely-built roller, however — thick, metal, clickable, and with etched diagonal lines for grip.
The keyboard also has a row of five macro keys on the left side, as well as a 2.5-inch color touchscreen in the upper-right corner, above the 10-key numberpad. The touchscreen bumps up past the rest of the keyboard — the touchscreen side is just under 7 inches deep, while the other side is about 6.25 inches deep — so it doesn't cut into your keys. The KB5 has a full function row, a full 3x2 navigation cluster, arrow keys, and a full 10-key numberpad, along with the standard alphanumeric keys.
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The KB5 features Turtle Beach's (formerly Roccat's) signature aesthetic — an open board with flat, shallow keycaps that leave the switch exposed, which makes for both easy cleaning and brighter, more visible RGB lighting. The keycaps are low-profile double-shot PBT, with shine-through legends; the board comes with four textured keycaps that you can use to replace the W/A/S/D keys (or, I guess, any four keys) for better recognition.
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The bottom of the board is plastic, with six rubber anti-slip pads and two sets of plastic flip-out feet for angling the keyboard toward you. It's a fairly lightweight keyboard, weighing just under 2 pounds (1.96lbs / 887g), not including the wrist rest (which weighs an additional 7.5 ounces / 213g). This is about the same as the Logitech G515 Lightspeed, though the G515 is a TKL while the KB5 is full-size (plus a touchscreen and macro keys).
(Image credit: Tom's Hardware)
In the box, the KB5 comes with a plastic wrist rest, a 5.9-foot (1.8m) USB-C to USB-A cable, four textured keycaps for replacing the W / A / S / D keys, and a keycap puller.
Specs
Size
Full-size
Number of keys
109
Switches
Titan Low-Profile (linear)
Backlighting
Yes
Onboard Storage
Yes
Dedicated Media Keys
Yes (volume roller, touchscreen)
Game Mode
Yes
Additional Ports
0
Connectivity
Wired (USB-C)
Cable
5.9ft / 1.8m USB-C to USB-A
Keycaps
ABS
Construction
Plastic chassis Aluminum top plate
Software
Swarm II
Dimensions (LxWxH)
18.78 x 6.89 x 1.06 inches / 477 x 175 x 27 mm
Weight
1.94lbs / 880g
MSRP
$149.99
Release Date
May 2026
Typing and Gaming Experience on the KB5
The KB5 comes with Turtle Beach's Titan low-profile linear switches, which are rated for up to 50 million keypresses and have an actuation point of 1.2mm and a force of 42gf. These are traditional low-profile mechanical switches — not magnetic Hall Effect switches like you'll find on the KB7 (and KP7). They're linear, which means a smooth keypress with no audible or tactile bump, and they're pre-lubed so they're pretty smooth.
While I'm not a huge fan of linear switches, the KB5's are quick and stable, and you get a decent little 'thunk' when you bottom out on the keyboard's aluminum top plate. The typing experience is very similar to that of the KB7, which is to say that it's very pleasant for a mainstream gaming keyboard with low-profile linear switches.
The keyboard has flat, shallow keycaps made of double-shot PBT. They have a slightly matte texture and should resist shine better than ABS keycaps, but I'm not fully convinced that'll be the case (maybe they just feel cheaper because they're thinner, overall, than regular keycaps, though). The keycaps are wide, with slightly curved tops, and the keyboard is roomy — I didn't have any problem getting used to the layout for the most part, though the extra row of macro keys on the left did throw me off a few times (this happens whenever there's an extra row of macro keys).
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The touchscreen is located above the numberpad, and is fairly responsive. It responds to both taps and swipes (you can swipe through "pages" of controls / buttons), and I found the 2 x 3 layout a little more intuitive to navigate than the KB7's much larger layout — though still not as intuitive as it would be with tactile buttons, like the Corsair Galleon 100 SD has. In addition to the six customizable "buttons" on the touchscreen, there's also some other info displayed at the top — your current profile (you can switch between profiles by tapping this) and some keyboard info (e.g. numlock, caps lock, scroll lock).
The KB5 is also a solid keyboard for gaming, thanks to its quick, responsive linear switches and 8K polling rate. While it doesn't have magnetic switches like its pricier sibling, it does implement Turtle Beach's ReacTap, which is a software solution similar to simultaneous opposing cardinal directions (SOCD).
Features and Software of the KB5
Like all Turtle Beach products, the KB5 ships with firmware from 2001 (or at least it feels like it) and requires at least 16 mandatory updates before it can be used with the brand's Swarm II software. I'm exaggerating, of course — but not much.
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Once I managed to get the KB5 up to date on firmware (and Swarm II up to date on software), I was able to customize the touchscreen, keyboard, and lighting. Swarm II is kind of mandatory for this keyboard, as you can't really customize the touchscreen without it — and the touchscreen is a large part of the selling point here. There's not a ton you can do with the touchscreen that you can't do with regular keys, at the moment. There are options for keyboard / Windows / multimedia functions, opening apps and websites, and assigning macros. And there are a couple of "dynamic" options such as a timer setting and performance monitoring, but it's not a robust ecosystem like that of Elgato or Loupedeck. Still, it's probably enough to get you started, and the Swarm II app includes a handful of templates in case you're out of ideas.
Keymapping is pretty straightforward, and you can map keys to do most of what you can map the touchscreen to do (save for visual things, such as performance monitoring, obviously). You can record and save macros in the app and configure ReacTap. You can also customize the lighting from a handful of presets (or per-key, if you so desire). The keyboard can save up to five onboard profiles, which you can switch between by tapping the profile number in the upper-left corner of the touchscreen.
The Bottom Line
The KB5 is actually a pretty nice compromise, and I like it better than the pricier (and fancier) Turtle Beach KB7. I love having a built-in numberpad that doesn't cost an extra $100 to snap onto the side of the board, and the smaller touchscreen is actually more manageable to use quickly and without (really) looking. The KB5 may not have magnetic Hall Effect switches, but its low-profile linear switches feel and sound pretty good for a mainstream gaming keyboard. And at $150, it's basically half the price of the combined KB7 keyboard and KP7 numberpad.
Of course, if you're really dedicated to making your keyboard a streaming deck substitute, the Corsair Galleon 100 SD is the only real option. Not only does it have physical buttons, it also has knobs — and it's supported by Elgato's Stream Deck software, which is still the real differentiating factor for macropad and touchscreen devices these days.
Existem diversos aplicativos de notas, dos mais variados estilos e para todos os gostos: desde aqueles baseados em bancos de dados ou mapas mentais, até simples processadores de texto. Entre eles, há os apps de notas livres, que procuram simular um caderno ou fichário não só para tornar a interface familiar, como também para alcançar usuários que desejam usufruir de uma ferramenta de escrita à mão.
Esse é o caso de um dos apps mais populares nesse meio: o Notability, sobre o qual trataremos neste artigo. Mais especificamente, exporei minhas experiências utilizando-o com o Apple Pencil (de primeira geração) e um iPad (9ª geração).
Interface e personalização
Um dos aspectos que mais me agradou no aplicativo foi sua interface simples e intuitiva. Ele oferece diversos temas e combinações de cores que agradarão aos cromófilos, mas gostei bastante do visual padrão/básico, tanto no modo claro quanto no escuro.
A página inicial é bem organizada e, após a versão 16, ficou ainda melhor. Antes, a organização era feita por Subjetos (uma tradução bastante infeliz para Subjects) e Divisores. Agora, tudo foi simplificado para pastas e subpastas. A funcionalidade continua exatamente a mesma, mas a nova organização é muito mais intuitiva e fácil de compreender. Além disso, cada pasta recebe uma cor diferente, o que deixa tudo mais organizado e agradável visualmente.
Na barra lateral esquerda ficam as configurações, a busca, todas as suas notas e a Galeria, onde é possível encontrar templates disponibilizados tanto pela comunidade quanto pela própria equipe do Notability.
Na seção Notas, todas ficam reunidas e podem ser filtradas por Recentes, Favoritos e Não arquivados. Tanto ali quanto dentro das pastas, é possível ordenar as notas por data de modificação, data de criação ou nome. Apenas senti falta da possibilidade de reorganizá-las manualmente.
Partindo para o que realmente importa: a nota. Nela, a personalização é ainda maior. Ao criar uma nova nota, você pode começar com a folha em branco ou optar por diferentes cores e layouts. O app sugere alguns: linha, grelha e ponto (isto é, pautado, quadriculado ou pontilhado), mas também é possível escolher alguns dos modelos disponíveis na Galeria ou enviar o seu próprio em Meus Modelos » Importar.
O aplicativo ainda permite definir um modelo padrão para todas as novas notas. Como essa opção não é muito fácil de encontrar, seguem as instruções: na página inicial, vá em configurações (engrenagem no topo) e depois em Editor de Notas » Modelo. Escolha então uma das opções do app — ou crie o seu próprio em Meus Modelos.
O único detalhe é que não existe uma opção para transformar uma nota já existente em modelo. Se quiser, será preciso exportá-la e importá-la como PDF ou imagem — um processo que poderia ser muito mais simples se tivesse uma opção como “Adicionar aos Modelos” (sigo esperançosa de que a equipe implemente isso a qualquer momento).
A barra de ferramentas — que, inicialmente, aparece no topo da nota — também é bastante personalizável. Os itens nela podem ser reorganizados, duplicados ou ocultados, e a própria barra pode ser movida para qualquer canto da tela: esquerda, direita ou parte inferior. Dependendo da forma como você segura o iPad ou escreve, basta arrastá-la para que ela deixe de atrapalhar a visualização da página.
Por fim, há uma pequena barra discreta com comandos para desfazer, refazer e compartilhar, além de acesso às configurações, à visualização das páginas e ao recurso Learn, sobre o qual falarei mais adiante.
No dia a dia, a simplicidade da interface ajuda a manter o foco no conteúdo, sem distrações. Ao mesmo tempo, usuários novos talvez levem algum tempo para descobrir alguns recursos mais avançados, já que certas opções ficam escondidas em menus pouco intuitivos.
Principais recursos
Para quem não é fã do modelo de assinaturas, é fácil torcer o nariz inicialmente. No entanto, desde que comecei a usá-lo, em 2023, o aplicativo evoluiu bastante.
Além de aprimorar ferramentas já existentes, a equipe passou a lançar atualizações frequentes — principalmente na área de inteligência artificial, sinal de que os desenvolvedores se esforçam para entregar uma experiência cada vez melhor. Antes de falar da IA, porém, vale conhecer os recursos que fazem parte da experiência básica.
Ferramentas fundamentais
No básico, o Notability faz muito bem o que se propõe. A escrita é feita por meio de três ferramentas principais: lápis, caneta e marcador. Todas permitem modificar cor e espessura, enquanto as duas últimas também oferecem estilos como linha contínua, tracejada ou pontilhada, além de diferenciação de pressão.
A princípio, o app sugere algumas cores, mas é possível escolher qualquer uma no seletor de cor (com suporte a códigos hexadecimais) e salvá-la para que permaneça na sua paleta.
Naturalmente, você também encontra uma borracha, que pode apagar apenas uma área específica ou remover automaticamente um traço inteiro.
Além da escrita manual, o Notability permite inserir textos digitados em qualquer ponto da página, com opções básicas de formatação, como títulos, negrito, itálico, hiperlinks e listas.
Nos meus testes, copiar e colar textos funcionou bem na maior parte do tempo. Encontrei apenas um comportamento curioso ao importar conteúdos do Canva: a ordem dos elementos foi alterada, o título acabou sendo enviado para o final do texto e as listas perderam seus marcadores; fora isso, funcionou corretamente.
Entre todos os recursos tradicionais do aplicativo, talvez o Zoom seja um dos mais engenhosos. Ao ativá-lo, uma pequena janela delimita a região da página em que você está escrevendo, enquanto uma área ampliada aparece na parte inferior da tela. Isso permite escrever em tamanho reduzido sem perder precisão nem precisar aumentar constantemente o zoom da página.
O bacana é que o recurso acompanha automaticamente a escrita. Conforme você avança, a janela também avança; ao chegar ao final da linha, ela passa para a seguinte sem que seja necessário mover a página manualmente. Para quem precisa de agilidade nas anotações (como em uma aula, por exemplo), isso torna a escrita surpreendentemente fluida.
Além dessas funções, o aplicativo oferece régua, ponteiro laser, fita adesiva, multimídia e gravação de áudio.
A régua funciona exatamente como esperado: basta posicioná-la sobre a página e desenhar próximo dela para que o traço seja automaticamente alinhado. Vale chamar atenção para apenas um detalhe importante: ela serve para criar linhas e formas retas, não como apoio para melhorar a caligrafia.
Já o ponteiro laser foi pensado para apresentações. É possível escolher diferentes cores e decidir se o ponteiro deixa ou não um rastro durante o movimento.
A fita adesiva é outro recurso simples, mas extremamente útil. Ela funciona como um marca-texto que esconde o conteúdo abaixo dele até ser tocado. Na prática, isso pode ser interessante para estudantes testarem seus conhecimentos: ao esconder informações, podem forçar o cérebro a lembrar o que está embaixo da fita e depois verificar se acertaram.
Na ferramenta Multimídia, o Notability permite inserir fotos na hora, imagens da galeria, GIFs, adesivos personalizados (que você pode criar e salvar, ou escolher em uma vasta galeria) e notas adesivas (Post-its). Gostei especialmente da implementação do último: quando você escreve sobre eles, o texto passa a fazer parte da nota adesiva, permitindo redimensioná-la ou movê-la sem deformar o conteúdo.
Embora o aplicativo aceite GIFs animados, ainda não é possível inserir vídeos diretamente nas notas. Como alternativa, ao adicionar uma URL, o Notability oferece o recurso “Criar recorte da Web” (“web clip”), que cria rapidamente uma captura da página vinculada. Assim, uma miniatura da página é adicionada como referência dentro da nota.
Por fim, uma funcionalidade bastante prática é a possibilidade de duplicar (ou remover) ferramentas. Em vez de trocar de cor ou espessura sempre que precisar, manter várias canetas já configuradas na barra de ferramentas traz mais praticidade, então você apenas alterna com um toque. Toda essa barra também pode ser reorganizada conforme sua preferência, escondendo recursos que você utiliza menos.
Gravação e recursos de IA
Desde que comecei a usar o Notability, nenhum aspecto evoluiu tanto quanto seus recursos de inteligência artificial. A gravação de áudio, que já era uma ferramenta excelente, se tornou um conjunto bastante completo de funcionalidades graças à IA.
Inicialmente, o recurso captava o áudio juntamente com a sua escrita. Depois, ao reproduzir a gravação, os manuscritos vão “ganhando cor” conforme aquele trecho do áudio é reproduzido. Na prática, isso facilita muito revisões de aulas ou reuniões, porque fica fácil localizar exatamente o contexto em que determinada anotação foi feita.
Depois, o recurso passou a oferecer também transcrição automática dos áudios. Nos meus testes, ela funcionou bem na maior parte do tempo, embora ainda apresente algumas dificuldades com nomes próprios ou trechos extraídos de vídeos e outras fontes externas.
Com a chegada do Notability Learn, conjunto de recursos de IA do app, as gravações foram levadas a um outro nível. No plano Pro, a transcrição pode acontecer em tempo real (Live Transcript), o que funcionou bem até com mais de um idioma sendo falado. Curiosamente, quando a gravação termina, o aplicativo escolhe apenas um idioma principal para gerar a transcrição final, ignorando os demais. É um detalhe pequeno, mas que pode fazer diferença para quem participa de reuniões ou aulas bilíngues.
Mas a IA vai muito além da transcrição. Com o Learn, o app analisa o conteúdo completo da nota (incluindo áudio, escrita à mão, textos digitados e PDFs importados) para gerar automaticamente resumos, flashcards, questionários, exercícios de preencher lacunas e atividades de associação (Mix & Match). Para quem estuda, isso é extremamente prático; mesmo que dê para fazer algo similar utilizando um chatbot de IA externo, estar tudo integrado nele é um grande diferencial.
Outro recurso interessante são as Smart Notes. Diferentemente dos resumos tradicionais, que são gerados depois da gravação, elas podem ser produzidas em tempo real a partir da transcrição, organizando automaticamente os principais tópicos da conversa. Gostei também da possibilidade de escolher em qual idioma essas notas serão exibidas — algo que pode ser bastante útil para quem estuda outras línguas.
O pacote inclui ainda o recurso Chat with your note (Converse com sua nota), que permite fazer perguntas sobre qualquer conteúdo presente naquela nota. A IA responde utilizando apenas as informações contidas ali, sem recorrer à internet ou a fontes externas.
Nos meus testes, o recurso funcionou muito bem para revisar conteúdos, embora ainda tenha algumas limitações importantes: o histórico das conversas não é sincronizado entre dispositivos e cada conversa fica restrita a uma única nota.
Outro recurso bastante útil são os Action Items. A IA consegue identificar tarefas automaticamente tanto a partir das gravações quanto do conteúdo escrito na nota, reunindo tudo em uma lista organizada. Testei o recurso em português e em inglês, e ele funcionou bem em ambos os idiomas.
Minha principal crítica ao conjunto de ferramentas de IA é a falta de edição. Se a transcrição estiver errada ou se um item de ação não fizer sentido, não há como corrigir. O mesmo vale para resumos, flashcards e questionários gerados automaticamente. Atualmente, a única alternativa é copiar o conteúdo para dentro da nota e editá-lo manualmente.
Por fim, vale mencionar que as gravações podem ser exportadas tanto junto com a nota (em PDF, incluindo os arquivos de áudio) quanto separadamente, no formato M4A.
Menções honrosas (e muito boas)
Há recursos do Notability que raramente aparecem nos reviews, mas que, no dia a dia, acabaram fazendo uma diferença enorme para mim! O primeiro deles foi uma surpresa bastante agradável: a barra lateral “escondida”.
Enquanto você está em uma nota, um gesto simples de arrastar do canto esquerdo para o centro revela uma barra lateral com toda a sua biblioteca de notas — você navega entre elas sem sair da página atual. Mais interessante ainda é que, ao arrastar uma dessas notas para a área principal, o Notability abre automaticamente uma visualização em tela dividida (split view) dentro do próprio aplicativo, sem depender do multitarefa do iPadOS. Isso facilita bastante consultar uma anotação enquanto escreve em outra ou copiar informações entre documentos.
Outro recurso que merece destaque é a busca inteligente. Ela localiza textos digitados, manuscritos e até conteúdo presente em PDFs importados. Os resultados aparecem organizados por nota e, ao abrir qualquer um deles, o aplicativo já destaca automaticamente o trecho encontrado. Mesmo com uma biblioteca grande de documentos, a busca permaneceu rápida durante meus testes.
Para quem deseja utilizar o Notability no iPad como ferramenta de estudos, duas novidades recentes também são maravilhosas. A primeira é o suporte aos sumários de PDFs. Sempre que um documento possui um índice incorporado, o aplicativo passa a exibi-lo automaticamente, facilitando bastante a navegação por materiais mais longos.
A segunda são as Sessões de Estudo, um temporizador inspirado na técnica Pomodoro integrado diretamente ao aplicativo. É um recurso simples, mas que gostei muito de ver incorporado ao fluxo de estudos, já que evita a necessidade de recorrer a aplicativos externos para controlar o tempo de foco.
Por fim, dois pequenos detalhes que talvez passem despercebidos, mas fazem diferença depois de algum tempo de uso. O primeiro é o gesto de desfazer e refazer utilizando dois e três dedos, respectivamente — algo familiar para quem usa aplicativos como o Procreate e do qual sempre sinto falta quando uso o Pencil com o Notas (Notes).
O segundo é a possibilidade de ocultar completamente a barra de status do iPad, removendo relógio, bateria e outros indicadores da tela. Pode parecer um detalhe bobo, mas ajuda a criar uma sensação maior de imersão durante a escrita (e eliminar distrações).
Apple Pencil: experiência real
Utilizei o Notability com um Apple Pencil de primeira geração em um iPad de 9ª geração, então toda a minha experiência parte dessa combinação. Porém, se você tiver um dos modelos mais recentes, como o Pencil de segunda geração ou o modelo Pro, certamente aproveitará ainda mais o app com recursos como o toque duplo, o gesto de apertar, feedback tátil e o Cursor (hover), todos compatíveis com o app. Infelizmente, não tive como testá-los.
No que eu pude testar, o desempenho foi excelente com o lápis da Apple. A resposta é fluida e precisa, com latência baixa o suficiente para a escrita parecer natural. A rejeição de palma funciona muito bem, possibilitando apoiar a mão na tela tranquilamente sem se preocupar com toques acidentais ou interrupções durante a escrita.
A sensibilidade à pressão também merece elogios. Além de funcionar com o modo caneta e marcador, no modo lápis o app reconhece a inclinação do Apple Pencil, simulando o efeito esfumaçado e produzindo sombreados com pressões variadas.
Com isso, mesmo que o foco do aplicativo não seja ilustrações, ele atende muito bem quem precisa fazer pequenos desenhos para complementar as anotações.
“Pencil sobre tela”, uma contribuição do meu marido
Outro recurso bacana é a conversão de escrita à mão. Por padrão, o aplicativo utiliza o idioma definido no dispositivo para reconhecer o texto, mas permite baixar pacotes de outros idiomas e escolhê-los manualmente durante a conversão — o que abre possibilidades interessantes para quem estuda línguas.
Gostei especialmente da forma como o processo foi implementado: antes de substituir a escrita manuscrita, o Notability mostra uma prévia com o texto reconhecido, permitindo revisar o resultado antes de confirmar a alteração. Testei convertendo textos em coreano e reconheceu bem. A única questão que encontrei foi o tamanho da fonte gerada; o app não preservou a escala original e a conversão ficou com um texto pequeno demais, mas é possível aumentar o tamanho depois, se você quiser.
Com as fórmulas matemáticas, o desempenho permaneceu o mesmo, bastante satisfatório. Pode ser uma verdadeira mão na roda para estudantes de exatas.
As funções e recursos do app são notáveis por si só (tanto que a empresa está disponibilizando vários desses gratuitamente na web). Entretanto, não há dúvidas de que a maior parte da experiência positiva vem do uso juntamente com o iPad e um lápis (ou caneta), seja o da Apple ou qualquer outra disponível no mercado.
Importação, exportação e compartilhamento
Embora o Notability seja voltado principalmente para anotações manuscritas, ele também faz um bom trabalho na importação e exportação de arquivos, oferecendo compatibilidade com diversos formatos.
Existem várias maneiras de importar documentos. É possível utilizar o menu de compartilhamento do iPadOS, arrastar arquivos diretamente para o aplicativo ou, em sua tela inicial, pressionar e segurar o botão “+ Nova” para acessar a opção de importação e escolher a origem do arquivo.
O aplicativo aceita imagens, PDFs, apresentações do PowerPoint e Keynote, além de planilhas do Excel. No caso das apresentações e planilhas, o conteúdo é convertido automaticamente em PDF, e funciona como uma espécie de template, permitindo que você faça anotações diretamente sobre ele.
Com imagens, porém, a experiência é um pouco diferente. Quando importadas para servir como modelo de página, elas aparecem pequenas e posicionadas no canto superior esquerdo da nota. Para utilizá-las como fundo, é preciso ajustar manualmente o tamanho usando a opção “Ajustar à página”. Se a intenção for usá-las como plano de fundo da nota, vale usar a opção de bloquear elemento para evitar que ela seja movida acidentalmente durante a escrita.
Quando a imagem é inserida como um elemento dentro de uma nota já existente, o comportamento é melhor: ela pode ser posicionada livremente e redimensionada normalmente, como seria esperado.
Na exportação, o Notability oferece praticamente todas as opções que se espera de um aplicativo desse tipo. As notas podem ser exportadas no formato nativo do aplicativo (NTB), em PDF, PNG ou JPEG. Também é possível incluir as gravações de áudio durante a exportação, que são salvas em arquivos M4A.
Outro recurso proveitoso é o compartilhamento por meio de links públicos — traduzido de maneira esquisita pelo aplicativo como Hiperligação. Ao gerar esse link, qualquer pessoa pode visualizar a nota diretamente pelo navegador, sem precisar ter uma conta no Notability. Expandindo ainda mais esse recurso, o app recentemente também passou a oferecer edição colaborativa em tempo real, ótima notícia para quem gostaria de utilizá-lo em grupo.
Naturalmente, continuam disponíveis as opções tradicionais de compartilhamento do iPadOS, permitindo enviar notas por email ou salvá-las em serviços como iCloud, Google Drive, Dropbox e praticamente qualquer outro aplicativo compatível com a folha de compartilhamento do sistema.
Screenshot
Sincronização e backup
A sincronização entre dispositivos da Apple acontece por meio do iCloud, que é o método recomendado pelo próprio Notability para manter todas as notas atualizadas entre os aparelhos. Vale lembrar que, ao apagar uma nota pelo iCloud, ela também será removida do aplicativo e vice-versa. Por isso, o ideal é sempre gerenciar suas notas diretamente pelo app, para evitar excluir algo acidentalmente.
Falando em iCloud, uma vantagem pouco conhecida é o histórico de versões. Conforme você edita uma nota, versões são salvas periodicamente no iCloud e podem ser restauradas caso algo dê errado.
Para acessá-las, basta tocar nos três pontos para abrir as configurações, pressionar onde aparece o nome da nota e escolher “Histórico de Versões na iCloud”. Obviamente, para tal é preciso que a nota já esteja sincronizada e tenha pelo menos uma versão anterior já salva. Um detalhe importante é que a versão restaurada é salva como uma nota separada, não substituindo a versão mais recente.
Além da sincronização pelo iCloud, o Notability oferece um sistema independente de backup em serviços de terceiros como Google Drive, Dropbox, Box, OneDrive e servidores WebDAV. A diferença é que, enquanto o serviço da Apple mantém todas as alterações sincronizadas entre seus dispositivos, o backup serve apenas como uma cópia de segurança. Ou seja, apagar uma nota no aplicativo não remove automaticamente sua cópia armazenada no Google Drive, Dropbox ou outro serviço — e vice-versa.
Quanto ao formato do backup, também há certa flexibilidade. É possível salvar as notas no formato nativo do Notability, preservando todos os elementos editáveis, incluindo as gravações de áudio, ou optar por PDFs simples ou PDFs acompanhados dos arquivos de áudio em formato M4A, compactados em um arquivo ZIP.
Compatibilidade e preços
Embora o foco deste review tenha sido a experiência no iPad com o Apple Pencil, o Notability também está disponível para iOS, macOS e até visionOS. Há ainda uma versão web (ainda em beta), disponível em notability.com/app, que permite visualizar e editar notas, embora com algumas limitações.
Starter (gratuito): notas ilimitadas, acesso às ferramentas de edição, mas com um limite mensal de alterações (a empresa não divulga exatamente qual é esse limite). Após atingi-lo, ainda é possível visualizar as notas normalmente, e o contador é renovado no mês seguinte. Segundo a empresa, as edições na versão web permanecem ilimitadas.
Lite (R$30/mês ou R$40/ano): inclui edições ilimitadas, backup em serviços de terceiros e acesso a mais de 20 mil templates.
Plus (R$40/mês ou R$80/ano): adiciona recursos de IA, como resumos automáticos, até 400 questionários e flashcards por mês, gravação e transcrição de áudio, além da busca em anotações manuscritas.
Pro (R$100/mês ou R$500/ano): reúne todos os recursos anteriores, e inclui Smart Notes em tempo real, transcrições ilimitadas, geração ilimitada de flashcards e questionários, além do recurso de conversar com suas notas.
Vale a pena?
Mesmo sendo possível utilizar o Notability no iPhone ou navegador, ele brilha mesmo é no iPad, especialmente quando combinado com um Apple Pencil (ou qualquer outra ferramenta de escrita que preferir).
Ao longo dos últimos anos, foram poucas as limitações que encontrei usando o app. Em mais de uma ocasião, inclusive, quando voltava para revisar este próprio review — ele foi criado ao longo de muitos meses —, percebia que alguns dos pontos que eu havia criticado já tinham sido corrigidos. Essa evolução constante transmite a sensação de que vale a pena investir em um app cujos desenvolvedores estão atentos ao feedback dos usuários e buscam sempre lançar melhorias.
Seja para estudos, trabalho ou organização pessoal, o aplicativo com certeza pode atender aqueles que buscam um lar para suas notas, principalmente quem usa o tablet da Maçã como ferramenta de anotações manuscritas. A interface é agradável, a escrita é excelente, os recursos evoluem constantemente e as funcionalidades de IA, embora ainda possam amadurecer, já agregam bastante valor ao aplicativo.
Como existe um plano gratuito (e edições ilimitadas pela web), minha recomendação é simples: experimente. Depois de algum tempo de uso, fica muito mais fácil entender se os recursos adicionais justificam a assinatura para o seu fluxo de trabalho. Então, “se jogue” na versão gratuita e seja feliz; se utilizar com frequência e achar valor, com certeza não se arrependerá do investimento!
iPad Pro de 13″
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L’intelligence artificielle est un mythe moderne avec les nombreux romans, films et séries dont elle a fait l’objet. Mais elle n’est pas la seule technologie à susciter des interprétations fantasmatiques et des déclinaisons sous toutes les formes.
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Isso é feito de forma completamente automática e você não precisa se preocupar com nada. Porém, você pode querer saber exatamente qual versão está rodando (para ver se está na última disponível, por exemplo).
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Think our tech is getting a little too smart for its own good? You're not alone.
In the past few weeks, TechRadar brought you three key updates on the invasion of your privacy without consent, owing to the AI learning models nestled in our gadgets and appliances.
In case you missed the latest missives, new LG TVs can record you in the background and will ask you to notify anyone who comes into your home, to comply with "wiretapping" laws. Next up, Nothing's new earbuds offer a 'squeeze the stems to record calls' feature being called Audio Snapshot, which is tantamount to phone-hacking in cute packaging. And finally, there's the continued backlash over Meta's AI glasses. Despite the social media giant implementing a feature that stops recordings if a wearer tampers with the front-firing light, hatred of these and other smart shades (oft-renamed 'pervert glasses' by the general public) has led to people calling for camera-less glasses.
So, in a world where our glasses can watch, our earbuds can hear, our speakers can speak and our TVs are a little too closely invested in our lives for comfort, how much more will we allow our tech to intrude before enough is enough — and what can we do to regain some privacy?
'I see this as part of a bigger pattern that is a push by technology and other forces to normalize consumer surveillance'
Lauren Hendry Parsons, Mozilla Foundation (Director, Communications)
(Image credit: Everyone Hates Elon)
Your tech will see you now
Lauren Hendry Parsons is a seasoned advocate for digital rights and a gifted speaker in making these complex issues accessible. She is a director within the non-profit Mozilla Foundation, helping to make the organization's push for a "technology future that serves and is shaped by the people who use it" a message that resonates on a global scale.
Luckily, she has agreed to talk to me on the growing concern over surveillance tech's prevalence in our lives.
Parsons states that in order to zoom in on these issues, we need first to zoom out. "I see this as part of a bigger pattern," she begins, "that is a push by technology and other forces to normalize consumer surveillance — surveillance of people by other people — and that's something that we're seeing cropping up a lot."
So what's changed — after all, recording devices have existed for some time? The answer is the growing number of places where such surveillance is becoming normal.
"It's something that started in the Internet of Things home devices," she says. "You might talk to a smart speaker, or talk actively to another product that is doing your bidding — but it was usually tied to a place.
"Now, we're seeing the normalization of surveillance-chic behaviors, where fashion influencers are sharing their own Ring doorbells to show off their outfit of the day.
"That moves surveillance from something fixed inside a home, where people can at least see the object and talk about it, to something that's constantly moving through every space and every conversation."
And it's being packaged in pink earbuds, chic sunglasses or fun doorbells? Parsons agrees: "The chicification of surveillance to me is deeply concerning."
'It moves surveillance from something fixed inside a home, to something that's constantly moving through every space and every conversation'
Lauren Hendry Parsons
Who counts as the user — and should they really have control?
I want to talk about Meta's AI glasses and the involvement of Kylie Jenner in the ad campaign, especially when women's safety (regarding non-consensual surveillance and distribution of such footage) has been listed as a key concern.
I mention the fact that when speaking to several male colleagues about the benefits of such glasses (rather than the concerns), not one of them mentioned what I suspect all women thought: that wearing such glasses might mean filming your potential attacker, and that would be a very good thing.
"There are absolutely situations where people might want the convenience these products provide," Parsons agree. "Being able to translate something on the go or take a quick snapshot without getting your phone out. For people with disabilities or limited capacity, these tools could be genuinely useful.
"But I don't see the trade-offs being clearly explained. I don't see meaningful ways to opt out. Even if these companies have perfect data handling processes and perfect privacy records, the risk is being transferred to the consumer instead of being held by the tech company."
Parsons mentions one of the core issues at Mozilla Foundation: privacy by design. "Privacy by design, which is what we recommend as best practice, means products should be private by default," she says. "And that has to include bystanders.
"Technology companies talk about giving the user control, but who's counting as the user?
"With smart glasses, televisions, and recording earbuds, the purchaser isn't the only person affected. Just as children are affected by smart speakers or passengers by dashcams in cars, the person across the table or on the other end of the call is also a data subject, even though they have no access to the controls and no real way to opt out.
"True privacy by design must protect both the person operating the device and the people involuntarily brought into its data collection environment.
"When something (with surveillance tech built in) is fixed in your home or office, you can at least choose not to go there. You can suggest meeting somewhere else. That's difficult and has social consequences, but it's possible.
"If it's something someone is unobtrusively wearing in their ear or on their glasses, or something you don't even know they have, opting out becomes almost impossible."
(Image credit: Nothing (app screen grabs by Future) )
'No surprises, genuine user control, limited data collection, sensible settings, and multiple layers of protection. These examples show what happens when products fall short of those principles'
Lauren Hendry Parsons
I ask how we might regain some agency here, or at least get a handle on our privacy regarding AI glasses, call-recording earbuds and all-seeing TVs. Parsons points to the work she does.
"Mozilla's privacy principles are useful here," she says. "They're about no surprises, genuine user control, limited data collection, sensible settings, and multiple layers of protection. These examples show what happens when products fall short of those principles."
Another thing Parsons is keen to impress upon TechRadar is central to her work: understanding the trade-offs. "I don't see how everyone on the phone can understand those trade-offs and give informed consent," she says.
"The only way that could happen is if this (the recording of everything we do) became such a standard operating procedure that everyone expects it, because everyone has it. At that point, we would have completely accepted constant surveillance as the norm.
"I don't think the answer is necessarily to prohibit recording technology. It's to stop presenting recording as an ordinary, consequence-free convenience."
'I don't think the answer is necessarily to prohibit recording technology. It's to stop presenting recording as an ordinary, consequence-free convenience'
Lauren Hendry Parsons
She mentions translation in AI glasses as an example: "Companies could show translations without collecting or storing the underlying data, but we know that's not what's happening."
Another watch-word in Parsons' work is 'friction', and how disproportionately easy it has become to monitor, film and record secretly and without consent.
"Features with serious privacy implications should involve equal and proportionate friction," she says. "The more sensitive the activity, the stronger the consent mechanism should be."
I mention that when testing a set of earbuds recently, a simple beep to signify that recording has begun is the only notification the caller on the other end of the line receives. Parsons believes concern there is valid.
"Notification is not consent," she says. "We've become used to surveillance in places like train stations and public spaces because it's framed as being for safety. But I'd hate to see that extended to person-to-person interactions."
'Notification is not consent. We've become used to surveillance in places like train stations — but I'd hate to see that extended to person-to-person interactions'
Lauren Hendry Parsons
I ask if perhaps people should simply get OK with omnipresent filming or data collection by individuals and wider companies, since it seems so hard to avoid? Parsons' answer is emphatic: "That's deeply problematic."
"We're seeing the expectation that people should be comfortable being filmed all the time. Even terms and conditions often state that by attending, you agree to being photographed or filmed for marketing purposes. The default is that your data is collected unless you make the effort to opt out or avoid the event entirely. Again, that's deeply problematic.
"The diminishment of privacy is cumulative. It's one thing to have a fixed camera in a train station. It's another to be filmed by multiple people in different places without your consent, or to have your audio collected."
'It's one thing to have a fixed camera in a train station. It's another to be filmed by multiple people in different places without your consent'
Lauren Hendry Parsons
'The burden of this issue is not distributed equally'
Parsons reads me a quote from one of her own features, and it cuts to the core of the agency, consent and privacy debate better than anything I could ever try to surmise.
"The burden of this issue is not distributed equally, and the risk of ambient recording will fall disproportionately on people who already have less control in a situation," she says. "That includes workers, children, parents, patients, tenants, domestic abuse survivors, and protesters. This makes vulnerable populations more vulnerable."
Parsons mentions a novel but initially counter-intuitive solution suggested by some prominent female content creators. Instead of shunning Meta's glasses (or playing Disney songs if you realize you're being filmed, because Disney's music is better protected than women's lives), the idea is that women do wear them, specifically to film men when they start to behave in an inappropriate or predatory manner, then upload the footage everywhere. The thinking is that these products might then get regulated very quickly.
"If women collectively used them in that way — in a kind of, let's call it a neo-Me Too movement — I'd put money on consent issues being addressed much more quickly," Parsons says.
"The issue isn't simply that these products can record. It's that the examples you gave (the earbuds, the glasses, the TV that records in the background) all prioritize effortless capture over meaningful consent, when there are other ways to do it.
"The person operating the product gets all the convenience and control, while everyone else gets a light, a beep, or a legal disclaimer. That's an unacceptable imbalance.
"Recording has many legitimate and valuable purposes, but companies should be asking how to build consent into the infrastructure, minimize what's captured, and protect bystanders as rigorously as they protect the user.
"The false dilemma is, 'Do you just not want this technology?' But we shouldn't have to choose between useful technology and privacy.
"Preserving both means companies need to treat consent as a product requirement, not something buried in their terms and conditions."
'Companies need to treat consent as a product requirement, not something buried in their terms and conditions'
Lauren Hendry Parsons
Facial recognition (and how to make it disappear)
I ask Parsons about Mozilla Foundation's stance on digital facial recognition, a highly controversial feature that our phones and smart glasses are technically capable of. Although the big brands have so far disabled or restricted the software on glasses, there are strong suggestions that hackers have managed to scoot around it.
She mentions the rise of anti-surveillance fashion; garments that make their wearer invisible to the algorithm and thus can thwart the surveillance tech stuffed into our handsets and wearables.
"Looking ahead, we have two things happening simultaneously," Parsons says. "We have vastly increased computing power and data analytics capabilities that allow us to store and analyze more information than ever before, and we have recording devices embedded everywhere in increasingly unobtrusive ways. That combination is worrying.
"One of the brands we spoke to, Capable Design, explained it well: 'The problem with surveillance technology is citizens don't have a possibility in the physical world to opt out. In the digital space, we can say yes or no to cookies. In the physical world, we don't have this option. We wanted to create physical protection that would allow citizens to give their consent or not.'
"It feels as though we're being forced to pick sides: either you're comfortable with surveillance or you're actively trying to avoid it. Again, it comes back to the false choice between privacy and convenience because technology developers aren't prepared to give us both.
"I think these efforts are people trying to take back some agency. There's a feeling that all of this is inevitable.
"Particularly in the UK, where social norms and politeness are strong (this interview is taking place in the UK), I worry we're going to politely accept our way into a surveillance state because people feel uncomfortable challenging others or assume this is an inevitable progression."
'Particularly in the UK, where social norms and politeness are strong, I worry we're going to politely accept our way into a surveillance state'
Lauren Hendry Parsons
Our time together is nearly up, but Parsons wants to talk just a little more about the future. "I want to say this loudly because it's a core Mozilla Foundation belief: the future of technology is not inevitable," she says.
"These are choices being made by people within companies. They could choose a different path.
"That's why Mozilla Foundation funds projects and people who challenge the status quo. We're investing in positive alternatives because opting out as a consumer can feel almost impossible.
"We need companies making better choices, regulators setting stronger requirements, and a greater appreciation that friction isn't always a bad thing. A little friction can protect people, encourage creativity, and ensure meaningful consent.
"That's what I hope for the future: that we don't accept inevitability, that we invest in better technology choices, and that responsibility isn't pushed entirely onto the individual consumer at the point of use."
I want to say this loudly: the future of technology is not inevitable'
Lauren Hendry Parsons
(Image credit: William Yu)
AI another way
So, are there people within companies — even AI companies focused on "autonomous agents, edge intelligence, computer vision, and robotics" — looking to make different choices? Actually, yes.
Div Garg — CEO and Co-Founder of AGI (an AI on-device 'personal assistant' company) — is perhaps most famous for turning down a big gig at OpenAI in order to work on a "Siri that actually works" within his own startup. Fortunately, he's prepared to talk to me about the concerns surrounding the scraping (and in-cloud storage) of our personal data for AI learning.
"The debate around whether AI wearables that record our everyday lives are an invasion of privacy overlooks the fact that this technology doesn’t need the cloud whatsoever," he had said, prior to our meeting today. "It’s cheaper and easier for manufacturers, but it isn’t a necessity. Put the model on the device, and no data ever has to go beyond it."
Now, I ask him to expand. "My company hasn't cared about audience growth," he says. "We believe all AI agents and assistants should be running on-device, so the user should own the model and the data.
"What's happening now is people are typing their data into services, and companies use that data to show you ads. I think all of this can be misused to sell you more things, and we don't want that.
"AI is great, but it's only great if it's neutral and genuinely beneficial. It shouldn't become a source of revenue for corporations through people's data. That's what we're trying to change. We believe this kind of edge AI is the future, and we want to build something that's fully privacy-safe and that people can truly trust.
"We don't want people giving away their data without knowing more about it. We need the opposite approach, and I don't think enough people are thinking about this."
Garg pauses. "Maybe Apple should have been the company doing this," he adds, "but they've been lagging behind when it comes to AI".
I agree, and ask him why that might be? "No one has really taken the initiative to solve these privacy concerns. We've been holding a lot of events recently; for example, the founder of Edward AI, who built Edward before it was acquired by Google, joined us as an advisor. He believes in building the next personal operating system."
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Trust issues
Can AGI build something that's truly personal, where people trust it, and where everything lives on-device? Garg believes so but, interestingly, he doesn't see trust as the deal-breaker.
"A big thing we're proposing is almost a zero-trust approach," he says. "You don't actually have to trust the provider. If the AI model itself is guaranteed to be running on the device, then no data leaves the device. You don't have to trust that a company is telling the truth — you know because of the way it's built. That's where I think the world should be moving."
'You don't actually have to trust the provider. If the AI model itself is guaranteed to be running on the device, then no data leaves the device. You don't have to trust that a company is telling the truth'
Div Garg, CEO at AGI
The idea that brands are prioritizing AI in a product, because they know it's a buzzword, but with a more watchful eye on profit margins rather than the privacy of a user's data (and consent to capture that data) doesn't sit well — with either of us.
So why might companies try to not keep AI on-device, aside from cost issues? Does it drain your battery? Does it make a device heat up? Does it use a lot of RAM?
"I'd say you have to think outside the box," Garg says. "It requires a lot of innovation. You have to figure out how to make these models small enough to run locally.
"Modern phones (because this is where Garg sees AI, as the chief controller of your other devices) now have GPUs and processors called NPUs that can run AI models. I think the world is moving towards deploying more of these models on phones, but it's still very new.
"For example, we have a collaboration with Qualcomm. We're talking with their R&D and machine-learning teams about how our models can be highly optimized for phones. We want to make sure they don't drain your battery, cause overheating, or create other issues.
"This is a new frontier in technology, and you have to be innovative to make it work."
I ask Garg what he would say to anyone wary of adding a personalized AI model to their lives? "It depends a lot on who's making the decisions," he says.
"We want consent. We want to make sure people aren't being recorded without permission — I'm pretty sure there will be lawsuits around some of these issues in the future.
"My belief is that AI should be consensual. Even if you download a new AI app, it should ask, 'Are you OK with us collecting your data?' If someone gives consent, that's OK. But if someone says no, they shouldn't be forced into it."
On-device only
Garg is obviously only interested in an on-device AI future, but I worry that affordable convenience often wins out and that people may not understand the true benefits of such precautions.
I mention a set of headphones I tried, that offer real-time cognitive strain detection. My issue was that these cans (which were $200 cheaper than the inaugural 12-channel EEG sensor over-ears) use cloud processing in combination with on-device processing for some of the new metrics. The company didn’t reveal exactly what data was being sent to the cloud, but it had the potential to change my mind pretty drastically about using the product. What if the publishing house I work for was able to access and monitor how hard I'd been focusing throughout the work day?
Garg laughs, but only for a second.
"I think it's definitely possible, but it comes down to the developer," he concedes. "If a developer is doing something with your data or trying to collect it, that's hard to detect unless you're the operating system itself or the phone manufacturer.
"The phone company can probably detect it and tell you, but a lot of this comes down to how much you trust the people building the software. That's one reason we're so focused on the operating system.
"Right now, if you use something like Claude, you have one place where you do everything, and it connects to different services. We believe in a world where you have a single personal AI assistant connected to different devices, like the neuro-headphones you mentioned. Then you can see for yourself where the data is going because everything is connected through your own personal assistant rather than being scattered across different services."
Are we ready for unique personal AI assistants?
I mention Pete Steinberger's OpenClaw and the early adopters who tried to create their own personal AI assistant over a weekend. Does Garg think people are ready for that?
"We definitely want to make it easier," he says. "Even if you're using something like OpenClaw, you need to buy hardware, set up API keys, and do a lot of technical work. Most people don't have the patience for that, especially if they're not developers.
"We want this to work out of the box. You download an app, and it starts learning your routines. It can make proactive suggestions like, 'Would you like me to order your favorite coffee?' It's learning your habits.
"If it's all happening on-device, that solves the privacy problem because you can have personalization and all these useful features without your data leaving the device.
"Over time, your phone becomes more intelligent. It gets to know you better and becomes better at helping with the things you like to do.
"We also think this works well with smart glasses and other wearables. Your phone becomes the control center, just like an Apple Watch connects to an iPhone. The other devices become satellites connected to your phone, and the AI model lives on the phone itself."
Despite my continued reservations, it's a compelling argument. I can absolutely see a world in which a personal, on-device AI might be helpful in simplifying our lives.
I have one more question, since Garg is the visionary developer here. Is AI still essentially a loop (meaning something that is not intelligent in itself or autonomous — just very persistent at completing tasks) and does he ultimately see it moving beyond that? Or will humans always have the agency and autonomy, with AI just working in the background?
"A combination of both," he responds in an instant. "You want it to feel like collaborating with a co-worker. Depending on how much you trust it, it could manage your calendar or your emails automatically.
"It could say: 'I know you have a meeting tonight. Would you like me to help you find a restaurant? Would you like me to call a cab?' You want a system that's learning about you, but you also need trust. You need to know you're not being exploited by giving it access to your data, and that it's genuinely beneficial.
'If you use ChatGPT or Claude today, they're serving the same thing to billions of users. Everyone has the same assistant. In the future, people will want their own completely personal assistant'
Div Garg
"That's the missing piece. If you use ChatGPT or Claude today, they're serving the same thing to billions of users. Everyone has the same assistant.
"In the future, people will want their own completely personal assistant. Maybe you'll even give it a name! It'll be unique to you. You can give access to your own data because it's running on-device. You trust it, and no one else has the same AI."
Of course, myriad users already trust AI chatbots with their innermost thoughts, and even as romantic partners, so perhaps by continuing to give the tech a wide berth I'm in the minority.
Then again, it's actually not the technology I fear. It's the technology in the hands of people who seek to misuse it.
Thoughts? There's a comment section below, dearest gentle reader — and my human eyes are ready to read your human thoughts.
When archaeologists began excavating a large ancient settlement near Tel Aviv in 2012, among the many discoveries at the 9000-year-old site were as many as 400 locally crafted artifacts made from obsidian.
One reason this was so significant is that this dark volcanic glass is absent in Northern Israel, and discoveries in the region ultimately helped trace it back to quarry sites in central Turkey. Although the importation of non-local source materials in the ancient world is not particularly unusual, another discovery archaeologists soon made proved more baffling: the appearance of unusual engravings on several arrowheads produced from this ancient Anatolian obsidian.
Now, a rare collection of these uniquely engraved projectiles is providing archaeologists with deeper insights into the presence of a mysterious symbolic tradition that was practiced long ago by some of the earliest farming communities 9,000 years ago.
The Mystery of Anatolia’s Engraved Arrowheads
In a recent study published in Plos One, an international research team examined a collection of eleven previously undocumented arrowheads unearthed at Tepecik-Çiftlik, a Neolithic settlement in Cappadocia. These ancient projectiles are each decorated with carefully carved incisions, the purpose of which remains baffling to archaeologists.
The rare discoveries have been grouped with an exceptionally uncommon class of ancient stone artifacts, which have only been found in Central Anatolia, and were only known to have been produced during the late eighth and seventh millennia BCE. With the inclusion of the new set, which became the focus of the team’s study, the total number of these unusual artifacts rises to 43 that have been documented across the region.
(Image Credit: (Image Credit: A. Vinet, D. Guilbeau/ Balcı/Plos One/https://doi.org/10.1371/journal.pone.0354715).
These projectile points are unique among arrowheads, which are one of the most common artifacts from the ancient world, since the purpose of their engravings remains unclear. A range of theories have been proposed, which include the idea that some may have been personal identifiers; other theories propose clan symbols, hunters’ marks, or even ritual or symbolic reasons for their presence on the ancient obsidian weapons.
Unraveling the Mystery
Study authors Alice Vinet and Denis Guilbeau took a cautionary approach, warning that current evidence remains insufficient to draw any firm conclusions about the unusual markings.
“The analysis of these incised arrowheads, along with the limited archaeological and ethnographic comparisons available, calls for a cautious interpretation,” the authors write.
To try to understand the possible meaning behind these markings, the researchers conducted a detailed analysis that examined technological, functional, and iconographic aspects of the markings. Based on macroscopic evaluations, the source of the obsidian was determined to likely come from volcanic sources at Göllüdağ and Nenezi Dağ in Turkey, both of which are recognized by archaeologists as sources of high-quality volcanic glass during the Neolithic.
An example of an obsidian projectile point from Turkey’s Neolithic period (Image Credit: Zunkir/Wikimedia Commons/CC 4.0)
Despite their simplicity, the engraved designs on the samples the team examined showed significant diversity. However, no consistent relationship emerged between the incisions and the raw materials used to craft the arrowheads; nor were any connections apparent regarding manufacturing techniques, shapes, or in terms of use patterns.
One potentially important observation was that some of the engravings appear to have been made before the tools were completed, while other examples showed signs of engraving after completion. This suggests there had been no standardized stage during production when the markings were applied that may provide clues in terms of a possible meaning behind the markings (such as a kind of label or other marking that might have been used to designate individual samples before being knapped into projectiles).
Despite the variations between samples, their overall comparison with other samples recovered from Central Anatolian sites in the region did appear to show recurring design components, suggesting continuity that could indicate a shared visual tradition that was incorporated across multiple ancient communities in the area.
Location Offers Clues
Another intriguing aspect of the team’s study involves the locations where they were recovered. As opposed to simply being found in ceremonial contexts, some of the projectiles were found in the remnants of homes, while others were found in lithic production sites or during archaeological surveys, which seems to suggest the engraved obsidian arrowheads saw use in a wide range of everyday activities and practices.
Still, based on their rarity and constrained geographic distribution, the persistence throughout several centuries of Anatolian prehistory seems to point to a unique cultural practice in the region, the full significance of which remains unknown. For now, their presence offers a unique look at the ancient hunters and farmers from one of the earliest settled societies, suggesting that even artifacts with largely practical uses may have held greater significance in terms of the symbolic importance they held for their ancient makers.
Micah Hanks is the Editor-in-Chief and Co-Founder of The Debrief. A longtime reporter on science, defense, and technology with a focus on space and astronomy, he can be reached atmicah@thedebrief.org. Follow him on X @MicahHanks, and at micahhanks.com.
For nearly three decades, 1998 SH2 looked like a fairly ordinary near-Earth asteroid. It was discovered in 1998, catalogued, and followed through a 4½-year orbit around the Sun. Then, during a close but safe pass by Earth in August 2025, its motion refused to match the path astronomers had calculated. The explanation, announced by NASA […]
Go onto any forum or mechanical keyboard subreddit these days, and it can be a minefield as to what people recommend. It's an essential wall of noise with regards to size, shape, switch type and even more that can be daunting if you're a first-timer or you're someone getting back into the hobby after years of being out of it.
I was speaking to a fellow tech journalist at Computex 2026 a few months ago, and he raised this exact point with me. After being out of the hobby for several years, he'd come back to find it being more confusing than ever before, which completely switched him off.
Likewise, I've often thought we've reached a state of choice paralysis compared to where the hobby was, say, a decade ago. Back then, you had only a handful of switch choices, and while we've since seen the democratisation of hot-swappable sockets, machined aluminium chassis and open-source software, it can be horribly overwhelming when it comes to the decisions that actually matter — layout, switch feel, and budget.
Before I go any further, let me give you my credentials – I've been a tech journalist for the best part of a decade, reviewing keyboards from brands big and small, and I've been involved in the mechanical keyboard hobby since before it hit the mainstream. I've seen this market go from a small niche to something that can feel genuinely impenetrable if you're coming to it fresh.
To be truthful, it doesn't have to be that complicated. Underneath all of that noise, choosing your first mechanical keyboard still comes down to a few simple decisions, which I'll guide you through below.
(Image credit: Future)
1. Pick a size
It might seem a bit of a strange, but a good starting point is thinking about what size of keyboard you'd like. I don't mean the physical dimensions of the 'board, rather the layout and arrangement of the keys.
Keyboards can come in all shapes and sizes, ranging from the typical full-size 100% down to ridiculously tiny 40% keyboards. So, let's divide them into categories.
Firstly, we've got between 60% and 65% layouts, which eschew a lot of features, such as a function row, nav cluster and number pad in the name of saving as much desk space as possible. These layouts have been popularised by gamers who need desk space for sweeping mouse movements and find the elements mentioned above quite redundant. Between the two, a 65% layout adds arrow keys and some navigation keys, which I think are non-negotiable for productivity work, but your mileage may vary.
Moving up a tad, we go to between 75% and TKL, or tenkeyless, keyboards. These bring back the function row and navigation cluster, giving you a lot more functionality than smaller layouts, while still chopping off the number pad. Personally, this is my favourite option, and I think a strong middle ground if you want to save space without sacrificing too much. I use this kind of layout a lot of the time, for what it's worth.
Then, you can go bigger, up to 96% and full-size 100% options that give you everything and the kitchen sink, number pad and all. It's what you're most likely used to, and if the number pad has become non-negotiable, then it's one of your only options. Opting for a 96%, also known as a '1800 layout', keyboard can give you the number pad while moving some keys around to save a little bit of desk space, if you want a slight compromise.
(Image credit: Future / Alex Blake)
2. Pick a switch
This is perhaps the most difficult section, as each switch feels different, and we've got so many options these days it can be hard to know what's best for you. Muddying the waters further, the old color categories aren't quite as clear cut as they used to be.
For instance, a Red switch would usually be light and linear, a Black switch a heavier linear switch, a Blue switch tactile and loud with an audible click and a Brown switch soft tactile, with a slight bump halfway down the keypress.
Now, however, we've got switches named after everything from all the colors of the rainbow to planets, birds and more besides, and it can be so difficult to understand the minutiae behind how each switch feels.
My genuine advice is to order a switch tester – there are lots of them floating about on the internet – which can give you a range of different types of switch in one convenient place, and help you decide what you like.
(Image credit: Thedavidpen / Shutterstock)
When you've selected a tester, pay attention to how each switch feels – the worst thing you can do is bash each of them in turn with as much force as you can. Pay close attention to how it feels under finger with regard to consistency of the operating force as you go down the travel, and whether you like something that's linear with a smooth keypress or tactile, be it with a click or a bump.
Once you've honed in on a switch you like, then you can do some digging into which keyboard features those switches. Or, if you're up for a little bit of work, then you can pick up a bare-bones chassis with a hot-swappable PCB – this means it comes with no switches or keycaps, which you'll need to supply yourself.
Going for something hot-swappable is a key piece of advice I think – it saves the hassle of soldering, and gives you more freedom and choice. It's also dead easy to assemble a keyboard this way, even if you haven't done it before. Each switch will have little pins on the underside – line these up with holes in the PCB and push straight down until you hear it click into place. I recommend picking up more than enough switches to give you some spares in case you bend pins when putting them into the hot-swap sockets on the PCB.
The point here is that everybody has a different preference for switches and how they feel. There are other considerations, such as lubrication, which can make a switch feel smoother, and the acoustics of a case and how this plays into the sound signature you'd like, but that's getting into the weeds a little. It's important to make sure your case doesn't have any rattle or ping and has some form of sound dampening, but that's as far as I'd go at this point.
(Image credit: tanit boonruen / Getty)
3. Set your budget
Pricing is arguably as integral as any other point of consideration for choosing a keyboard, as your budget can decide what kind you end up getting. It's worth going in with a list of features you'd like; good things to look for include PBT keycaps, good wireless connectivity and a sturdy chassis.
It's possible to get some excellent affordable choices (i.e. around £50–£70 / $60–$80) that seem to pack in everything when it comes to features: hot-swappable switches, versatile wireless connectivity, addressable RGB lighting and all the rest of it, but outside of a few options, some seem to sacrifice build quality by being mostly plastic, which can feel quite cheap and scratchy. At this tier, I'd do your research carefully and lean towards boards with a reputation for punching above their weight rather than just grabbing whatever looks good on paper.
Spending a little more and going into the very low triple figures is likely to net you a strong choice from the likes of Keychron with advanced software support and a machined aluminum chassis. That aluminum build makes a tangible difference in practice — it adds rigidity, dampens unwanted noise and gives the keyboard a solidity that plastic boards rarely match. I'm a great lover of the likes of the Q1 Pro and others from its range, which are an excellent starting point in the mid-range.
Beyond that, you can go further into the hundreds with something fully custom or a pre-built choice from the array of boutique manufacturers you'll find online. This isn't what I'd recommend to someone just starting out in the hobby — rather, it's something to consider if you're already knee-deep and have some spare cash to put towards making something truly personal. But it's worth knowing that world exists, because once you've caught the bug, it's a very natural place to end up.
(Image credit: Shutterstock / Roman Samborskyi)
Final thoughts
There are some elements here, such as even more niche layouts, that I haven't even touched on in this article, which proves how deep the mechanical keyboard hobby goes. However, that isn't the point of this article – it's just a (reasonably) quick explainer of key things to look for when you're picking up your first mechanical keyboard.
If you're ready to start shopping, I've looked at plenty of options at a range of prices I feel are worth your time over the years, while the wider TechRadar crew has reviewed hundreds of keyboards that are worth a mention. The Keychron Q1 Pro is a strong starting point (or there's the Q1 Ultra 8K if you want even more features at a premium price). Likewise, at a more affordable price point, the Gamakay TK75 V2 and Epomaker P65 are well-reviewed choices that tick the right boxes in my book. For a more comprehensive overview, our best keyboards guide is regularly updated and a good place to browse.
Ultimately, though, you can go in any direction you want to, and that's the beauty of this hobby. Just stick to some of the advice given here, and you should be in good stead to get a keyboard that's feature-rich, has the feel you're looking for, and at a price that isn't out of your budget.
Earth itself may be one of the world’s largest detectors for ultralight dark matter. Earth may already contain one of the largest dark matter experiments ever built. Instead of relying only on specialized equipment inside a laboratory, scientists have found a way to use the planet’s magnetic field, atmosphere, and surface as parts of a [...]
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With an ultra-fine sable brush, he made a few intricate additions to the cobalt blue plumage on the bunting’s head, and, satisfied with his work, slipped the watercolor into a stout binder that every few days welcomes a new addition.
Valve's second-gen Steam Controller has been a major hit with the community thanks to the company's open approach to its hardware. Modders have already used the haptic motors inside to move it across a desk and charge automatically, while others have built their own open-source pucks. Now, a new project from Pixel1011,called "Steam Haptics Player," can turn these motors into a stereo speaker capable of playing music both wired and wirelessly.
For context, the Steam Controller doesn't have a speaker; there are two linear actuators under each trackpad that vibrate to provide haptic feedback. Previous projects have leveraged these components to make the controller vibrate in a certain way. Since vibrations are the basis of sound, Valve itself built a secret easter egg into the controller that randomly makes it do a Wilhelm scream when dropped from certain heights.
Pixel 1011 discovered that the haptic motors inside can be targeted with low-level HID (Human Interface Device) feature commands using HIDAPI. As such, Steam Haptics Player takes an audio file, downsamples it through FFmpeg, splits it into chunks of a PCM stream, and sends those packets directly to the controller, bypassing high-level software like Steam Input. The controller's firmware then feeds this raw data to the motors, at which point they vibrate to produce sound.
Because of the DIY nature of this process, bandwidth is an issue, especially wirelessly, since the puck isn't designed to carry audio data over its radio signal. This means the audio has to be compressed, and there's a limit to the overall quality the motors can transmit — 8-bit 8kHz (μ-law) over the puck and 16-bit 8kHz PCM over a wire.
Still, the 16-bit audio is enough to produce a surprisingly loud and balanced result that can deceive you as if it's coming from a speaker. The video at the start features Pixel1011 playing the song "Want You Gone" from the end credits of Portal 2, and you can hear the quality for yourself. There's a genuine low-end that you would never expect from a jerry-rigged setup like this, even if it's sitting on top of a towel on a flat surface to give it its best chance.
The wireless audio quality is rough in comparison; it crackles and pops and even cuts off in between because of the bandwidth limitations. Pixel1011 is using 8-bit mu-law companding here, which actually offers dynamic range similar to 14-bit audio while keeping the byte footprint of an 8-bit stream. Even through this compression, the puck is struggling, but the fact that this is even possible is still very impressive, and perhaps there's room for improvement down the line.
You can try Steam Haptics Player yourself on your own second-gen Steam Controller with pretty much any audio file in any format. Just download the archive from the GitHub repo, install FFmpeg (for transcoding, if you don't have it already), and run the program via a PowerShell window in the original directory. Detailed steps are on the linked GitHub page, but we don't know how this affects the controller's battery life. Just don't go all out with your Spotify playlist on these haptic motors.
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