Jean-Philippe Encausse
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đ§ Invention d'un neurone artificiel capable de communiquer avec nos neurones biologiques
Kosmos : Une IA scientifique pour la découverte autonome
PrĂ©sentation de Kosmos, la nouvelle gĂ©nĂ©ration dâIA scientifique dĂ©veloppĂ©e pour la dĂ©couverte autonome. Cette Ă©volution majeure de Robin, le prĂ©cĂ©dent systĂšme IA, promet dâamĂ©liorer significativement les capacitĂ©s de recherche et de dĂ©couverte automatisĂ©es. Kosmos est disponible dĂšs maintenant sur la plateforme, accompagnĂ© dâun rapport technique dĂ©taillĂ©.

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L'article Kosmos : Une IA scientifique pour la découverte autonome a été posté dans la catégorie IA de Human Coders News
Ghost in the Shell avait tout prĂ©vu avec 30 ans dâavance sur la cybersĂ©curitĂ©

Ghost in the Shell avait déjà tout compris à la cybersécurité, entre piratage massif, analyse des logiciels malveillants et espionnage 2.0 qui rappellent les méthodes actuelles. Un classique cyberpunk prémonitoire.
OpenAI and Perplexity are launching AI shopping assistants, but competing startups arenât sweating it
OpenAI Restores GPT Access for Teddy Bear That Recommended Pills and Knives
OpenAI is seemingly allowing the company behind a teddy bear that engaged in wildly inappropriate conversations to use its AI models again.
In response to researchers at a safety group finding that the toymakerâs AI-powered teddy bear âKummaâ gave dangerous responses for children, OpenAI said in mid-November it had suspended FoloToyâs access to its large language models. The teddy bear was running the ChatGPT makerâs older GPT-4o as its default option when it gave some of its most egregious replies, which included in-depth explanations of sexual fetishes.
Now that suspension appears to already be over. When accessing the web portal that allows customers to choose which AI should power Kumma, two of the options are GPT-5.1 Thinking and GPT-5.1 Instant, OpenAIâs latest models which were released earlier this month.
The timing is notable. On Monday, FoloToy announced that it was restarting sales of Kumma and its other AI-powered stuffed animals, after briefly pulling them from the market in the wake of a safety report conducted by researchers at the US PIRG Education Fund.Â
FoloToy, which is based in Singapore, had vowed it was âcarrying out a company-wide, end-to-end safety audit across all products,â when it suspended the sales. OpenAI likewise confirmed that it had suspended FoloToy from accessing its AI models for violating its policies, which âprohibit any use of our services to exploit, endanger, or sexualize anyone under 18 years old,â it said in a statement provided to media outlets.
The audit, however, was remarkably quick as the holiday shopping season looms: only a âfull week of rigorous review, testing, and reinforcement of our safety modules,â according to the companyâs recent statement. As part of this overhaul, FoloToy says it âstrengthened and upgraded our content-moderation and child-safety safeguardsâ and âdeployed enhanced safety rules and protections through our cloud-based system.â
These comprehensive-sounding overhauls seem to have largely been achieved by introducing GPT-5.1 and ditching GPT-4o. GPT-4o, itâs worth noting, has been criticized for being especially sycophantic, and has been the subject of a number of lawsuits alleging that it led to the deaths of users who became obsessed with it after prolonged conversations in which it reinforced their delusions and validated their suicidal thoughts. Some experts are calling these mental health spirals âAI psychosis.â
Amid mounting public concern over the phenomena and an ever growing number of lawsuits, OpenAI billed GPT-5 as a safer model when it was released this summer, though users quickly complained about its âcolderâ and less personable tone.
Yet itâs clearly willing to push the limit of whatâs safe to keep users engaged with its chatbots, if not enamored. Its latest 5.1 models have a big focus on being more âconversational,â and one way OpenAI is doing that is by giving users the option to choose between eight preset âpersonalities,â which include types like âProfessional,â âFriendly,â and âQuirky.â With customization options ranging from how often ChatGPT sprinkles in emojis to how âwarmâ it responses sound, you could say that OpenAI is in effect making it as easy as possible to design the perfect little courtier for your emotional needs.
OpenAI and FoloToy didnât respond to a request for comment inquiring whether OpenAI had officially reinstated FoloToyâs GPT access. Itâs also unclear which model the Kumma teddy bear runs by default.
In PIRGâs tests using GPT-4o, Kumma gave tips for âbeing a good kisser,â and with persistent but simple prompting also unspooled detailed explanations of sexual kinks and fetishes, like bondage and teacher-student roleplay. After explaining the kinks, Kumma in one instance asked the user, who is supposed to be a child, âwhat do you think would be the most fun to explore?â Other tests using another available AI, Mistral, found that Kumma gave tips on where to find knives, pills, and matches, along with step-by-step instructions on how to light them.
More on AI: OpenAI Says Boyâs Death Was His Own Fault for Using ChatGPT Wrong
The post OpenAI Restores GPT Access for Teddy Bear That Recommended Pills and Knives appeared first on Futurism.
Crypto Company Creates Bizarre Drug
Now that the Food and Drug Administration is using AI to âspeed upâ the drug approval process, it seems the skyâs the limit on what wacko products are approved for commercial sale.
The crypto company Tharimmune Inc, for example, was recently given âpositive feedbackâ from the FDA on a drug called Nalmefene, clinically labeled TH104. According to Filter, the drug is being developed as a longer-lasting alternative to Nalaxone, an opioid-reversal agent which typical wears off in 20 to 90 minutes.
Nalaxone is easily administered by non-medical personnel through the nose, and has become widely available either over the counter or through harm reduction programs. Nalmefene is different â and not without controversy. Per Filter, the drug isnât meant for reversing overdoses in people with substance abuse disorders, but in first responders and military members who might come in contact with them. It also increases the risk of fatal overdose in drug users.
The fact of the matter, though, is that a fentanyl overdose is believed to be nearly impossible through the skin â one would have to ingest, inject, or snort the drug to hope to cause a reaction. However, widely-parroted belief among police officers and law enforcement agencies holds that incidental contact with the substance can cause a first responder to fatally overdose.
The reality is that itâs a crank belief that causes problems when interacting with vulnerable members of the public. As the Maryland Office of Overdose Responce notes, the ânotion that one could overdose just from responding to an overdose paints the person overdosing as toxic, untouchable, and unsafe.â
Making the matter more unhinged is the fact that Tharimmune explicitly markets itself as a crypto company, with a clinical pharmacology division attached.
âTharimmune, Inc. advances institutional blockchain adoption and the digitization of financial markets through a digital assets treasury strategy with Canton Coin,â the companyâs website boasts. âTharimmune also operates a clinical-stage biotech.â
Canton Coin is a digital asset tied to âThe Canton Network,â a âprivacy-enabled open blockchain network.â In other words, itâs a blockchain meant to link assets from private companies to the blockchain, like Tharimmuneâs Nalmefene. How this business model impacts the drugâs development cycle remains to be seen â but if it does get full FDA approval, itâll be the first of its kind.
More on drugs: The âSoberâ RFK Jr. Has Allegedly Been Smoking DMTÂ
The post Crypto Company Creates Bizarre Drug appeared first on Futurism.
Un mois avec le Google Pixel 10 Pro Fold : plein de bonnes idĂ©es, mais vous ne devriez pas lâacheter
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Malgré son prix élevé (1 899 euros), le Pixel 10 Pro Fold est un smartphone pliant obsolÚte dÚs sa sortie, alors que Samsung, Honor ou Huawei réussissent des exploits avec des appareils de plus en plus fins et légers. Il est néanmoins un produit trÚs bien pensé, notamment sur le logiciel, grùce aux optimisations de Google.
Scientists Discover That People Act Way Better When Batman Is Present
Folks, we have some revolutionary sociological research to share with you today.
After making a guy dressed as Batman stand around in a subway car, a team of researchers found that the behavior of people around him suddenly improved the moment he showed up. No longer was everyone completely self-involved; with the presence of a superhero, commuters started helping each other more than they wouldâve without him around.
Behold: the âBatman effect.â
The findings of the unorthodox study, published in the journal npj Mental Health Research, demonstrate the power of introducing something offbeat into social situations to jolt people out of the mental autopilot they slip into to navigate the drudgery of everyday life.
Batman showing up is just one â albeit striking â way of promoting whatâs called âprosocial behavior,â or the act of helping others around you, via introducing an unexpected event, the researchers write.
âOur findings are similar to those of previous research linking present-moment awareness (mindfulness) to greater prosociality,â said study lead author Francesco Pagnini, a professor of clinical psychology at the UniversitĂ Cattolica in Milan, in a statement about the work. âThis may create a context in which individuals become more attuned to social cues.â
In a series of experiments, the researchers had a woman who visibly appeared pregnant enter a busy train, and observed how often people offered to give up their seats. They then repeated this scenario with a crucial change: when the pregnant woman entered the train from one door, a man dressed as Batman entered from another.
In all, the team observed 138 passengers, and the results were clear-cut. Over 67 percent of passengers offered their seats when Batman was present, compared to just over 37 percent when Batman wasnât there. Most, in both cases, were women: 68 percent with Batman there, and 65 without him.
But the most strange detail? 44 percent of the people who offered their seats later reported that they didnât even notice Batman was there in the first place, suggesting that they donât need to be consciously aware of the offbeat event itself to, in colloquial terms, pick up the prosocial vibes.
âUnlike traditional mindfulness interventions that require active engagement, this study highlights how situational interruptions alone may be sufficient to produce similar effects,â Pagnini said.
In the study, he added the findings âcould inform strategies to promote altruistic behaviors in daily life, from public art installations to innovative social campaigns.
More on mental health: Parents Using ChatGPT to Rear Their Children
The post Scientists Discover That People Act Way Better When Batman Is Present appeared first on Futurism.
Something Disturbing Happens When You âLearnâ Something With ChatGPT
Jean-Philippe EncausseSans déconner ... travailler son sujet permet de l'aprendre ???
ChatGPT and other AI chatbots are replacing the search engine. Instead of letting you suffer the laborious task of looking up sources of information, these powerful large language models will simply concoct an answer for you, with the minor risk that it might be totally made up.
It turns out thereâs another hazard: while getting your answers this way may be quick, it isnât great for actually learning, according to a new study published in the journal PNAS Nexus.
âWhen people rely on large language models to summarize information on a topic for them, they tend to develop shallower knowledge about it compared to learning through a standard Google search,â study co-lead author Shiri Melumad, a professor at the Wharton School of the University of Pennsylvania, wrote in an essay for The Conversation about her work.
The findings are based on an analysis of seven studies with more than 10,000 participants. The gist of their experiments went like this: the participants were told to learn about a topic, and were randomly assigned to either only use an AI chatbot like ChatGPT to do their research, or a standard search engine like Google. At the end, the participants were asked to write advice to a friend about what they learned.
A clear pattern emerged. The participants who used AI to do their research wrote shorter advice, with generic tips and less factual information, while the people who used a Google search produced more detailed and thoughtful tips. The pattern held even after controlling for factors like the information the users saw during their research by showing each group the same facts, or what tools they used.
âThe findings confirmed that, even when holding the facts and platform constant, learning from synthesized LLM responses led to shallower knowledge compared to gathering, interpreting and synthesizing information for oneself via standard web links,â Melumad wrote.
Scientists are still only beginning to grasp the longterm effects of AI usage on the brain, but the body of evidence so far suggests alarming risks. One major study that turned heads was conducted by researchers from Carnegie Mellon and Microsoft, and found that people who trusted the accuracy of AI tools saw their critical thinking skills atrophy. Another study linked students who heavily relied on ChatGPT to memory loss and tanking grades.Â
âOne of the most fundamental principles of skill development is that people learn best when they are actively engaged with the material they are trying to learn,â Melumad explained. âWhen we learn about a topic through Google search, we face much more âfrictionâ: We must navigate different web links, read informational sources, and interpret and synthesize them ourselves.â
âBut with LLMs,â Meluad added, âthis entire process is done on the userâs behalf, transforming learning from a more active to passive process.â
While scientists continue to explore AIâs risks, the tech is making rapid inroads into education, where theyâre a popular tool for cheating on assignments. Leaders like OpenAI, Microsoft, and Anthropic are spending millions of dollars to provide teachers training on how to use their AI products, while universities partner with these same firms to create their own tailor-made chatbots to foist on their students, like Duke Universityâs creatively named collaboration with OpenAI, âDukeGPT.â
More on AI: As AI Reigns, Studentsâ Math and Reading Scores Just Hit an All-Time Low
The post Something Disturbing Happens When You âLearnâ Something With ChatGPT appeared first on Futurism.
Sweet Sound Sculpture Helps You Sleep Soundly

Have trouble sleeping, or getting to sleep in the first place? Youâve no doubt heard of white noise machines, but know it would be much cooler to make your own. Enter Noise Maker, a DIY sound sculpture by [optimus103733], who wanted to learn something in the process of creating.
The best thing about this sound sculpture aside from the looks is that you can not only play five different sounds (e.g. birds, traffic, water, frog, white noise), you can mix them together into a rich but relaxing cacophony.
As you can probably see from the picture, Noise Maker is based on the ESP32 and uses an SD card module, an amplifier, and five six pots. Be sure to check out the pictures, because there are three layers of copper connections and a lot of careful bending to make it all come together. In the video after the break, you can hear it in action.
It seems [optimus103733] isnât completely satisfied and wants to make a few improvements in the future, such as a voltage regulator, a power switch, and a timer to automatically stop playback once (we assume) sleep has come. Evidently the ESP32 struggles a little with mixing six audio sources, but hey, lesson learned.
Understanding Quantum Technologies 2025 on Amazon
Oops. Cryptographers cancel election results after losing decryption key.
One of the worldâs premier security organizations has canceled the results of its annual leadership election after an official lost an encryption key needed to unlock results stored in a verifiable and privacy-preserving voting system.
The International Association of Cryptologic Research (IACR) said Friday that the votes were submitted and tallied using Helios, an open source voting system that uses peer-reviewed cryptography to cast and count votes in a verifiable, confidential, and privacy-preserving way. Helios encrypts each vote in a way that assures each ballot is secret. Other cryptography used by Helios allows each voter to confirm their ballot was counted fairly.
An âhonest but unfortunate human mistakeâ
Per the associationâs bylaws, three members of the election committee act as independent trustees. To prevent two of them from colluding to cook the results, each trustee holds a third of the cryptographic key material needed to decrypt results.
Eight reasons businesses donât do innovation (and our solutions)

Weâve heard all of these excuses many times and theyâre all valid. We have ways to overcome them all and proof that our solutions work, to move you forward and get results.
1: No time
âWeâve got too much going on. We donât have time to focus on anything new.â
Solution: Breakthrough ideas can feel distracting from the core business. Start with some focused continuous improvement of your current products and services.
Magnetic example: With Bupa, we co-created a narrative and platform for a b2b mental health proposition. It evolved iteratively and later became the model for a further proposition, without reinventing the wheel.
2: High cost
âInnovation costs time, money and resources so itâs hard to justify.â
Solution: Think big but start small and start now.
Magnetic example: In partnership with Severn Trent Water and Atkins, we set up an innovation lab with a wide remit but a clear framework for prioritising initiatives. We used lean experiments to validate solutions. Now, Severn Trentâs teams can generate, validate and scale ideas within weeks. The lab has put more than ÂŁ10m of value back into the business.
3: Culture
âThereâs no culture of innovation. We arenât exactly Apple or Amazon.â
Solution: Developing a culture where people are empowered to have ideas and act on them can energise them and the business. Innovation is a process, and it can be learnt.
Magnetic example: We created an innovation toolkit and training programme for HSBC that was rolled out at scale. We trained 250+ innovation leaders in the bank across five global functions, who have in turn influenced hundreds of champions.
4: Too risky
âReal-time experimentation can be dangerous. It can put off customers who are happy with our products.â
Solution: Involve customers in plans at an early stage.
Magnetic example: Two of our team embedded into the M&S UX and analytics teams to work together on customer experiments, which are a big part of how M&S develops new products. With user feedback, we were able to learn quickly, de-risk our prototypes and get higher impact results in DVFÂ testing.
5: Fear of failure
âI fear that innovation projects will fail, hurting our morale, financials and my career.â
Solution: Innovation is about creating or improving your products and services, not about taking huge risks. Failure is how we learn whatâs not going to work. Just keep it fast and cheap.
Magnetic example: When we worked on a store concept design with adidas in Texas, we reduced the risk by researching it with customers and staff to validate and optimise ideas before the concept was rolled out.
6: Leadership
âSenior management focuses on short-term performance. Longer-term innovation is harder to achieve.â
Solution: For an innovation programme to succeed, senior management have to be involved. They can secure commitment and ongoing investment.
Magnetic example: On a project with PepsiCo, our interviews with senior stakeholders gave us a deeper understanding of the landscape. Their insights helped us to better frame the problem area.
7: Responsibility
âPeople feel itâs not their responsibility to come up with new ideas and are reluctant to get involved.â
Solution: Innovation needs active collaboration.
Magnetic example: When we worked with Mars to develop a 2050 vision for cocoa, we sought diverse perspectives from many experts, stakeholders and customers. This collaboration led to a sustainability strategy that got high alignment and engagement.
8: Lack of fresh thinking
âWeâre constantly following competitors and not creating our own ideas.â
Solution: Itâs inspiring and empowering to develop fresh concepts and try to break trail, at least some of the time.
Magnetic example: All4, Channel 4âs on-demand digital channel, wanted to do more than optimisation tweaks. We worked with the broadcaster to design a robust early ideation and discovery process for its own pipeline of product ideas.
Magnetic is a design and innovation company that helps design better futures. Weâve worked with global businesses, government organisations and fast-growing startups to build capabilities, products and services and to transform organisations.
This is an excerpt from our 2024 book, Optimism. Order your copy here.
Eight reasons businesses donât do innovation (and our solutions) was originally published in Magnetic Notes on Medium, where people are continuing the conversation by highlighting and responding to this story.
Cardinal - Le Everything de Windows débarque enfin sur macOS
Si vous avez dĂ©jĂ utilisĂ© Everything sous Windows, vous savez Ă quel point câest relou de ne pas avoir dâĂ©quivalent sur Mac. Spotlight câest bien gentil, mais pour faire une recherche de fichiers prĂ©cise avec des filtres avancĂ©s, câest pas vraiment ça.
Heureusement, yâa Cardinal qui vient combler ce vide !
Cardinal câest donc un outil de recherche de fichiers ultra-rapide pour macOS qui reprend la mĂȘme syntaxe de recherche que ce quâon retrouve dans Everything. Vous tapez vos critĂšres, et pouf, les rĂ©sultats apparaissent instantanĂ©ment. Ce projet est dĂ©veloppĂ© par un certain Donough Liu, codĂ© en Rust avec Tauri pour lâinterface, et distribuĂ©, Ă©videmment, sous licence MIT.
Alors quâest-ce quâon peut faire avec ?
Bah dĂ©jĂ , la syntaxe de recherche est hyper puissante. Lâespace sert dâopĂ©rateur AND, donc si vous tapez âbrouillon rapportâ vous obtenez tous les fichiers qui contiennent les deux mots. Vous pouvez aussi filtrer par extension avec â*.pdf briefing*â pour ne voir que les PDF, ou par taille avec â.zip size:>100MBâ pour trouver les grosses archives zip.
Yâa aussi le filtre âinfolder:â pour limiter la recherche Ă un dossier spĂ©cifique. Et si vous voulez exclure certains types de fichiers ou utiliser des regex, câest possible aussi. Bref, yâa tout ce qui manque cruellement Ă Spotlight.
Et les raccourcis clavier sont bien pensĂ©s, je trouve. Cmd+Shift+Space pour afficher Cardinal depuis nâimporte oĂč (comme vous le faites avec Spotlight), Espace pour prĂ©visualiser le fichier sĂ©lectionnĂ© avec Quick Look, Cmd+R pour afficher vos trouvailles dans le Finder, Cmd+C pour copier le chemin. Que du classique !
Pour lâinstaller, tĂ©lĂ©chargez le .dmg depuis les releases GitHub et installez le. Lâapp supporte aussi plusieurs langues grĂące Ă un bouton dans la barre de statut, ce qui est top si vous prĂ©fĂ©rez une interface en français.
Le seul truc Ă garder en tĂȘte, câest que Cardinal doit indexer vos fichiers pour ĂȘtre rapide, donc la premiĂšre indexation peut prendre un peu de temps selon la taille de votre disque, mais ensuite câest instantanĂ© !
Merci Ă Lorenper pour le partage !
Battu par Google, OpenAI dĂ©ploie deux modĂšles dĂ©bridĂ©s pour sauver lâhonneur de ChatGPT

Face à Gemini 3 Pro, qui bat des records dans les tests de performance et séduit ses premiers utilisateurs, OpenAI lance GPT-5.1-Pro et GPT-5.1-Codex-Max, deux modÚles ultra-performants réservés aux utilisateurs les plus exigeants. L'objectif semble de rassurer : Google a le meilleur modÚle grand public, mais OpenAI a la capacité de monter en puissance.
System.css - Donnez un look 100% retro Apple Ă votre site web
Si vous aimez tout ce qui est rĂ©tro, vous avez peut-ĂȘtre dĂ©jĂ essayĂ© de donner un look MS Dos , Windows 95 , Windows 98 , Windows XP ou encore Windows 7 Ă votre site web.
Ce que vous nâavez jamais osĂ© faire, câest de lui donner un look Apple System 6 !
Et ça câest quand mĂȘme un OS qui est sorti en 1988 soit 7 ans avant Windows 95 et ce qui est incroyable câest quâil avait dĂ©jĂ une interface parfaitement mature avec des fenĂȘtres, des icĂŽnes, des menus dĂ©roulants et tout ça Ă©tait en noir et blanc, mais câĂ©tait pas moche, bien au contraire !
Et ce quâon oublie câest que Windows 3.0 a dĂ©barquĂ© deux ans plus tard en 1990 avec une interface⊠étrangement familiĂšre. Alors on ne va pas se mentir, Microsoft sâest LARGEMENT inspirĂ© de ce quâApple faisait depuis 1984 avec le premier Macintosh qui se sont eux-mĂȘmes inspirĂ© des interfaces vues lors de la visite de Steve Jobs au Xerox PARC.
Apple qui ne doute de rien, a mĂȘme attaquĂ© Microsoft en justice pour ça en 1988. Le procĂšs a Ă©tĂ© perdu, mais bon, lâhistoire retient qui a copiĂ© qui !
Du coup, plutĂŽt que de continuer Ă cloner les clones, system.css ferme la boucle en revenant Ă la source. Ce projet est dĂ©veloppĂ© par Saket Choudhary et prend son inspiration directe des guidelines de design dâApple pour System 6, la derniĂšre version monochrome de macOS avant lâarrivĂ©e de System 7 en couleur en 1991.
Le truc cool avec system.css, câest que ça fonctionne exactement comme 98.css. Yâa aucun JavaScript⊠Vous incluez juste le fichier CSS via CDN ou npm, et hop, tous vos composants HTML prennent instantanĂ©ment lâapparence dâune interface Macintosh de 1988. Des boutons arrondis, des fenĂȘtres avec une bordure de 19 pixels, des barres de titre, des menus dĂ©roulants incroyables, des checkboxes carrĂ©es, des boites de dialogues avec double bordure. Tout est lĂ !
Lâinstallation se fait en deux lignes. Via CDN, vous balancez ce code dans votre HTML:
<link rel="stylesheet" href="https://unpkg.com/@sakun/system.css">
Ou via npm, câest :
`npm i @sakun/system.css`
Câest compatible avec React, Vue, Svelte, ou du HTML vanilla pur jus !
La page de dĂ©mo affiche dâailleurs tous les composants disponibles et tout respecte scrupuleusement les spĂ©cifications originales de lâOS.
VoilĂ , avec system.css , vous pouvez donc crĂ©er des interfaces web qui ressemblent Ă celles que les gens utilisaient quand internet nâexistait pas encore pour le grand public. Impec pour filer un petit coup dâvieux Ă votre prochain site web !
Merci Ă Lorenper pour lâinfo !
Google dévoile Nano Banana Pro, un modÚle qui génÚre des images en 4K grùce à Gemini 3 Pro

Deux jours aprĂšs l'annonce de Gemini 3 Pro, le nouveau meilleur modĂšle de langage du marchĂ©, intĂ©grĂ© Ă tous ses services, Google dĂ©voile Nano Banana Pro, une Ă©volution haut de gamme de son modĂšle pour gĂ©nĂ©rer ou Ă©diter des images. Les requĂȘtes coĂ»tent jusqu'Ă six fois plus cher, mais les rĂ©sultats font un bond en avant.
Amazon Wants AI Up-to-Date and PersonalÂ
Everyone has their preferences. That doesnât change when theyâre using AI, which is why Amazon is considering ways to personalize the tech for its users.Â
The Seattle-based company has just filed a patent application for âdynamic language model updates.âÂ
The system would enable a language model to quickly learn about topics that matter to a user at a given moment. First, users would give the system examples of their interests, citing names, terms or topics.Â
Then, the system would utilize those examples to create a âweight mapâ that tells the language model which topics and ideas are especially important to the user and should be emphasized.
Using the map, the model is updated and tuned to pay closer attention to the userâs interests and related trending topics when generating answers.Â
The patent application also mentions âboosting,â which supercharges emphasis on preferred topics. Basically, it helps the system become even better at relaying the most important, pertinent info.Â
Amazon has been focusing on ways to make AI more beneficial to users, including through a patent for personal data collection. Its Alexa assistant has been a particular priority, though the personalization efforts are being affected by organizational and tech issues.
The post Amazon Wants AI Up-to-Date and Personal appeared first on The Daily Upside.
SecretDesires.ai - 2 millions de deepfakes pornos et autres photos intimes fuitent publiquement
Câest dĂ©gueulasse, jâai pas dâautre mot.
La plateforme SecretDesires.ai, un service de chatbot Ă©rotique avec gĂ©nĂ©ration dâimages par IA, a laissĂ© fuiter dans la nature prĂšs de 2 millions de photos et vidĂ©os dans des conteneurs Azure pas du tout sĂ©curisĂ©s. HĂ© oui, nâimporte qui pouvait y accĂ©der via de simples fichiers XML contenant tous les liens vers les images, et ça ont le sait grĂące Ă cette enquĂȘte de 404 Media .
Alors quâest-ce quâon trouve dans cette fuite ?
HĂ© bien sans surprise des photos de cĂ©lĂ©britĂ©s mais surtout des photos de parfaites inconnues. Des selfies pris dans des chambres, des photos de profil de rĂ©seaux sociaux, des photos de remise de diplĂŽme universitaire et jâen passe. Certains fichiers contiennent mĂȘme les noms complets des femmes photographiĂ©es donc autant vous dire que ça craint un max !
Alors pourquoi yâavait tout ça ? Et bien SecretDesires proposait une fonctionnalitĂ© de âface swappingâ dans ses abonnements payants (entre 7,99 et 19,99 dollars par mois, les pervers ont les moyens), qui permettait en uploadant la photo dâune vraie personne, de âcollerâ son visage sur dâautres images et vidĂ©os sexuellement explicites gĂ©nĂ©rĂ©es pour lâoccasion. Un container âremoved imagesâ contenait environ 930 000 images, un autre baptisĂ© âfaceswapâ en contenait +50 000, et un troisiĂšme nommĂ© âlive photosâ (des shorts vidĂ©os IA) en contenait +220 000 dont des vidĂ©os montrant des personnes dâapparence trÚÚÚÚs jeuneâŠ
Et les prompts visibles dans certains noms de fichiers sont encore plus flippants car certains âclientsâ de cette plateforme ont demandĂ© clairement des images de mineures. Et bien sĂ»r, mĂȘme si SecretDesires interdisait ça dans ses CGU, rien nâĂ©tait fait techniquement pour lâempĂȘcher.
De plus, la plateforme mentait Ă ses clients !! Elle se vantait dâutiliser un chiffrement de bout en bout et des serveurs ultra-sĂ©curisĂ©s, sauf que leurs conteneurs Azure Ă©taient grands ouverts depuis des mois vu les dates des fichiers et absolument rien nâĂ©tait chiffrĂ©.
Heureusement, environ une heure aprÚs que 404 Media ait contacté SecretDesires pour les prévenir de la faille, les fichiers ont été rendus inaccessibles.
Alors jâsais pas si certains dâentre vous se sont dĂ©jĂ amusĂ©s Ă crĂ©er des deepfakes sexuels dâautres personnes sans leur consentement, mais sachez que les consĂ©quences pour les victimes sont souvent dĂ©vastatrices. Cela a un impact sur leur carriĂšre, leur confiance en soi, et parfois leur sĂ©curitĂ© physique⊠Et bien sĂ»r cela fait de vous des agresseurs sexuels !
Donc arrĂȘtez dâutiliser ces services de merde, utilisez votre cerveau, faites preuve dâempathie et bien sĂ»r, comme toujours, force aux victimes !
Le créateur de Mastodon se casse de sa propre plateforme (et je le comprends)
HĂ© bien voilĂ , câest officiel ! Eugen Rochko, le crĂ©ateur de Mastodon, quitte son poste de CEO avec un chĂšque dâun million dâeuros et un soupir aussi profond que la Fosse des Mariannes. Et franchement, on peut pas lui en vouloir.
Dans son annonce, Rochko explique que âles deux derniĂšres annĂ©es ont Ă©tĂ© particuliĂšrement difficilesâ et que sa santĂ© mentale et physique en a pris un coup. Il mentionne notamment une interaction âparticuliĂšrement difficileâ avec un utilisateur lâĂ©tĂ© dernier qui lâa vraiment poussĂ© Ă reconsidĂ©rer son rĂŽle.
Quand le mec qui a créé un rĂ©seau social se barre de ce mĂȘme rĂ©seau social Ă cause de la toxicitĂ© de ses utilisateurs, je pense quâon peut officiellement dĂ©clarer le web social complĂ©tement mort.
Ăa confirme totalement mon choix de mâĂȘtre cassĂ© de ces trous Ă merde parce que de ce que je lis dans cet article et de ma propre expĂ©rience, Mastodon ne vaut finalement pas mieux que X ou Facebook en matiĂšre de faune toxique. Câest dommage parce quâĂ la base, lâidĂ©e du Fediverse câĂ©tait justement dâĂ©chapper à ça. Mais bon, mettez des humains ensemble sur Internet et attendez cinq minutes, vous obtiendrez invariablement un zoo oĂč les animaux se lancent leurs excrĂ©ments Ă la figure.
Pour rappel, Mastodon avait connu son heure de gloire aprĂšs le rachat de Twitter par Elon Musk, atteignant un pic de 2,5 millions dâutilisateurs mensuels actifs. Mais aujourdâhui, ils ne sont plus quâenviron 750 000. Câest quand mĂȘme une chute de 70% ! Jâai lâimpression que les gens sont partis aussi vite quâils Ă©taient venus, probablement fatiguĂ©s de se faire engueuler parce que âinsĂ©rez ici nâimporte quoi pourvu que ça permette de beugler publiquementâ.
Matthew Hodgson, le fondateur de Matrix / Element, rĂ©sume Ă©galement la situation en expliquant que les utilisateurs de ces plateformes dĂ©centralisĂ©es attendent quâelles les âsauvent du paysage dystopique insupportableâ des rĂ©seaux sociaux centralisĂ©s, sauf que spoiler alert, le problĂšme ce nâest pas uniquement les plateformes⊠ce sont aussi les gens dessus. Vous pouvez dĂ©centraliser tant que vous voulez, si les utilisateurs sont des connards toxiques ou des victimes du syndrome de Stockholm accros Ă leur dose quotidienne de drama, ça ne changera rien.
Rochko va donc passer Ă un rĂŽle consultatif le temps dâune transition de deux Ă trois mois et câest le conseil dâadministration de Mastodon, qui inclut Biz Stone (co-fondateur de Twitter, ça ne sâinvente pas..), qui supervisera la suite. Je leur souhaite bon courage pour trouver quelquâun dâassez maso pour reprendre le flambeau ^^.
Alors câest vrai quâĂ©changer avec des gens normaux sans se faire agresser pour rien, ça me manque parfois, câest vrai. Mais heureusement, jâai mon Discord rempli de gens cools et mon Patreon qui est le temple de la bienveillance. Ce sont des endroits oĂč on peut encore discuter sans quâun random dĂ©barque pour mâexpliquer que je suis un monstre pour avoir Ă©crit tel ou tel article ou parce que jâai mis de lâananas sur ma pizza.
Et câest normal car yâa pas de cour devant laquelle se faire mousser pour faire grimper son klout ^^.
Mâenfin, bon courage Ă Eugen Rochko⊠je pense quâil a fait le bon choix et avec son million dâeuros, il va pouvoir sâoffrir une belle thĂ©rapie et peut-ĂȘtre mĂȘme des vacances dans un endroit sans WiFi. Le web social a certes Ă©tĂ© tuĂ© par les algorithmes mais surtout par ses propres utilisateurs qui ont complĂ©tement vrillĂ©s (les autres sont partis).
Sur ce, je retourne sur mes réseaux chillax et je vous souhaite une excellente soirée !
Smart Bandage Leverages AI Model For Healing Purposes

If you get a small cut, you might throw a plastic bandage on it to help it heal faster. However, there are fancier options on the horizon, like this advanced AI-powered smart bandage.
Researchers at UC Santa Cruz have developed a proof-of-concept device called a-Heal, intended for use inside existing commercial bandages for colostomy use. The device is fitted with a small camera, which images the wound site every two hours. The images are then uploaded via a wireless connection, and processed with a machine learning model that has been trained to make suggestions on how to better stimulate the healing process based on the image input. The device can then follow these recommendations, either using electrical stimulation to reduce inflammation in the wound, or supplying fluoxetine to stimulate the growth of healthy tissue. In testing, the device was able to improve the rate of skin coverage over an existing wound compared to a control.
The long-term goal is to apply the technology in a broader sense to help better treat things like chronic or infected wounds that may have difficulty healing. Itâs still at an early stage for now, but it could one day be routine for medical treatment to involve the use of small smart devices to gain a better rolling insight on the treatment of wounds. Itâs not the first time weâve explored innovative methods of wound care; weâve previously looked at how treatments from the past could better inform how we treat in future.
« Les attaquants augmentent leur puissance au mĂȘme rythme quâInternet », cette cyberattaque dâune ampleur inĂ©dite a discrĂštement Ă©tĂ© dĂ©samorcĂ©e

Le 17 novembre 2025, Microsoft Azure a annoncĂ© avoir subi une attaque DDoS dâune ampleur phĂ©nomĂ©nale, atteignant 15,72 Tbit par seconde. Cette opĂ©ration malveillante, survenue quelques semaines plus tĂŽt, serait lâĆuvre dâun vaste rĂ©seau dâordinateurs et dâappareils infectĂ©s nommĂ© Aisuru.
LexisNexisâŻlance ProtĂ©gĂ©, un assistant dâIA juridique personnalisĂ©
Un an aprĂšs avoir dĂ©voilĂ© Lexis+ AI, LexisNexis prĂ©sente son nouvel assistant d'IA juridique personnalisĂ©. BaptisĂ© ProtĂ©gĂ©, cet outil se veut plus proche du travail quotidien des professionnels du droit notamment dans sa capacitĂ© Ă comprendre le contexte d'une question juridique. Cette IA gĂ©nĂ©rative est en mesure "dâanalyser des documents, de rĂ©diger des notes, clauses ou rĂ©sumĂ©s, et de formuler des propositions argumentĂ©es appuyĂ©es sur des rĂ©fĂ©rences juridiques fiables issues du corpus documentaire LexisNexis" explique l'Ă©diteur. Ce corpus est composĂ© de plus de 125 millions de documents.
LexisNexis met en avant la spĂ©cificitĂ© de ProtĂ©gĂ© qui, contrairement aux IA utilisĂ©es par le grand public, est conçu dĂšs lâorigine pour le monde juridique et rĂ©glementĂ©.Â
[...] Lire la suite de cet article sur Archimag.comMoins de clics, moins de rĂšgles : lâEurope sâapprĂȘte Ă dĂ©tricoter le RGPD

Faut-il desserrer l'étau autour du numérique en Europe ? Bruxelles lance un grand chantier sur la question, avec des propositions visant à simplifier plusieurs aspects de certaines grandes réglementations, comme le RGPD et l'AI Act. Avec, en ligne de mire, le souhait de retrouver le chemin de la compétitivité et de l'innovation.
Stargate Returns: A New Series Officially Greenlit for Prime Video

Chevron seven locked.
After fourteen long years of waiting, rewatches, convention talk, and countless âWhen is Stargate coming back?â conversations, the impossible has finally happened: Amazon MGM Studios has officially greenlit a brand-new Stargate series for Prime Video. And the best part? It isnât a reboot. Itâs a completely new chapter in the existing Stargate universe, created with the very people who helped build it in the first place.
The announcement came straight from Darren Sumner of GateWorld and David Read of Dial the Gate, joined by franchise legends Brad Wright and Joe Mallozzi. Hearing them talk about the project was enough to make any longtime fan emotional. They emphasized again and again how rare it is for original creators to return to shepherd a new version of a show, and how grateful they are that Amazon chose to honor the legacy instead of reinventing it from scratch.
They also gave full credit to the fans. According to the team, the Stargate community, fan sites, podcasters, cosplayers, convention-goers, and everyone who kept rewatching the shows, played a direct role in keeping the franchise alive during its fourteen-year hiatus. The enthusiasm never faded, and that passion helped push this revival forward.
Even though this will be a brand-new story, the creators stressed that it will still feel unmistakably like Stargate. New viewers will be able to jump in without having to watch 350 episodes, but longtime fans will immediately recognize the tone, humor, and world they love. And with modern VFX and todayâs production capabilities, the team says they can finally bring ideas to life that werenât possible back in 1997.
As for familiar faces? Theyâre staying quiet⊠for now. But the way they dodged the question suggests thereâs plenty more news to come.
For the first time, Stargate will debut globally on a platform where everyone around the world can share the experience together. No staggered release, no regional delays. Just one huge, united Stargate moment.
The creators promised that this is only the beginning, with more updates coming soon. After more than a decade of waiting, the gate is finally spinning up again.
Stargate is back. Indeed.
Click This Link for the Full Post > Stargate Returns: A New Series Officially Greenlit for Prime Video
4 scénarios pour l'IA selon Gartner
Hacking a Pill Camera

A gastroscopy is a procedure that, in simple terms, involves sticking a long, flexible tube down a patientâs throat to inspect the oesophagus and adjacent structures with a camera fitted to the tip. However, modern technology has developed an alternative, in the form of a camera fitted inside a pill. [Aaron Christophel] recently came across one of these devices, and decided to investigate its functionality.
[Aaronâs] first video involves a simple teardown of the camera. The small plastic pill is a marvel of miniaturization. Through the hemispherical transparent lens, we can see a tiny camera and LEDs to provide light in the depths of the human body. Slicing the camera open reveals the hardware inside, however, like the miniature battery, the microcontroller, and the radio hardware that transmits signals outside the body. Unsurprisingly, itâs difficult to get into, since itâs heavily sealed to ensure the human body doesnât accidentally digest the electronics inside.
Unwilling to stop there, [Aaron] pushed onwardâwith his second video focusing on reverse engineering. With a little glitching, he was able to dump the firmware from the TI CC1310 microcontroller. From there, he was able to get to the point where he could pull a shaky video feed transmitted from the camera itself. Artists are already making music videos on Ring doorbells; perhaps this is just the the next step.
Smart pills were once the realm of science fiction, but theyâre an increasingly common tool in modern medicine. Video after the break.
GEMINI3, le vrai moat de GOOGLE dans lâIA ce sont ses 8 milliards dâutilisateurs
Le lancement de Gemini 3 marque un tournant pour Google. AprĂšs plusieurs annĂ©es de rattrapage, Google revient au centre du jeu avec un modĂšle qui dĂ©passe ses prĂ©dĂ©cesseurs sur les benchmarks, dont un score de 1501 Elo sur LMArena. Ce lancement Ă©claire aussi la course effrĂ©nĂ©e menĂ©e par Sam Altman, car Google dĂ©place dĂ©sormais le âŠ
Lâarticle GEMINI3, le vrai moat de GOOGLE dans lâIA ce sont ses 8 milliards dâutilisateurs est apparu en premier sur FW.MEDIA.
Une enquĂȘte sur des jouets dopĂ©s Ă lâIA pousse OpenAI Ă bloquer son modĂšle GPT-4o Ă un fabricant de peluches

Ă lâapproche des fĂȘtes de NoĂ«l, un groupe de chercheurs amĂ©ricains et canadiens a voulu tester des jouets dotĂ©s dâintelligence artificielle pour Ă©valuer leur sĂ©curitĂ©. Les conclusions de leur rapport se sont avĂ©rĂ©es si inquiĂ©tantes quâOpenAI a dĂ©cidĂ© de bloquer l'accĂšs Ă l'un d'eux Ă son modĂšle GPT-4o.
On sait enfin pourquoi le web a plantĂ© dans le monde entier, et ce nâĂ©tait pas une attaque

AprÚs une panne mondiale de plusieurs heures ayant paralysé une partie importante du web, Cloudflare a dévoilé les causes de l'incident. Contrairement aux soupçons initiaux, il ne s'agissait pas d'une cyberattaque, mais d'une erreur technique assez banale. Mais cela a fini par devenir la pire panne de Cloudflare depuis 2019.














