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Reçu — 28 juin 2026 ⏭

Students Around the World are Using AI-Powered Smart Glasses to Cheat on Tests

✇Slashdot
Par : EditorDavid
28 juin 2026 à 16:34
Students are using AI-powered smart glasses to cheat on tests, reports CNN. "And in East Asia's test-obsessed societies, where a single exam could impact the trajectory of a student's future career and social status, educators are scrambling to get ahead of the problem." Already, countries are stepping up inspections for test-takers. For China's grueling annual college entrance exam earlier this month — which more than 10 million hopefuls take each year — authorities required screening of all glasses. In the United Kingdom, the head of England's exam watchdog warned earlier this month that AI glasses and smart devices like earpieces could worsen cheating in exams... [T]wo incidents in South Korea were the country's first reported cases of cheating with AI glasses... In Taiwan, the university where a prospective student was caught cheating is now reviewing rules and standard operating procedures for AI eyewears during examinations. But experts worry these individual cases point to a more widespread issue. "If we're seeing a few cases being reported, we're seeing a lot more cases not being reported," said Thomas Corbin, lecturer at Deakin University in Australia, who has conducted research around the usage of AI-powered glasses and other smart devices in academic assessment. With the rapid development of AI technology, however, smart glasses are becoming slimmer, less noticeable, while integrating AI models that can operate independently with connectivity, raising concerns not only about exam integrity, but also about broader privacy risks... "Wearable AI is as much of a challenge to exams as ChatGPT was to essays in 2022 and I just don't think there is any real way that we can reliably have exam practices moving forward," Corbin said.

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Developer AI Token Costs Could Exceed Their Salaries in Two Years

✇Slashdot
Par : EditorDavid
28 juin 2026 à 11:34
"Enterprises may soon be paying as much for their developers' AI token usage as they do for their salaries," writes InfoWorld: According to Gartner, these costs will meet, or even exceed, the typical software engineer's monthly salary within the next two years. This is not only because developers are increasingly adopting generative AI and agentic tools, it reflects a trend toward consumption-based licensing models as vendors balance infrastructure investments with profitability... Gartner senior principal analyst Nitish Tyagi explained that it's important to note that Gartner's prediction is based on a global average salary of $2,000 per month; it doesn't mean AI token usage will exceed all salaries. For instance, in the US, yearly pay rates can be six digits or more. However, that kind of spend is not out of the realm of possibility, Tyagi emphasized. "I have heard scary numbers like 'My developer consumed $20K last month,' or 'A business user consumed $32K'." If these amounts sound shocking, that's the point. "The goal is to alarm the industry about the impact of token cost if it is not governed and controlled," he said... AI coding vendors have yet to deliver "mature, built-in cost optimization capabilities," Tyagi said, and prices will likely only continue to rise as vendors further build out their models while at the same time trying to remain profitable. Thus, enterprises struggle to forecast and control costs, and, because AI is moving so fast, many organizations lack the "maturity and frameworks" to determine ROI, he noted. Agent-driven workflows are difficult to govern, context windows become bloated, budgets are wiped out earlier than anticipated, and token spend becomes hard to justify.... "Without a governed engineering operating model, costs can escalate faster than the productivity gains these tools are designed to deliver," Tyagi said.

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Reçu — 27 juin 2026 ⏭

How a Seemingly Harmless Image Can Jailbreak Vision-Language AI Models

✇Slashdot
Par : EditorDavid
27 juin 2026 à 22:52
Slashdot reader BrianFagioli writes: Florida International University researchers have developed a technique called JaiLIP (Jailbreaking with Loss-guided Image Perturbation) that uses subtle image modifications to bypass AI safety guardrails. Unlike traditional jailbreaks that rely on carefully crafted prompts, the attack works through images that appear normal to human viewers. The researchers tested the technique against BLIP-2, a multimodal AI model, and found that manipulated images significantly increased the likelihood of harmful responses. According to the study, the approach outperformed previous image-based jailbreak methods and nearly doubled the number of unsafe outputs generated during testing. The findings highlight a potential security risk for businesses deploying AI systems that process both images and text. While most discussions about AI safety focus on prompts, the research suggests that seemingly harmless images may also serve as an attack vector.

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Scroll Burned in 79 AD Volcanic Eruption Finally Deciphered Using AI

✇Slashdot
Par : EditorDavid
27 juin 2026 à 19:34
When Mt. Vesuvius erupted in 79 A.D., it buried hundreds of papyrus scrolls. They were rediscovered in the mid-1700s, remembers Smithsonian magazine, "the only surviving collection of its kind from the Greco-Roman world..." "But when scholars tried to unroll them, the carbonized manuscripts crumbled to dust." Every generation that followed faced the same dilemma: They could wait for technology to advance, abandoning hope of reading the ancient texts in their own lifetime. Or they could try to open the scrolls themselves — and risk destroying them. In recent years, researchers have settled on a third option. Using advanced imaging and artificial intelligence, they're deciphering the scrolls without needing to unroll them at all. The Vesuvius Challenge has accelerated the process by turning it into a public competition, complete with cash prizes. In 2023, a student won $40,000 for deciphering a single word — "purple" — from an unopened scroll. Later, contestants would identify 2,000 Greek characters from one scroll ($700,000) and the title of another ($60,000). Now, for the very first time, researchers have recovered all surviving text from a single scroll. The nearly five-foot-long segment includes roughly 20 columns of ancient Greek philosophy, accessible for the first time in nearly 2,000 years. "The tech actually does look like magic, but it's not," Brent Seales, a computer scientist at the University of Kentucky, said at a press conference. (The article points out that Seales partnered with two Silicon Valley investors in 2023 to launch the Vesuvius Challenge, and is now hailing "the restoration of lost voices from the ancient world." Seales has been working on virtually unwrapping the scrolls since the early 2000s. The process involved imaging the bundles of papyrus using technology similar to CT scanners, isolating thin layers and then stitching them together.... "We've developed a systematic and a repeatable approach," Seales told the audience. "Now it's only a matter of time until we read all of the scrolls."

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Forget Prompt Engineering: 'Loop Engineering' Is All the Rage Now

✇Slashdot
Par : BeauHD
27 juin 2026 à 15:34
An anonymous reader quotes a report from Business Insider: For the most powerful voices in AI, it's all about being in the loop. Claude Code creator Boris Cherny recently said he doesn't write his own AI prompts much anymore. Thanks to loops, he doesn't have to. "It's an agent that prompts Claude," Cherny recently told CNBC, adding, "I don't write the prompt anymore. Claude writes the prompt, and now I'm talking to that new Claude that is kind of coordinating." In the same interview, Cherny said that loops and a similar feature were examples of the kind of work he would be proudest of in a decade. Cherny isn't the only one embracing "loop engineering." OpenAI engineer Peter Steinberger, the creator of the viral OpenClaw project, wrote a public reminder to users who are still writing out prompts for AI agents. "Here's your monthly reminder that you shouldn't be prompting coding agents anymore," Steinberger wrote recently on X. "You should be designing loops that prompt your agents." [...] Steinberger shared an example of a loop he uses: "Tell codex to maintain your repos, wake up every 5 minutes and direct work to threads. That makes it easy to parallelize+steer work as needed." Claire Vo, founder of ChatPRD and host of the "How I AI," said, "it's really just reminding people that you don't have to use your human fingers to type in a prompt in order for your agent to do work on your behalf." The days of directly prompting generative AI coding tools are "kind of over, or at least some think it's going to be," Addy Osmani, director of Google Cloud, wrote in his post explaining the concept.

Read more of this story at Slashdot.

Evoto AI: The AI Retouching Powerhouse

✇Photo Rumors
Par : PR admin
27 juin 2026 à 14:56


Evoto AI is a powerful, AI-driven photo editing platform built specifically for professional photographers who want to dramatically speed up their post-production workflow without sacrificing natural-looking results. It combines advanced per-face retouching, intelligent batch processing, color grading tools, and creative features like the AI Lab into one seamless system that supports the entire process – from tethered shooting and culling to final delivery. Available on desktop, mobile, iPad, and in the browser, Evoto helps photographers handle high-volume work efficiently while maintaining creative control.

Evoto AI: The AI Retouching Powerhouse

Professional photography has always been a race against time – especially after the shutter clicks. Between culling thousands of frames, meticulous skin retouching, stray hair removal, color consistency, and client delivery, post-production can eat up days that could otherwise be spent shooting or with clients.

Evoto AI (evoto.ai) positions itself as the solution: a specialized, AI-first photo editing and retouching platform built specifically for working photographers who need speed, consistency, and natural-looking results without sacrificing control.

Product Information & Key Features

Evoto is an all-in-one AI photo editing suite that covers the full workflow from tethered capture through culling, retouching, color work, and delivery. It runs as a native desktop app (macOS & Windows), with companion iPad/mobile apps and a browser-based version for lighter or on-the-go use. There’s also Evoto Video for portrait retouching and color correction on moving footage, plus an Instant Photo Gallery tool for client proofing and delivery. The software handles both RAW and JPEG files and is fast – users and benchmarks routinely report processing hundreds of images in minutes once presets are dialed in.

Standout AI capabilities include:

  • Per-face / subject-aware retouching: Skin smoothing that preserves natural texture (freckles, pores), blemish/acne/wrinkle reduction, skin tone balancing, glasses glare removal, stray hair cleanup (inside and outside the frame), red-eye fix, teeth whitening/straightening, and even “open eyes” fixes.
  • Body & clothing tools: Subtle slimming, wrinkle/de-blemish removal on clothes, and color-changing options.
  • Background & environment tools: One-click or masked background removal/clean-up, distraction removal, sky replacement, and backdrop enhancement.
  • Smart culling: AI quickly flags and removes closed eyes, blurry shots, and duplicates.
  • Batch intelligence: Apply edits or presets across a set; the AI adapts per image rather than applying blunt global filters.
  • Additional tools: AI-based old-photo restoration, color matching/grading, tethered shooting support, and a preset system with sync across devices.

AI Color Adjustments

AI Color Adjustments in Evoto AI combine intuitive manual controls with intelligent AI assistance to deliver fast, consistent, and professional color grading across single images or large batches. Photographers can fine-tune exposure, white balance, brightness, tone balance, HSL, curves, and color masking in a Lightroom-style interface, while AI-powered tools like AI Color Match intelligently transfer the tone, mood, and color profile from a reference image to an entire set – ensuring unified results even when lighting varies across a wedding, event, or portrait session. This hybrid approach allows for both precise creative control and automated corrections that adapt naturally to skin tones, backgrounds, and subject matter, dramatically reducing the time spent chasing color consistency while preserving a realistic, non-plastic look that clients expect from professional work.

AI Color Adjustments

AI Color Adjustments in Evoto AI is a comprehensive, intelligent color grading system that blends precise manual controls with powerful AI-driven tools to deliver fast, consistent, and natural-looking results for individual images or large batches.

The AI Color Tools provide an intuitive Lightroom-style panel for fine-tuning exposure, white balance, brightness, tone balance, HSL, curves, color masking, and filters, while AI-powered features like AI Color Match allow photographers to instantly transfer the tone, mood, and color profile from a reference image to an entire set -ensuring unified results even when lighting conditions vary across a wedding, event, or portrait session. Complementing these are the

AI Style (also referred to as AI Color Looks) provides one-click, AI-driven stylistic transformations that intelligently analyze each photo and apply a predetermined aesthetic or “vibe” with natural, adaptive results. With over 20 pro-grade options ranging from warm and cinematic to vintage film, bright modern, or clean natural looks, the algorithms automatically correct color, contrast, and tone to match the chosen style while respecting the original image’s lighting and subject characteristics. This makes it exceptionally powerful for high-volume workflows – such as applying a cohesive “film-inspired” or “high-end portrait” look across an entire wedding gallery in seconds – while still allowing photographers to tweak intensity or combine multiple styles for a custom signature aesthetic that elevates their brand without hours of manual grading.

Presets

Presets functionality in Evoto AI is a cornerstone of efficient, repeatable workflows, letting photographers save any combination of retouching settings, AI Color Adjustments, AI Styles, and manual tweaks as reusable, one-click presets that can be applied to individual images or synced intelligently across entire batches. Official recommended presets (Natural, High-End Portrait, Event, Cinematic, Family, etc.) provide excellent starting points, while users can easily create and organize their own custom presets, capturing a specific color grade plus skin and hair retouching, for example, and apply them consistently across future shoots or different devices via cloud sync. This system not only slashes editing time on high-volume jobs but also helps maintain a recognizable, professional style that strengthens a photographer’s brand identity and enables faster client deliveries.

AI Lab

AI Lab in Evoto AI is a dedicated creative hub (accessed via an icon in the top-left of the Edit interface) that houses advanced, high-resolution AI tools designed for complex editing tasks beyond standard retouching. It specializes in intelligent removal and compositing features, such as People Removal (with auto-detection and passerby selection to cleanly eliminate unwanted individuals from backgrounds), Smart Removal / AI Object Remover for distractions, and AI Background Fusion, which enables sophisticated cutouts and scene compositing, perfect for placing subjects into new environments like school gymnasiums, stages, or custom backdrops. These generative tools deliver professional-grade, full-resolution results while preserving natural lighting and edges, making them invaluable for wedding, event, school, and portrait photographers who frequently need to clean up busy scenes or create polished composites without hours of manual masking in Photoshop. By consolidating these powerful capabilities into one streamlined workspace with its own credit model for generative actions, AI Lab significantly expands Evoto’s utility from fast retouching into true creative production, helping photographers deliver cleaner, more polished final images efficiently.

Evoto Mobile and Evoto Online

Evoto Mobile and Evoto Online extend the power of Evoto AI beyond the desktop, giving photographers true flexibility across devices and locations.

The Mobile version (available on iPad and smartphones) delivers a full-featured AI editing experience optimized for on-the-go use, supporting portrait retouching, color correction, batch processing, preset application, and even tethered shooting directly from compatible cameras. This makes it ideal for location photographers who want to cull, retouch, and show clients polished previews in real time, often closing sales on-site before leaving the session.

Evoto Online is a browser-based editor that provides instant access to core AI tools without installing software, making it especially useful for quick edits, e-commerce product work, background removal, and color adjustments on any computer. Both versions sync seamlessly with the desktop app via the cloud, allowing photographers to start a project on their main workstation, continue refining on an iPad while traveling or at a client meeting, and even perform light edits or client proofing in a browser when needed. Together, they transform Evoto from a powerful studio tool into a complete, location-independent workflow solution that keeps high-quality AI retouching and color work accessible wherever the photographer works.

Evoto Beta and Stable Versions

When downloading Evoto AI, users can choose between the Beta and Stable versions, giving photographers flexibility depending on their priorities.

The Stable version is the recommended choice for most professional users, as it offers a thoroughly tested and reliable experience with fewer bugs, making it ideal for high-volume workflows where consistent performance is critical.

In contrast, the Beta version provides early access to the newest features, AI tools, and improvements – often updated weekly, allowing photographers to test cutting-edge capabilities before they reach the stable release. While the Beta channel is excellent for those who enjoy experimenting with the latest innovations and don’t mind occasional glitches, most working photographers opt for the Stable version to maintain smooth, uninterrupted editing sessions. Evoto makes it easy to switch between the two on their download page, so users can start with Stable for reliability and move to Beta when they want to explore upcoming tools.

Brand Description

Streamlining the workflow for professional photographers worldwide, powered by AI.

Evoto was founded with a clear mission: let AI handle the repetitive “pixel work” so photographers can focus on creativity, storytelling, and client relationships. The company (led by founder/CEO Mitta) has grown rapidly by targeting high-volume professionals – wedding, portrait, newborn, event, school, and commercial shooters, as well as studios that need consistent results at scale.

It claims a large global user base (1M+ photographers across 200+ countries/regions and tens of thousands of collaborating studios). The brand emphasizes ethical AI practices: images are not used to train models without consent, and the platform is GDPR/CCPA compliant with secure cloud options for collaboration and cross-device sync.

Recent expansions (desktop 6.x updates, mobile/Instant apps, and video tools) show Evoto evolving from a specialized retoucher into a broader workflow platform that competes with traditional tools while carving out its AI-retouching niche.

Workflow Examples & Real-World Use Cases

Typical high-volume wedding or event workflow:

  1. Shoot tethered (wired or wireless) directly into Evoto for instant previews and early polishing.
  2. Run AI Smart Culling to quickly eliminate blinks, blur, and duplicates.
  3. Apply or create a portrait preset (skin, hair, glare, teeth) and sync across the gallery, the AI handles per-face variations intelligently.
  4. Quick global or selective color grading.
  5. Export and deliver same-day or push to the Instant Photo Gallery for client viewing/proofing.

Many users report turning what used to be multi-day editing marathons into same-day or next-day deliveries, which improves cash flow and client satisfaction.

Portrait/headshot/fashion studio use case: Photographers often export selects from Capture One or Lightroom into Evoto for targeted cleanup (skin, stray hairs, clothes, background), then do final polish back in their main editor if needed. The per-face controls and masking tools make it excellent for preserving natural skin texture while quickly removing distractions.

On-location/mobile use case: With the iPad or mobile apps, photographers can retouch on-site, show clients polished previews in real time, and even close sales before leaving the location, a game-changer for tourist, event, or mini-session shooters.

Hybrid workflow tip (from working photographers): Do primary color correction in your usual raw processor, export selects to Evoto for AI retouching and cleanup, then finish any ultra-fine texture work in Photoshop only where necessary. This minimizes credit usage while maximizing speed.

Other niches: Newborn and maternity photographers appreciate the gentle, texture-preserving skin tools. E-commerce and content creators use the browser version for quick background removal and product cleanup. Video users are exploring newer video retouching tools to achieve consistent skin and color across talking-head or event footage.

Pricing & Value Proposition

Evoto uses a credit-based model that’s different from traditional subscriptions:

  • Editing, previewing, and most tools are free.
  • Exporting an image typically costs 1 credit per photo (some advanced generative features may cost more – you’ll see the exact cost before exporting).
  • Credits are purchased via annual subscription plans (best value, with rollover and cheaper add-on packs) or pay-as-you-go (more expensive per credit, 2-year expiration).

Approximate annual subscription tiers (as of mid-2026; check site for current):

  • Starter: ~800 credits (~$89/yr)
  • Basic: ~1,600 credits (~$149/yr)
  • Higher tiers scale up to 24,000 credits with better per-credit pricing and add-on discounts.

Pay-as-you-go options start around 200 credits for ~$49. New users usually get starter credits (often 15+), and referrals can add bonus credits.

Value verdict: For high-volume pros who deliver hundreds or thousands of images per month, the time savings (often cited as 5+ hours/day or cutting multi-day jobs to an hour) can easily justify the cost and even increase profitability by enabling faster turnarounds or bringing retouching in-house. Hobbyists or very low-volume shooters may find the credit model less attractive. Some users have noted past price adjustments, so it’s worth modeling your typical monthly exports before committing.

Pros & Cons

Pros:

  • Exceptionally fast and natural-looking portrait and subject retouching.
  • Intelligent batch/sync tools that adapt per image.
  • Strong tethered + culling + retouch + delivery workflow in one app.
  • Cross-platform sync (desktop ↔ iPad ↔ mobile).
  • Ethical/privacy stance and regular feature updates.
  • Free to experiment until you export.

Cons:

  • The credit system requires planning (especially for very high volumes or if you re-export after external edits).
  • Not a full layer-based compositor like Photoshop – best used for targeted cleanup rather than heavy compositing.
  • AI tools (especially culling or complex backgrounds) sometimes need manual refinement.
  • Extreme close-ups or ultra-high-end skin texture work may still benefit from finishing in Photoshop.

Overall verdict: Evoto AI is one of the strongest specialized AI retouching tools available to professional photographers in 2026, particularly for portrait, wedding, and event work, as well as any high-volume work where speed and consistency matter. It won’t completely replace a skilled retoucher or your full creative suite for every job, but it dramatically accelerates the most time-consuming parts of the job while delivering results that clients and photographers describe as natural rather than “AI-plastic.”

Conclusion

Evoto AI stands out as one of the most capable and photographer-focused AI editing platforms available in 2026, combining powerful per-face retouching, intelligent batch processing, advanced color tools (including AI Color Match and AI Style), creative features like the AI Lab for object removal and background fusion, and seamless cross-platform support across desktop, mobile/iPad, and browser versions. By automating the most time-consuming aspects of post-production while still giving photographers precise control and natural-looking results, it enables faster turnarounds, consistent quality across high-volume shoots, and even on-site client presentations that can directly boost sales. While its credit-based pricing model requires some planning, especially for high-volume users, the significant time savings and workflow efficiency often make it a worthwhile investment for professional wedding, portrait, event, and studio photographers. For anyone looking to reduce editing burnout, bring more work in-house, or simply deliver polished galleries faster without sacrificing quality, Evoto AI is well worth testing. Photographers can download the desktop app or try the mobile and online versions for free to experience how it fits into their own workflow.

Related videos

The post Evoto AI: The AI Retouching Powerhouse appeared first on Photo Rumors.

OpenAI dévoile GPT-5.6 Sol, Terra et Luna : trois versions pour répondre à Anthropic

✇Numerama.com - Magazine
Par : Adam Langumier
27 juin 2026 à 07:22

Hier soir, OpenAI a annoncé le lancement en accès limité de GPT-5.6, sa nouvelle génération de modèles. Au programme, trois nouvelles versions avec une stratégie totalement différente.

US Government Allows Anthropic Limited Release of 'Mythos' AI Model, Saying 'Appropriate Safeguards are in Place"

✇Slashdot
Par : EditorDavid
27 juin 2026 à 02:09
"The US government has allowed Anthropic to release its powerful Mythos AI model to select companies and organizations," reports CNN, "revising license requirements after ordering an export block earlier this month in the wake of national security fears." Since the export ban earlier in June, "Anthropic has worked with the US government to address risks associated with the Covered Models," Commerce Secretary Howard Lutnick wrote to the company in a letter dated Friday. In light of progress in that work, Lutnick wrote, "I have determined that appropriate safeguards are in place to permit certain trusted partners to access the Claude Mythos 5 Model." The letter does not include permission for Anthropic to release Fable, a less powerful version of Mythos. "We received notice from the US government that Mythos 5, our strongest cybersecurity model, can be redeployed to a small group of cyber defenders and infrastructure providers," Anthropic said in a statement... Conversations between Anthropic and the government are expected to continue into the weekend, with an eye to restoring access to Fable, as well, a source familiar with the discussions told CNN.

Read more of this story at Slashdot.

Reçu — 26 juin 2026 ⏭

Notion Mail Is Shutting Down

✇Slashdot
Par : BeauHD
26 juin 2026 à 11:00
Notion announced that it will shut down its email client on September 22. The company says more than half of users already manage email through Notion's AI agents without opening their inbox, so it is shifting its focus from a traditional email client to agent-run workflows. Engadget reports: It has published an FAQ for users to make sure that they don't lose any messages or data in the transition. Most emails will still exist in a Gmail inbox, but customers will need to manually export their drafts, scheduled emails, snippets and auto label instructions. Notion first began offering Notion Mail after acquiring startup Skiff in 2024.

Read more of this story at Slashdot.

Reçu — 25 juin 2026 ⏭

Trump Administration Asks OpenAI To Stagger Release of New Model

✇Slashdot
Par : BeauHD
25 juin 2026 à 22:00
The Trump administration has reportedly asked OpenAI to stagger the release of GPT-5.6 over security concerns. The model will initially be offered to a small group of partners, with the government "approving access customer by customer during this preview period," reports The Information. The request came from conversations with the Office of the National Cyber Director and the Office of Science and Technology Policy, the report said.

Read more of this story at Slashdot.

Linux Foundation Launches Akrites To Coordinate AI-Driven Open Source Security

✇Slashdot
Par : BeauHD
25 juin 2026 à 21:00
BrianFagioli writes: The Linux Foundation has announced Akrites, a new initiative to coordinate vulnerability disclosure and remediation for critical open source software as AI dramatically speeds up vulnerability discovery. Founding members include AWS, Google, Microsoft, OpenAI, Red Hat, NVIDIA, IBM, Cisco, JPMorganChase, and others. Akrites will provide a shared Security Incident Response Team (SIRT), a standardized coordinated vulnerability disclosure process, and act as a "maintainer of last resort" for abandoned but widely used packages. The goal is to reduce duplicate reports, avoid conflicting patches, and help upstream maintainers address vulnerabilities before they can be exploited. As AI makes it easier to find security flaws, can a coordinated industry effort help protect open source, or does it risk giving large corporations too much influence over the ecosystem? "Akrites is the largest coordinated effort in history to create systems and deploy tooling that leverages the collective power of the community to make everyone safer," the Linux Foundation said in an open letter. "Akrites participants will contribute engineering resources; work to build and ship fixes; or fund the engineers who do. Some companies have contributed mightily already. The reality is, collectively, we need to contribute more."

Read more of this story at Slashdot.

Anthropic Says Alibaba Must Be Punished For Largest Claude Cloning Attack

✇Slashdot
Par : BeauHD
25 juin 2026 à 18:12
An anonymous reader quotes a report from Ars Technica: Anthropic has accused the Chinese firm Alibaba of launching the largest attack yet attempting to clone Claude, as China races to match the capabilities of Anthropic's leading model following Mythos' release and subsequent restriction from foreign markets. Ars obtained a June 10 letter sent to Senators Tim Scott (R-S.C.) and Elizabeth Warren (D-Mass.) one day ahead of a Senate committee hearing on "AI and the American Dream." In the letter, Anthropic shared "new, confidential evidence of the largest campaign to illicitly extract Claude's capabilities we have ever measured." The attacks occurred between April 22 and June 5, when "operators afliated with Alibaba and Alibaba Qwen, Alibaba's AI lab" allegedly generated "more than 28.8 million exchanges with Claude through almost 25,000 fraudulent accounts," Anthropic said. Violating Claude's terms of service and access restrictions, this campaign "targeted some of Claude's most valuable capabilities, such as agentic reasoning, software engineering, and long-horizon tasks." According to Anthropic, Alibaba evaded detection by "using obfuscation techniques and proxy networks." As Chinese demand for reliable obfuscation techniques increases, Anthropic warned there's already "a growing circumvention economy" to fuel an ever-expanding web of future distillation attacks. [...] "Alibaba is governed by an independent board, none of whom has any military affiliation," Alibaba said. "Its products and services are built for retail, logistics, and enterprise information technology -- not weapons, defense, or intelligence." Anthropic appears unconvinced, however, that Alibaba isn't working with the Chinese government. In the letter, Anthropic warned that without stronger interventions, these distillation attacks will "help China reach Mythos Preview-level capabilities sooner." To keep the US ahead of China, Anthropic recommended that Congress pass legislation with three objectives. First, antitrust laws must be updated to allow AI firms to share information about evolving Chinese tactics to deter more threats. Second, the US needs more export controls on chips to hamstring Chinese access to advanced compute so that they simply can't train on US model outputs. That could make conducting distillation attacks pointless, Anthropic suggested. Finally, Congress should pass laws penalizing Chinese labs' "bad behavior" so that it's "more difficult and costly" to rely on distillation attacks to advance Chinese models. Penalties could include limiting Chinese firms from accessing US models or advanced US chips or from relying on data centers outside of China, Anthropic suggested.

Read more of this story at Slashdot.

Ford Rehires 350 Engineers After AI Fails To Preserve Expertise or Train Juniors

✇Slashdot
Par : BeauHD
25 juin 2026 à 17:00
After Ford's automated quality-control systems and AI tools fell short, the automaker hired 350 veteran engineers over the past three years to mentor younger staff and reprogram the underperforming technology. "Artificial intelligence is a fantastic tool, but it's only as good as the information you use to train it," Charles Poon, Ford's vice president of vehicle hardware engineering, told reporters on a call Wednesday. "Over prior years, we didn't pay as much attention as we should have to the experience of our most knowledgeable engineers that have been with us through many product cycles." Bloomberg reports: Those engineers were "at the heart" of Ford's efforts to turn around quality problems, said Kumar Galhotra, chief operating officer. They now run mandatory meetings that rigorously troubleshoot quality problems and they have reprogrammed AI tools to head off glitches before they happen. "We had been relying more and more on automated quality systems" and not getting the desired results, Galhotra said. "We brought back technical specialists" and "they hunt for failure points before a part ever reaches the plant floor." The return of the veteran engineers at Ford cuts against the prevailing wisdom -- and fear -- that AI will replace all kinds of knowledge workers. But Ford found the machines couldn't replace experience. "Mistakenly we thought that by just introducing artificial intelligence and ingesting the design requirements that we had, that that would produce a high-quality product," Poon said. But "we recognized that for us to enhance some of our automation and machine learning and artificial intelligence tools we needed to ensure that they were trained by the most experienced individuals." As a result of the efforts of the old hands, Ford vaulted above quality stalwarts such as Toyota and Honda on JD Power's bellwether survey that measures the quality of a car during the first three months of ownership. Only luxury brands Porsche and Genesis topped Ford this year.

Read more of this story at Slashdot.

Reçu — 24 juin 2026 ⏭

Mistral lance OCR 4, une IA capable de déchiffrer les manuscrits et 170 langues

✇Numerama.com - Magazine
Par : Julien Cadot
24 juin 2026 à 09:41

Mistral met à jour son IA de lecture de documents (OCR) et la pousse vers les manuscrits et les langues rares. Derrière l'outil pour développeurs, l'enjeu est très concret : numériser des montagnes d'archives, jusque dans nos administrations.

Reçu — 23 juin 2026 ⏭

Essai Renault 4 E-Tech electric Plein Sud : le SUV électrique qui enlève le toit (et assume)

✇le blog auto
Par : David Christian Koskas
23 juin 2026 à 16:24

La 4L est de retour. Sous forme électrique, sous forme de SUV, et désormais sous forme découvrable. La Renault 4 E-Tech electric Plein Sud est une anomalie dans le paysage automobile actuel : un véhicule du quotidien, polyvalent, familial, qui offre en plus une ouverture sur le ciel. Rare. Très rare.

Il y a des voitures qu’on achète avec la tête. Et d’autres avec le cœur. La Renault 4 E-Tech electric Plein Sud, elle, revendique les deux. C’est le pari — un peu fou ou courageux — que Renault a décidé de tenir : offrir une version à toit ouvrant en toile d’un SUV électrique compact, sans sacrifier un seul gramme de praticité. Résultat ? Une voiture qui se démarque franchement dans un segment des petits SUV électriques qui ressemble de plus en plus à une mer de clones.

Nous l’avons essayée. Voici ce qu’on en pense.

Une silhouette qu’on reconnaît, un toit qu’on remarque

Inutile de chercher longtemps ce qui distingue la Plein Sud de la Renault 4 standard : c’est le toit. Un pavillon en toile noire qui remplace le toit fixe d’origine et donne à la voiture un profil inédit. Les barres de toit disparaissent — incompatibles avec le mécanisme — et l’antenne migre discrètement vers la lunette arrière. Pour le reste, c’est la même Renault 4 : 4,14 mètres de long, l’empattement de 2,62 mètres, les roues de 18 pouces, la calandre lumineuse emblématique et cette silhouette que les amateurs de la « 4L » originelle reconnaissent immédiatement.

Renault propose 11 coloris de carrosserie en finition Techno, 7 en Iconic. Le capot peut rester dans la couleur de la carrosserie ou passer au noir. La Plein Sud ne cherche pas à crier son originalité avec des stickers ou des décors exubérants. Elle assume son identité avec sobriété. C’est bien vu.

92 x 80 cm de ciel au-dessus de la tête

Le toit, c’est l’argument numéro un. Et les chiffres parlent d’eux-mêmes : 92 cm de longueur d’ouverture, 80 cm de largeur. Près d’un mètre carré de toile qui disparaît. C’est la plus grande ouverture du marché sur les segments A et B, et ce n’est pas qu’un argument commercial — à bord, l’effet est immédiat. L’habitacle est baigné de lumière, les passagers avant comme arrière profitent pleinement de l’ouverture.

L’opération prend dix secondes. Pas plus. Un bouton au plafonnier suffit, ou une simple commande vocale adressée à Reno, l’assistant IA embarqué qui repose sur de la génération de langage naturel — pas besoin de réciter une phrase préétablie. On dit ce qu’on pense, le toit s’exécute. En position intermédiaire, totalement ouvert, ou refermé en cas d’averse imprévue : toutes les positions sont possibles.

Mieux encore : on peut rouler toit ouvert à vitesse autoroutière. Un filet anti-remous limite les turbulences et le bruit dans l’habitacle. La limite ? 90 km/h pour l’ouverture ou la fermeture en mouvement — une fois ouvert, on peut rouler sans contrainte de vitesse maximale. En pratique, c’est une liberté qu’on n’attendait pas dans cette catégorie de véhicule.

La parole à un utilisateur au quotidien

Guillaume Sicard n’est pas venu à la Renault 4 par hasard. Utilisateur au quotidien, il a adopté la voiture pour ses trajets professionnels et familiaux. Nous lui avons demandé ce que la version Plein Sud changerait concrètement dans son usage.

Ce que son témoignage révèle, c’est quelque chose que beaucoup de conducteurs ressentent sans toujours l’admettre : un véhicule électrique peut être rationnel et désirable en même temps. Ce n’est pas une contradiction. La Plein Sud en est la démonstration concrète.

Aucun compromis. Vraiment aucun.

C’est là que Renault mérite d’être salué. La tentation était grande, sur une version « plaisir », de rogner quelque part. Sur le coffre, sur le volume habitable, sur les capacités utilitaires. Rien de tout ça n’a eu lieu.

Le coffre affiche toujours 420 litres, dont 44 dissimulés sous le plancher. Le seuil de chargement reste à 61 cm — dix centimètres en dessous de la moyenne des concurrents. La banquette arrière se rabat, le siège passager avant se met à plat, offrant jusqu’à 2,20 mètres de longueur de chargement. On peut toujours tracter une remorque ou une petite caravane jusqu’à 750 kg. Les poches aumônières au dos des sièges avant sont là, les rangements aussi, pour un total de 23,3 litres d’espaces de rangement en cabine.

La magie est dans les détails d’ingénierie. Pour limiter le surpoids induit par le mécanisme d’ouverture et les renforts de carrosserie nécessaires, Renault a opté pour des éléments de structure en matériaux composites plutôt qu’en métal. Résultat : 19 kilos supplémentaires seulement par rapport à la version à toit fixe, à finition égale. Et un impact sur l’autonomie de… 7 km en cycle WLTP. La Plein Sud en finition Techno affiche 392 km d’autonomie contre 399 km pour la version standard.

Sept kilomètres. Pour du ciel ouvert. Le calcul est vite fait.

L’aérodynamisme a également été soigné : le SCx passe de 0,762 à 0,778, une légère hausse maîtrisée qui confirme le sérieux du travail effectué en soufflerie pour conserver à la fois confort acoustique et efficience.

La dynamique : la Renault 4, c’est avant tout du plaisir

La plateforme RGEV small n’a pas changé. Le train arrière multi-bras assure une agilité et un dynamisme que les petits SUV électriques n’ont pas tous. La direction est précise, la tenue de route saine, et l’ensemble donne envie de prendre les virages plutôt que de les subir.

Toit ouvert, la sensation change radicalement. On entend davantage le vent — maîtrisé mais présent — et l’expérience de conduite prend une dimension qu’on ne trouve nulle part ailleurs dans cette catégorie de prix. C’est simple, mais c’est fort. Une ligne droite sur une route de campagne, toit grand ouvert, soleil de côté : on comprend immédiatement pourquoi Renault a fait ce véhicule.

Prix et positionnement : une anomalie sur le marché

La Renault 4 E-Tech electric Plein Sud est disponible à partir de 31 110 euros, dans une offre de financement à 299 euros par mois sur 48 mois. Elle est naturellement un peu plus onéreuse que la silhouette standard et se décline en deux finitions : Techno et Iconic.

Dans un marché des petits SUV électriques qui carbure au raisonnable, à l’efficiente, au pratique-mais-sans-charme, la Plein Sud représente quelque chose de différent. Pas une niche exotique réservée aux nostalgiques de la décapotable. Pas une voiture de week-end qui dort au garage la semaine. Une proposition complète, quotidienne, familiale, qui ajoute une dimension émotionnelle que ses concurrents n’ont tout simplement pas.

Renault renoue ici avec une idée ancienne mais toujours valide : une voiture accessible peut aussi être désirable. Ce n’est pas un oxymore. C’est une ambition.

Notre avis

La Renault 4 E-Tech electric Plein Sud est l’une des propositions les plus cohérentes et les plus enthousiasmantes du marché en ce moment. Elle ne réinvente pas la roue — mais elle réinvente le plafond. Dans un univers électrique qui cherche encore son âme, c’est une bouffée d’air frais. Littéralement.

On aime : le toit géant (92 x 80 cm), l’absence totale de compromis sur la praticité, les 19 kg de surpoids seulement, la commande vocale intuitive, le prix d’entrée raisonnable.

On aime moins : la garde au toit légèrement réduite à l’arrière (813 mm contre 853 mm), l’absence de barres de toit si vous en aviez besoin.

Renault 4 E-Tech electric Plein Sud — à partir de 31 110 euros — Disponible en finitions Techno et Iconic

L’article Essai Renault 4 E-Tech electric Plein Sud : le SUV électrique qui enlève le toit (et assume) est apparu en premier sur Le Blog Auto.

Au revoir Ray-Ban : Meta lance des lunettes connectées sous sa propre marque

✇Numerama.com - Magazine
Par : Nicolas Lellouche
23 juin 2026 à 13:00

Numéro 1 des lunettes connectées avec les Ray-Ban Meta et les Oakley Meta, le géant des réseaux sociaux prend un peu d'autonomie avec les « Meta Glasses », des lunettes avec trois designs inédits qui visent à attaquer un public différent. Un changement de stratégie qui tombe à un moment sans doute bien choisi : face à Samsung et Apple, qui s'apprêtent à le concurrencer, Meta veut que le grand public l'identifie comme un géant des lunettes.

Anthropic sur la touche, OpenAI en profite pour enrichir son projet Daybreak

✇Numerama.com - Magazine
Par : Amine Baba Aissa
23 juin 2026 à 08:45

Depuis le gel de Claude Mythos par Washington, OpenAI occupe le terrain de l'IA cyber offensive-défensive. Le 22 juin, l'entreprise a annoncé une série de mises à jour substantielles de sa plateforme Daybreak.

Reçu — 22 juin 2026 ⏭

Google Invests $75 Million In A24 To Develop AI-Powered Filmmaking Tools

✇Slashdot
Par : BeauHD
22 juin 2026 à 20:00
Google is investing roughly $75 million in A24 as part of a research partnership with DeepMind to develop AI-powered filmmaking tools and workflows. "The deal represents the latest marriage between a Hollywood studio and AI in an era where companies have oscillated between partnerships and lawsuits," reports Variety. From the report: A24 partner Scott Belsky, who leads the studio's technology division A24 Labs, told the Journal the studio's Google partnership differed from other deals because AI developers mistakenly advertised their products as a means to make films cheaper and faster. His division is developing applications for AI-generated storyboards, another reimagination of the production process that has seen filmmakers like Martin Scorsese rubber-stamp. "We think there are better uses that preserve creative control and support risk-taking," said Belsky, arguing the new tools "won't look anything like the prompted generation type of AI that people feel uncomfortable with."

Read more of this story at Slashdot.

AI Law Firm Wins UK Court Case For First Time

✇Slashdot
Par : BeauHD
22 juin 2026 à 17:00
Garfield AI, the UK's first regulator-approved AI law firm, has won its first court case after helping a freelancer recover 7,000 pounds in unpaid fees. "I was owed money for work I had done, but it felt like the process of recovering it could be too stressful, expensive and time-consuming," said Tamires Camal Taquidir, a freelancer who had provided HR-related services to a hospitality business. "Garfield made it possible for me to pursue the claim and keep going. When the counterclaim was brought, it was intended to intimidate me, but I knew I had accessible, cost-effective and competent support. I'm delighted by the result." Computer Weekly reports: After attempting to resolve a dispute over paid fees without court action, Camal Taquidir [...] used Garfield AI to help her pursue the case in court. She was able to generate pre-action correspondence, and then prepare and issue court proceedings. The AI legal assistant conducted all of the legal work preceding the court trial. The defendant instructed solicitors and brought a counterclaim, which the claimant disputed with the support of Garfield AI. The claimant continued to trial, including dealing with document production, the preparation witness statements and trial bundles. Garfield then instructed a junior, shortly before the trial began. She won the claim over unpaid fees following a three-hour trial at Wandsworth County Court. The claimant paid around 400 pounds in Garfield AI fees to recover the 7,000 pounds owed, while the defendant instructed both a solicitor and a barrister. [...] Following a three-hour trial at Wandsworth County Court on 14 May 2026, in which both sides were represented by barristers, the court found in favor of the claimant, awarding 7,000 pounds and dismissing the counterclaim.

Read more of this story at Slashdot.

Several US States Bet That AI Can Solve Their Prison Recidivism Crisis

✇Slashdot
Par : EditorDavid
22 juin 2026 à 11:34
America's state prison systems need ways "to keep people from returning to prison," reports the Wall Street Journal, "when an estimated 40% end up back behind bars within three years." Part of the problem comes in the form of filing cabinets, manila folders and legacy digital databases. In other words, records for a single prisoner might be kept in a dozen places... Now a group of 19 prison systems are tackling the problem with digital tools and artificial intelligence in some cases. They are contracting with San Francisco nonprofit Recidiviz, whose computer systems bring together prisoner data from its disparate sources into digital dashboards. From there, corrections staff can see information — such as court records and notes from parole-board hearings — about a prisoner or parolee all in one place. The company says its efforts are working: Recidivism has fallen 16% in the prison population its systems track. It is the result of "just streamlining these workflows and knitting someone's journey together end to end," says Clementine Jacoby, chief executive officer of Recidiviz. Some criminal-justice groups show that recidivism is trending downward in general, though most of that data is nearly a decade old... The statistics from 11 states stop at 2019, and for four states stop at 2016. With 10 other states, no data was reported.

Read more of this story at Slashdot.

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