Daily Digest - 2026-05-12

Today in one line
Today: Instructure strikes deal with hackers who breached it twice · Linux bitten by second severe vulnerability in as many weeks · AI: Thinking Machines Lab ships its first model and argues in….

Top 10 — News

  1. Instructure strikes deal with hackers who breached it twice
    Tech industry | TechCrunch | 2026-05-12 13:34 UTC
    The maker of the Canvas school software said it "reached an agreement" with the hackers, but provided no guarantees that the hackers would…
  2. Linux bitten by second severe vulnerability in as many weeks
    Security | Ars Technica | 2026-05-11 22:28 UTC
    Production-version patches are coming online and should be installed pronto.
  3. Canvas owner reaches ‘agreement’ with hackers to secure stolen data
    Tech industry | The Verge | 2026-05-12 13:23 UTC
    Instructure, the company behind the Canvas learning management platform, says it has "reached an agreement" with hackers that breached its…
  4. The Download: a Nobel winner on AI, and the case for fixing everything
    Tech industry | MIT Technology Review | 2026-05-12 12:10 UTC
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology.
  5. Sam Altman’s personal investments face political scrutiny ahead of OpenAI’s planned IPO
    AI frontier | The Decoder (AI) | 2026-05-12 10:13 UTC
    Sam Altman's personal investments face political scrutiny ahead of OpenAI's planned IPO.
  6. Ilya Sutskever Stands by His Role in Sam Altman’s OpenAI Ouster: ‘I Didn’t Want It to Be Destroyed’
    AI frontier | WIRED - AI | 2026-05-11 23:51 UTC
    The former OpenAI chief scientist may be estranged from the company, but he still came to its defense as he testified on Monday.
  7. Through the looking glass of benchmark hacking
    Tech industry | Hacker News (front page) | 2026-05-11 21:24 UTC
    Article URL: https://poolside.ai/blog/through-the-looking-glass Comments URL: https://news.ycombinator.com/item?id=48100868 Points: 5 # Com…
  8. Million Tutoring Moves (MTM): An Open Multimodal Dataset for the Science of Tutoring
    CSS / AI & society | arXiv cs.CY (Computers & Society) | 2026-05-12 04:00 UTC
    arXiv:2605.08092v1 Announce Type: new Abstract: We introduce the Million Tutoring Moves (MTM) project, an open dataset initiative aimed at…
  9. EU to crack down on TikTok, Instagram’s ‘addictive design’ targeting kids
    Tech industry | Hacker News (front page) | 2026-05-12 11:00 UTC
    Article URL: https://www.cnbc.com/2026/05/12/tiktok-instagram-social-media-addictive-eu-crack-down.html Comments URL: https://news.ycombina…
  10. Rendering the Sky, Sunsets, and Planets
Tech industry | Hacker News (front page) | 2026-05-12 13:26 UTC
Article URL: https://blog.maximeheckel.com/posts/on-rendering-the-sky-sunsets-and-planets/ Comments URL: https://news.ycombinator.com/item?…

AI tools & model updates

  1. Thinking Machines Lab ships its first model and argues interactivity is what OpenAI gets wrong about voice
    AI tools & model releases | The Decoder (AI) | 2026-05-12 13:16 UTC
    Mira Murati's start-up presents its first AI model and aims to free voice AI from the question-and-answer model.
  2. Introducing NVIDIA Fleet Intelligence for Real-Time GPU Fleet Visibility and Optimization
    AI tools & model releases | NVIDIA Developer Blog | 2026-05-11 19:44 UTC
    The compute capability of large GPU fleets presents unprecedented opportunities to innovate and provide value to customers in record time.
  3. langchain-ai/langchain: langchain==1.3.0
    AI tools & model releases | GitHub Releases - langchain-ai/langchain | 2026-05-12 14:46 UTC
    Release update (see link for changelog).
  4. [AINews] Thinking Machines’ Native Interaction Models - TML-Interaction-Small 276B-A12B - advances SOTA Realtime Voice and kills standard VAD
    AI tools & model releases | Latent Space (LLM/tools) | 2026-05-12 04:33 UTC
    well done, Team Thinky.
Full list — News (71)
Tech industry · TechCrunch · 2026-05-12 13:34 UTC
The maker of the Canvas school software said it "reached an agreement" with the hackers, but provided no guarantees that the hackers would…
Security · Ars Technica · 2026-05-11 22:28 UTC
Production-version patches are coming online and should be installed pronto.
Tech industry · The Verge · 2026-05-12 13:23 UTC
Instructure, the company behind the Canvas learning management platform, says it has "reached an agreement" with hackers that breached its…
Tech industry · MIT Technology Review · 2026-05-12 12:10 UTC
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology.
Tech industry · Ars Technica · 2026-05-11 20:37 UTC
Can AI save us from the AI industry’s endless thirst for water?
Tech industry · TechCrunch · 2026-05-12 13:00 UTC
TikTok is systematically converting its discovery engine into a transaction layer, which both deepens user retention and opens entirely new…
Tech industry · Ars Technica · 2026-05-12 13:33 UTC
Workers are using an internal AI tool to automate non-essential tasks.
Tech industry · Ars Technica · 2026-05-12 11:00 UTC
SpaceX cleared an important milestone Monday on the road to launching a new version of Starship.
Tech industry · Ars Technica · 2026-05-11 22:01 UTC
Audi made sure to consult American tastes for its first full-size SUV.
Tech industry · Ars Technica · 2026-05-11 20:48 UTC
FCC extends waiver allowing routers and drones to get patches for two more years.
Tech industry · TechCrunch · 2026-05-12 15:07 UTC
The round valued the three-year-old startup at $725 million.
Tech industry · TechCrunch · 2026-05-12 14:47 UTC
Waymo has issued a software recall that makes its robotaxis more cautious around flooded areas.
Tech industry · TechCrunch · 2026-05-12 13:00 UTC
A new startup called Dessn has raised $6M to build AI-powered design tools that work directly with production codebases.
Tech industry · TechCrunch · 2026-05-12 13:00 UTC
Fleet management company Samsara has developed an AI model to detect different kinds of potholes and gauge how fast they're deteriorating.
Tech industry · TechCrunch · 2026-05-12 12:44 UTC
Spotify's new feature will show you the number of unique songs that you listened to until now
Tech industry · TechCrunch · 2026-05-12 11:30 UTC
Vapi says its enterprise business has grown 10-fold since early 2025 as companies shift customer support and sales calls to AI agents.
Tech industry · TechCrunch · 2026-05-12 10:00 UTC
Amazon says its new ultra-fast delivery option brings groceries, household essentials, and other items to customers’ doors in 30 minutes.
Tech industry · TechCrunch · 2026-05-12 04:52 UTC
Right now, every AI model you've ever used works the same way.
Tech industry · TechCrunch · 2026-05-12 00:09 UTC
Robinhood files confidentially for its second venture fund, this time targeting growth and early-stage startups.
Tech industry · The Verge · 2026-05-12 14:52 UTC
Aluminium OS, Google's upcoming version of Android for PC, may have just leaked a few hours before Google's Android Show presentation.
Tech industry · The Verge · 2026-05-12 14:30 UTC
The vast majority of the world's data - emails, financial transactions, the internet - is carried by fiber optic cables that run along the…
Tech industry · The Verge · 2026-05-12 13:34 UTC
Following a limited test run in parts of Seattle and Philadelphia that started last December, Amazon Now is officially available to million…
Tech industry · The Verge · 2026-05-12 13:32 UTC
Waymo is recalling its autonomous driving software that allowed its vehicles to drive on flooded roads.
Tech industry · The Verge · 2026-05-12 12:15 UTC
Spotify is celebrating its 20th anniversary by giving listeners a "fully personalized look at their entire music history." Starting today,…
Tech industry · TechCrunch · 2026-05-11 23:04 UTC
Some of the positions focus on AI-native development, data engineering and analytics, cloud-based engineering, and agent and model developm…
Tech industry · TechCrunch · 2026-05-11 21:59 UTC
Google had urged Apple for years to support RCS texting to make communication between each company's devices more seamless.
Tech industry · The Verge · 2026-05-12 11:00 UTC
Google I/O is still a week away, but Google's big announcements kick off today with the "Android Show: I/O Edition," where it's expected to…
Tech industry · The Verge · 2026-05-12 10:55 UTC
eBay has officially rejected GameStop's offer to buy the online marketplace for $56 billion, citing concerns around "operational risks" and…
Tech industry · The Verge · 2026-05-12 09:02 UTC
iRobot has announced a new line of Roombas, a year after it debuted its first lidar-based robot vacuums.
Tech industry · The Verge · 2026-05-12 06:00 UTC
Sony has announced a new version of the wearable personal air conditioner the company first revealed in 2019 ahead of the 2020 Tokyo Olympi…
AI frontier · The Decoder (AI) · 2026-05-12 10:13 UTC
Sam Altman's personal investments face political scrutiny ahead of OpenAI's planned IPO.
AI frontier · WIRED - AI · 2026-05-11 23:51 UTC
The former OpenAI chief scientist may be estranged from the company, but he still came to its defense as he testified on Monday.
AI frontier · The Decoder (AI) · 2026-05-12 14:03 UTC
Amazon employees are automating unnecessary tasks just to climb internal AI leaderboards.
Tech industry · Hacker News (front page) · 2026-05-11 21:24 UTC
Article URL: https://poolside.ai/blog/through-the-looking-glass Comments URL: https://news.ycombinator.com/item?id=48100868 Points: 5 # Com…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08092v1 Announce Type: new Abstract: We introduce the Million Tutoring Moves (MTM) project, an open dataset initiative aimed at…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.10690v1 Announce Type: new Abstract: The short-form video-sharing service TikTok has become an important platform in the social…
Tech industry · Hacker News (front page) · 2026-05-12 11:00 UTC
Article URL: https://www.cnbc.com/2026/05/12/tiktok-instagram-social-media-addictive-eu-crack-down.html Comments URL: https://news.ycombina…
Tech industry · Hacker News (front page) · 2026-05-12 13:26 UTC
Article URL: https://blog.maximeheckel.com/posts/on-rendering-the-sky-sunsets-and-planets/ Comments URL: https://news.ycombinator.com/item?…
39
Tech industry · Hacker News (front page) · 2026-05-12 12:38 UTC
Article URL: https://liquidream.itch.io/undune2 Comments URL: https://news.ycombinator.com/item?id=48107404 Points: 60 # Comments: 14
Tech industry · Hacker News (front page) · 2026-05-12 12:00 UTC
Article URL: https://www.ycombinator.com/companies/text-blaze/jobs/P4CCN62-the-blaze-no-ai-summer-internship Comments URL: https://news.yco…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08093v1 Announce Type: new Abstract: The use of chatbots for various forms of companionship is growing rapidly, raising a myriad…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08094v1 Announce Type: new Abstract: Accurate clinical diagnosis requires extensive domain knowledge and complex clinical reason…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08192v1 Announce Type: new Abstract: Frontier AI safety claims - published assertions that a highly capable general-purpose mode…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08208v1 Announce Type: new Abstract: Digital Twins (DTs) are increasingly deployed across application domains, yet the treatment…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08486v1 Announce Type: new Abstract: Teachers' trust in artificial intelligence (AI) in education depends on how they balance it…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08943v1 Announce Type: new Abstract: Adaptive learning systems can produce substantial learning gains, yet many students engage…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.09007v1 Announce Type: new Abstract: For nearly a decade, deepfake detection has been framed as a classification task: given an…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.09680v1 Announce Type: new Abstract: Workplace norms in computer science have received growing attention due to a series of rece…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.10234v1 Announce Type: new Abstract: We study how four widely used large language models, namely Claude, GPT-4o, DeepSeek and Gr…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.10425v1 Announce Type: new Abstract: AI systems can now cheaply generate plausible scientific artifacts such as papers, reviews,…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.10440v1 Announce Type: new Abstract: Online travel agents (Booking, Trip.com, Expedia) have replaced ranked-list interfaces with…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.10442v1 Announce Type: new Abstract: Multilingual studies of social bias in open-ended LLM generation remain limited: most exist…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08137v1 Announce Type: cross Abstract: Weight pruning is widely advocated for deploying Large Language Models on resource-constr…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08157v1 Announce Type: cross Abstract: Purpose: Access to electroencephalography (EEG) remains limited across low- and middle-in…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08198v1 Announce Type: cross Abstract: We present FairHealth, an open-source Python library that provides a unified, modular fra…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08321v1 Announce Type: cross Abstract: LLMs are increasingly capable of persuasion, which raises the question of how to protect…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08382v1 Announce Type: cross Abstract: LLM coding agents now generate code at an unprecedented scale, yet LLM-generated code int…
CSS / AI & society · arXiv cs.CY (Computers & Society) · 2026-05-12 04:00 UTC
arXiv:2605.08416v1 Announce Type: cross Abstract: Jurisprudence, the study of how judges should properly decide cases, and alignment, the s…
Tech industry · Hacker News (front page) · 2026-05-12 10:37 UTC
Article URL: https://blog.coursera.org/coursera-and-udemy-are-now-one-company-creating-the-worlds-most-comprehensive-skills-platform/ Comme…
Tech industry · Hacker News (front page) · 2026-05-12 10:29 UTC
Article URL: https://news.ycombinator.com/item?id=48104663 Comments URL: https://news.ycombinator.com/item?id=48106316 Points: 67 # Comment…
Tech industry · Hacker News (front page) · 2026-05-12 09:30 UTC
Article URL: https://matklad.github.io/2026/05/12/software-architecture.html Comments URL: https://news.ycombinator.com/item?id=48106024 Po…
Tech industry · Hacker News (front page) · 2026-05-12 05:11 UTC
Article URL: http://www.typewritten.org/Media/ Comments URL: https://news.ycombinator.com/item?id=48104428 Points: 446 # Comments: 196
Tech industry · Hacker News (front page) · 2026-05-12 03:59 UTC
Article URL: https://computer.rip/2026-05-09-extremely-low-frequencies.html Comments URL: https://news.ycombinator.com/item?id=48104041 Poi…
Tech industry · Hacker News (front page) · 2026-05-12 02:28 UTC
Article URL: https://eatonphil.com/bookclub.html Comments URL: https://news.ycombinator.com/item?id=48103511 Points: 149 # Comments: 26
Tech industry · Hacker News (front page) · 2026-05-12 01:24 UTC
Article URL: https://claude.com/blog/claude-platform-on-aws Comments URL: https://news.ycombinator.com/item?id=48103042 Points: 189 # Comme…
Tech industry · Hacker News (front page) · 2026-05-12 00:37 UTC
Article URL: https://github.com/davmlaw/they_live_adblocker Comments URL: https://news.ycombinator.com/item?id=48102700 Points: 424 # Comme…
Tech industry · Hacker News (front page) · 2026-05-11 21:08 UTC
https://github.com/TanStack/router/issues/7383 Comments URL: https://news.ycombinator.com/item?id=48100706 Points: 954 # Comments: 400
Tech industry · Hacker News (front page) · 2026-05-11 21:04 UTC
Article URL: https://martin.sh/i-let-ai-build-a-tool-to-help-me-figure-out-what-was-waking-me-up-at-night/ Comments URL: https://news.ycomb…
Tech industry · Hacker News (front page) · 2026-05-11 20:53 UTC
Article URL: https://thinkingmachines.ai/blog/interaction-models/ Comments URL: https://news.ycombinator.com/item?id=48100524 Points: 279 #…
Tech industry · Hacker News (front page) · 2026-05-11 20:51 UTC
Article URL: https://about.gitlab.com/blog/gitlab-act-2/ Comments URL: https://news.ycombinator.com/item?id=48100500 Points: 609 # Comments…
Tech industry · Hacker News (front page) · 2026-05-11 20:45 UTC
Article URL: https://medium.com/@NMitchem/if-ai-writes-your-code-why-use-python-bf8c4ba1a055 Comments URL: https://news.ycombinator.com/ite…
Full list — AI tools & model updates (9)
AI tools & model releases · The Decoder (AI) · 2026-05-12 13:16 UTC
Mira Murati's start-up presents its first AI model and aims to free voice AI from the question-and-answer model.
AI tools & model releases · NVIDIA Developer Blog · 2026-05-11 19:44 UTC
The compute capability of large GPU fleets presents unprecedented opportunities to innovate and provide value to customers in record time.
AI tools & model releases · GitHub Releases - langchain-ai/langchain · 2026-05-12 14:46 UTC
Release update (see link for changelog).
AI tools & model releases · Latent Space (LLM/tools) · 2026-05-12 04:33 UTC
well done, Team Thinky.
AI tools & model releases · AWS What's New (Recent Announcements) · 2026-05-11 23:34 UTC
We are pleased to announce general availability of Amazon EC2 P6-B200 instances in AWS US East (N.
AI tools & model releases · AWS What's New (Recent Announcements) · 2026-05-11 20:00 UTC
We are pleased to announce general availability of Amazon EC2 G6e instances in the Middle East (Dubai), Asia Pacific (Tokyo, Seoul) and Eur…
AI tools & model releases · AWS What's New (Recent Announcements) · 2026-05-11 20:00 UTC
We are pleased to announce general availability of Amazon EC2 G6 instances in the Middle East (Dubai) and Asia Pacific (Malaysia) on SageMa…
AI tools & model releases · AWS What's New (Recent Announcements) · 2026-05-11 20:00 UTC
We are pleased to announce general availability of Amazon EC2 P4de instances in Asia Pacific (Tokyo, Singapore) and Europe (Frankfurt) on S…
AI tools & model releases · Simon Willison (LLM/tools) · 2026-05-11 18:48 UTC
TIL: Using LLM in the shebang line of a script Kim_Bruning on Hacker News : But seriously, you can put a shebang on an english text file no…