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ArXiv Machine Learning
cs.lgcs.aics.clresearcharxiv machine learning

arXiv:2605.10971v1 Announce Type: new Abstract: Discrete diffusion language models (DLMs) generate text by iteratively denoising all positions in parallel, offering an alternative to autoregressive models. Controlled generation methods for DLMs, imported from autoregressive models, apply uniform intervention at every denoising steps. We show this uniform schedule degrades quality, and the damage compounds when multiple attributes are steered jointly. To diagnose the failure, we train sparse autoencoders on four DLMs (124M-8B parameters) and find that different attributes commit on distinct schedules, varying in timing, sharpness, and magnitude. For instance, topic commits within the first 2\% of denoising, whereas sentiment emerges gradually over 20\% of the process. Consequently, uniform intervention wastes steering capacity on steps where the target attribute has already solidified or has yet to emerge. We propose a novel adaptive scheduler that concentrates interventions on the steps where an attribute is actively forming and leaves the rest of generation untouched. The cost-control trade-off admits a closed-form characterization: the advantage of adaptive over uniform scheduling is governed by a single dispersion statistic of the commitment distribution. Across four DLMs and seven steering tasks, our method achieves precise control without the degradation typical of uniform interventions. Especially on challenging simultaneous three-attribute control, it reaches up to 93\% steering strength, beating the strongest baseline by up to 15\% points while preserving generation quality.

Techmeme
techtechmemeopenai

Alex Heath / Sources: Sources: Sam Altman recently discussed launching an AI compute company that is majority-owned by OpenAI, similar to Stargate's original data center initiative  —  Sources say Sam Altman has recently discussed starting a new AI compute company.  He'd fundraise for the effort …

Techmeme
techtechmemeragnvidia

CNBC: Nvidia says that Jensen Huang is joining President Trump on his China trip; source: the president asked Huang to join after seeing media coverage of his absence  —  BEIJING — Nvidia CEO Jensen Huang is joining U.S. President Donald Trump's trip to China this week, the chipmaker confirmed to CNBC …

Techmeme
techtechmeme

Lora Kolodny / CNBC: Waymo recalls ~3,800 robotaxis in the US to fix software issues that may cause them to drive onto flooded roads, after some were seen stalled on flooded streets  —  Waymo is recalling about 3,800 robotaxis in the U.S. to fix software issues that could allow them to “drive onto a flooded roadway …

Product Hunt
startupproduct huntagent

BossHogg

By Aaron K. White

Discussion | Link

Techmeme
techtechmemenvidia

Semafor: Sources: Jensen Huang was left out of President Trump's China trip to avoid unwanted scrutiny and awkward conversations about the sale of Nvidia chips to China  —  THE SCOOP  —  The Trump administration left Nvidia's Jensen Huang off the list of CEOs accompanying the president to China …

Techmeme
techtechmeme

Connie Loizos / TechCrunch: The US' Centers for Medicare & Medicaid Services is testing ACCESS, an outcome-based payment model for AI-driven medical care, with 150 tech companies  —  Neil Batlivala has spent seven years building a healthcare company that most of the tech industry has never heard of and that serves …

TechCrunch
aibiotech & healthtckleiner perkinskraft venturesnext venturespair teamtechtechcrunchagent

There is no governmental mechanism to pay for an AI agent that monitors a patient between visits, calls to check in, coordinates a housing referral, or makes sure someone picks up their medication. ACCESS creates that mechanism for the first time.

Techmeme
techtechmeme

Molly Taft / Wired: Internal emails: xAI added 19 gas turbines to Colossus 2 over the past two months; xAI is fighting a lawsuit alleging Clean Air Act violations at the site  —  Emails show that Elon Musk's company is expanding its use of portable gas-fired power at its Colossus 2 site as a fight over air quality continues.

Techmeme
techtechmemerag

Monica Hunter-Hart / Forbes: Havoc, which offers autonomous boats and software to control thousands of vessels at once, raised a $100M Series A led by Cobalt and Boardman Bay  —  Interest in drone boats is surging as the crisis in the Strait of Hormuz drags on.  Havoc, which just closed a $100 million funding round …

OpenAI Blog
securityaiopenai blogopenai

OpenAI details its response to the TanStack “Mini Shai-Hulud” supply chain attack, outlines protections taken to secure systems and signing certificates, and explains why macOS users must update OpenAI apps by June 12, 2026. Learn what happened, what was affected, and how OpenAI is strengthening defenses against evolving software supply chain threats.

Wired AI
sciencescience / environmenttechwired ai

Emails show that Elon Musk’s company is expanding its use of portable gas-fired power at its Colossus 2 site as a fight over air quality continues.

Simon Willison Weblog
aisimon willison weblog

datasette 1.0a29

<p><strong>Release:</strong> <a href="https://github.com/simonw/datasette/releases/tag/1.0a29">datasette 1.0a29</a></p> <blockquote> <ul> <li>New <code>TokenRestrictions.abbreviated(datasette)</code> <a href="https://docs.datasette.io/en/latest/internals.html#tokenrestrictions">utility method</a> for creating <code>"_r"</code> dictionaries. <a href="https://github.com/simonw/datasette/issues/2695">#2695</a></li> <li>Table headers and column options are now visible even if a table contains zero rows. <a href="https://github.com/simonw/datasette/issues/2701">#2701</a></li> <li>Fixed bug with display of column actions dialog on Mobile Safari. <a href="https://github.com/simonw/datasette/issues/2708">#2708</a></li> <li>Fixed bug where tests could crash with a segfault due to a race condition between <code>Datasette.close()</code> and <code>Database.close()</code>. <a href="https://github.com/simonw/datasette/issues/2709">#2709</a></li> </ul> </blockquote> <p>That segfault bug was <em>gnarly</em>. I added a mechanism to Datasette recently that would automatically close connections at the end of each test, but it turned out that introduced a race condition where an in-flight query could sometimes be executing in a thread against a connection while it was being closed. I ended up solving that by having Codex CLI (with GPT-5.5 xhigh) create <a href="https://github.com/simonw/datasette/issues/2709#issuecomment-4435604727">a minimal Dockerfile</a> that recreated the bug.</p> <p>Tags: <a href="https://simonwillison.net/tags/projects">projects</a>, <a href="https://simonwillison.net/tags/datasette">datasette</a></p>

Simon Willison Weblog
aisimon willison weblog

Quoting Mo Bitar

<blockquote cite="https://www.tiktok.com/@atmoio/video/7638649825382190350"><p>Now, if your CEO has never heard the phrase Ralph Loop, oh man, you are less than 30 days away from your next promotion. I'm not even exaggerating. Walk into his office, close the door, and say, hey chief, been experimenting with something. It's called Ralph Loops. And I think it could change literally everything. And he's gonna say, what's a Ralph loop? And you will say, give me $18,000 worth of API credits and I'll show you. Now you won't actually do anything, because you can't do anything. Because nobody can, because nobody knows what they're doing. But by the time he figures that out, you'll have a new title, and equity bump. [...]</p> <p>Talk about automation constantly. Nothing arouses the slumbering capitalists than the mention of automation. Drop names too, bro. Like talk about specific team members you can automate out of existence. Be like, yo, I automated Gary, bro. Tag Gary in the message. Tag him in Slack in a very public channel. Be like, yo, I just automated @Gary. His function has been Ralph Looped. And tag your CEO in the same message. You think you're getting laid off after that?</p></blockquote> <p class="cite">&mdash; <a href="https://www.tiktok.com/@atmoio/video/7638649825382190350">Mo Bitar</a>, The Unethical Guide to Surviving AI Layoffs, TikTok</p> <p>Tags: <a href="https://simonwillison.net/tags/ai-ethics">ai-ethics</a>, <a href="https://simonwillison.net/tags/tiktok">tiktok</a>, <a href="https://simonwillison.net/tags/careers">careers</a>, <a href="https://simonwillison.net/tags/ai">ai</a></p>

Business Insider
newsbusiness insideropenaichatgpt

OpenAI CEO Sam Altman. Josh Edelson / AFP via Getty Images Sam Altman said he owns about a third of Helion Energy, a nuclear fusion power startup. An exhibit in his trial against Elon Musk gave unusual clarity to his finances. Altman is a billionaire, but not from shares in OpenAI. Sam Altman on Tuesday said his investment in nuclear energy startup Helion, which is deep in talks on a power purchasing agreement with OpenAI, has climbed to over $1.6 billion in value. That's up from the $375 million he invested in the company in November 2021, leading its Series E round. While testifying at the trial over OpenAI's for-profit ambitions, Altman was presented with a document he'd signed on April 24. The exhibit gave an unusually clear picture of Altman's financial standing, showing the value of his holdings in a slate of buzzy startups. Altman confirmed on the witness stand that he had a stake in Helion worth more than $1.6 billion as of the end of 2025. He said his first investment in the nuclear startup was in 2015, and that he's participated in multiple funding rounds since. He estimated that he owns around a third of the company, and said he also owns warrants to purchase more shares. The exhibit also showed multimillion-dollar stakes in other tech companies. It said Altman owns $632 million of Stripe, the valuable fintech startup, and a $258 million stake in the antiaging research firm Retro Biosciences. It also listed smaller stakes, including $19 million in Trialspark, a pharmaceutical company that's rebranded to the name Formation Bio, and $3 million in Cerebras, an AI chipmaker currently preparing its IPO. Altman's investments have come into focus at the trial, where Elon Musk is seeking to prove that Altman and other founders have taken to "looting" the charity, which Musk helped start in 2015, by joining forces with Microsoft to make money from ChatGPT. Former OpenAI board member Shivon Zilis testified that she was on the board when she first heard about a potential OpenAI deal with Helion. She said she was concerned about the pitch because both Altman and Greg Brockman were investors. It "felt super out of left field," she said. "How is it the case that we want to place a major bet on a speculative technology?" On Tuesday, Musk attorney Steven Molo grilled Altman about a planned power deal between Helion and OpenAI, and whether Altman was playing both sides of the agreement. Altman said that he spoke with people at OpenAI about the deal, but that he recused himself on both sides: "I didn't sign it, I think OpenAI signed it." "Do you think recusal means only that you didn't sign it?" Molo said. "No, I think recusal means the decision to proceed, and the final approval of terms," Altman replied. He stepped down as Helion's board chair in March 2026. Molo jumped next to Altman's ties to Reddit, where he once briefly served as interim CEO; he also built up a sizable stake directly and in venture funds. After establishing that Altman controlled somewhere in the ballpark of $300 million in Reddit shares around its March 2024 IPO, Molo pointed to a major content licensing deal that Reddit and OpenAI announced a couple of months later. "You had an obvious conflict in regard to that deal, right?" Molo asked. "Yes," Altman said. He explained that he went through a recusal process with his company, and Molo's train of questions was cut off by the judge's call for recess. Read the original article on Business Insider

Simon Willison Weblog
aisimon willison weblog

<blockquote cite="https://lobste.rs/s/oznirn/redis_cost_ambition#c_dzrja0"><p>The thing about 90% of TDMs [Technical Decision Makers] is that they're motivated primarily by NOT GETTING FIRED. These aren't people who browser Lobsters or push to GH on the weekend. These are people that work 9 to 5, get paid, go home, and NEVER THINK ABOUT WORK AGAIN. So to achieve all that, they follow secular trends supported by analysts and broad public sentiment. Oh, Gartner said that "AI strategy" is most important? McKinsey said "context" needs to be managed? Well, "Context Engine for AI Apps" is going to be defensible. Buy it.</p></blockquote> <p class="cite">&mdash; <a href="https://lobste.rs/s/oznirn/redis_cost_ambition#c_dzrja0">Mitchell Hashimoto</a>, in a conversation about the design of the <a href="https://redis.io/">Redis homepage</a></p> <p>Tags: <a href="https://simonwillison.net/tags/marketing">marketing</a>, <a href="https://simonwillison.net/tags/mitchell-hashimoto">mitchell-hashimoto</a>, <a href="https://simonwillison.net/tags/redis">redis</a></p>

Business Insider
newsbusiness insiderpolicy

Jimmy Kimmel made a joke about Melania Trump before the White House Correspondents' Dinner. It angered the president. Randy Holmes/Disney via Getty Images ABC's Jimmy Kimmel made light of his beef with the president during Disney's presentation to advertisers. "Usually in order for ABC to pull you off the air, you have to throw a chair at your Mormon boyfriend," Kimmel joked. Trump has called for Kimmel to be fired. Jimmy Kimmel has a sense of humor about his beef with President Donald Trump. The ABC late-night host joked at Disney's annual advertising presentation on Tuesday that his show's ratings are up this year — "largely thanks to our partners in Washington." Kimmel entered to cheers and said at the top of his roughly 10-minute monologue: "I didn't think I'd ever see you guys again either. But the bad boy of data and measurement solutions is back." Kimmel had his show temporarily suspended last fall amid a political firestorm following a joke he made about the killer of late political activist Charlie Kirk. "Usually in order for ABC to pull you off the air, you have to throw a chair at your Mormon boyfriend," Kimmel joked at the Disney Upfront presentation. It was a reference to the controversy around Taylor Frankie Paul, the "Secret Lives of Mormon Wives" star who was set to host the now-shelved season of "The Bachelorette." "Yes, the president has tried to get me twice over the last six months — that's one way to look at it," Kimmel joked. "You could also say I've generated unparalleled engagement across a variety of platforms." Kimmel made political waves again in late April for saying first lady Melania Trump "had a glow like an expectant widow," days before a gunman entered the hotel hosting the White House Correspondents' Dinner that Trump attended. That led Trump to say on social media that Kimmel should be "immediately fired" from ABC. A day later, the FCC said it was investigating Disney's broadcast networks for their DEI practices. The agency ordered an early renewal review for the company's broadcast licenses, a rare occurrence. "Hiring me 24 years ago, just from a purely mathematical standpoint, was the worst personnel decision the Disney corporation has ever made," Kimmel said on Tuesday. The FCC has also investigated whether ABC's daytime talk show "The View" violated so-called equal-time rules by bringing on Democrats, such as Texas lawmaker James Talarico. In response, Disney has pushed back against the FCC, saying that the agency's actions "threaten to upend decades of settled law and practice and chill critical protected speech." Business Insider's Peter Kafka wrote that this gentle but firm resistance under new Disney CEO Josh D'Amaro is a marked difference from the more conciliatory approach to Trump that former CEO Bob Iger took. Kimmel also hasn't backed down, though he said on his late-night show that he's been "very vocal" about opposing gun violence. During NBC's presentation to advertisers on Monday, late-night host Seth Meyers poked fun at Paramount-owned CBS for being "in the pocket for Trump." Disney and ABC were spared from such barbs. Near the end of his monologue, Kimmel joked: "That's it for me — probably forever." Read the original article on Business Insider