Apple's effort to reinvent the iPad by adding a giant foldable screen has hit development hurdles, potentially delaying the planned launch. Bloomberg: The company has been working on the device -- projected to cost around $3,000 -- for several years and had most recently aimed for a 2028 release. But engineering challenges tied to weight, features and display technology have pushed its potential debut to 2029 or later, according to people familiar with the matter.

Apple is working with Samsung Display Co. to develop the roughly 18-inch panel for the device, said the people, who asked not to be identified because the work isn't public. The screen minimizes the crease seen on foldable displays, matching an approach that Apple is also using with its upcoming foldable iPhone. The iPad project is part of a broader push to bring more innovative devices to market. Apple just introduced its first new iPhone design in years -- the ultrathin $999 Air model -- and is working on everything from smart glasses to a tabletop robot device.

An anonymous reader quotes a report from Ars Technica: Anthropic has added web and mobile interfaces for Claude Code, its immensely popular command-line interface (CLI) agentic AI coding tool. The web interface appears to be well-baked at launch, but the mobile version is limited to iOS and is in an earlier stage of development. The web version of Claude Code can be given access to a GitHub repository. Once that's done, developers can give it general marching orders like "add real-time inventory tracking to the dashboard."

As with the CLI version, it gets to work, with updates along the way approximating where it's at and what it's doing. The web interface supports the recently implemented Claude Code capability to take suggestions or requested changes while it's in the middle of working on a task. (Previously, if you saw it doing something wrong or missing something, you often had to cancel and start over.) Developers can run multiple sessions at once and switch between them as needed; they're listed in a left-side panel in the interface.

Alongside this web and mobile rollout, Anthropic has also introduced a new sandboxing runtime to Claude Code that, along with other things, aims to make the experience both more secure and lower friction. In the past, Claude Code worked by asking permission before making most changes and steps along the way. Now, it can instead be given permissions for specific file system folders and network servers. That means fewer approval steps, but it's also more secure overall against prompt injection and other risks. You can learn more about "Claude Code on the web" through the company's blog and official YouTube channel.

Note: the new features are available in beta as a research preview, and they are available to Claude users with Pro or Max subscriptions.

Google plans to let Pixel smartphone enthusiasts test out the company's next handset ahead of its public introduction. From a report: Google has invited members of its "Superfans" group to apply to test future Pixel hardware, asking entrants to profess their knowledge and passion for the brand in hopes of being able to beta test forthcoming products.

Consumer tech companies often let small groups of customers try out unreleased products under strict secrecy to gather feedback during development. But it's incredibly rare for a company of Google's size to do it with something as high-profile as the Pixel lineup.

The search giant will select 15 people from the pool of entrants, and winners must all sign a non-disclosure agreement to receive devices, according to official rules for the contest reviewed by Bloomberg News. "The Trusted Tester program is an opportunity to provide feedback and help shape a Pixel phone currently in development," the document reads.

India will need as much as $21 trillion to achieve its climate goals and lift its population out of poverty, according to a draft government plan seen by Bloomberg. From the report: The estimate offers a first glimpse of how the country intends to live up to its target of net zero emissions by 2070. The updated scenario implies hitting peak emissions in 2045, which is a decade earlier than the current trajectory.

India is already being severely battered by the fallout of climate change, as deadly floods and heat waves become more destructive each year. But the need to mitigate the emissions that feed climate change has historically been at odds with India's priorities of economic growth and energy security, with the latter still mostly provided through coal. The new plan shows India will seek to achieve climate and economic development goals simultaneously, with low-carbon options envisaged for much of its yet-to-be-built residential and industrial infrastructure.

Microsoft said in a blog post this week that "over half of cyberattacks with known motives were driven by extortion or ransomware... while attacks focused solely on espionage made up just 4%."

And Microsoft's annual digital threats report found operations expanding even more through AI, with cybercriminals "accelerating malware development and creating more realistic synthetic content, enhancing the efficiency of activities such as phishing and ransomware attacks." [L]egacy security measures are no longer enough; we need modern defenses leveraging AI and strong collaboration across industries and governments to keep pace with the threat...

Over the past year, both attackers and defenders harnessed the power of generative AI. Threat actors are using AI to boost their attacks by automating phishing, scaling social engineering, creating synthetic media, finding vulnerabilities faster, and creating malware that can adapt itself... For defenders, AI is also proving to be a valuable tool. Microsoft, for example, uses AI to spot threats, close detection gaps, catch phishing attempts, and protect vulnerable users. As both the risks and opportunities of AI rapidly evolve, organizations must prioritize securing their AI tools and training their teams...

Amid the growing sophistication of cyber threats, one statistic stands out: more than 97% of identity attacks are password attacks. In the first half of 2025 alone, identity-based attacks surged by 32%. That means the vast majority of malicious sign-in attempts an organization might receive are via large-scale password guessing attempts. Attackers get usernames and passwords ("credentials") for these bulk attacks largely from credential leaks. However, credential leaks aren't the only place where attackers can obtain credentials. This year, we saw a surge in the use of infostealer malware by cybercriminals...

Luckily, the solution to identity compromise is simple. The implementation of phishing-resistant multifactor authentication (MFA) can stop over 99% of this type of attack even if the attacker has the correct username and password combination.
"Security is not only a technical challenge but a governance imperative..." Microsoft adds in their blog post. "Governments must build frameworks that signal credible and proportionate consequences for malicious activity that violates international rules." (The report also found that America is the #1 most-targeted country — and that many U.S. companies have outdated cyber defenses.)

But while "most of the immediate attacks organizations face today come from opportunistic criminals looking to make a profit," Microsoft writes that nation-state threats "remain a serious and persistent threat." More details from the Associated Press: Russia, China, Iran and North Korea have sharply increased their use of artificial intelligence to deceive people online and mount cyberattacks against the United States, according to new research from Microsoft. This July, the company identified more than 200 instances of foreign adversaries using AI to create fake content online, more than double the number from July 2024 and more than ten times the number seen in 2023.
Examples of foreign espionage cited by the article:

• China is continuing its broad push across industries to conduct espionage and steal sensitive data...

• Iran is going after a wider range of targets than ever before, from the Middle East to North America, as part of broadening espionage operations..

• "[O]utside of Ukraine, the top ten countries most affected by Russian cyber activity all belong to the North Atlantic Treaty Organization (NATO) — a 25% increase compared to last year."

• North Korea remains focused on revenue generation and espionage...

There was one especially worrying finding. The report found that critical public services are often targeted, partly because their tight budgets limit their incident response capabilities, "often resulting in outdated software.... Ransomware actors in particular focus on these critical sectors because of the targets' limited options. For example, a hospital must quickly resolve its encrypted systems, or patients could die, potentially leaving no other recourse but to pay."

It's the world's largest network of environmental groups, according to NBC News, with more than 1,400 members from roughly 160 countries. It meets once every four years.

And in a vote Tuesday, the International Union for Conservation of Nature "approved further exploration of the use of genetic engineering tools to aid in the preservation of animal species and other living organisms." Researchers are already pursuing projects that involve changing some species' DNA. Scientists are genetically modifying mosquitoes to reduce transmission of diseases like malaria, for example, and synthesizing horseshoe crab blood, which is used in drug development. Controversial efforts to "de-extinct" archaic creatures — such as the so-called "dire wolf" that a biosciences company announced it had revived this spring — fall under the umbrella, as well. So do possibilities like modifying organisms to help them adapt to a warming world, which are on the table but further off in development.... The decision is applicable to work on a range of organisms, including animals, plants, yeasts and bacteria....

The notion of introducing genetic engineering into wild ecosystems would have been considered a nonstarter in most conservation circles a decade ago, according to Jessica Owley [a professor and environment law program director at the University of Miami]. But the intensifying effects of climate change and other stressors to biodiversity are bolstering arguments in favor of human intervention that could make endangered species resistant to those threats... The IUCN vote, she added, reflects a feeling of desperation among conservationists and governments, as existing regulations and conservation efforts fall short and species continue to disappear worldwide.
"A separate measure, a proposed moratorium on releasing genetically modified organisms into the environment, failed by a single vote..."

In two separate reports, Apple and Samsung are said to report underwhelming sales of their new ultra-thin smartphones. According to The Elec, Apple plans to cut production of the iPhone Air while Samsung has canceled its planned Galaxy S26 Edge smartphone after disappointing sales of the Galaxy S25 Edge, Korea's NewsPim claims. MacRumors reports: Samsung apparently halted work on the Galaxy S26 Edge this week, informing employees internally that the product line would be discontinued. Internal discussions in September shifted priorities toward the more conventional "Plus" form factor after confirming that consumer demand for ultra-slim flagships was weaker than expected. [...]

Samsung will apparently instead add a Galaxy S26 Plus model to its 2026 lineup, reverting to the company's traditional three-tier structure of base, Plus, and Ultra variants. Despite the cancellation, development of the Galaxy S26 Edge was already complete. Development of the S26 Plus is expected to begin before the end of the third quarter of 2025. The atmosphere inside the company is said to be "chaotic" and "embarrassed" following the sudden lineup revision. Samsung reportedly plans to sell through existing inventory of the Galaxy S25 Edge and cease further production once stock is depleted. As for Apple's iPhone Air, here's what MacRumors is reporting: The Japanese investment banking and securities firm claims that the iPhone 17 Pro and iPhone 17 Pro Max are seeing higher sales than their predecessors during the same period last year, while the standard iPhone 17 is a major success, performing significantly better than the iPhone 16.

The iPhone Air is apparently the outlier; Apple plans to reduce production by one million units this year. Meanwhile, Apple plans to increase production of all other models by two million units. The overall production forecast of the iPhone 17 series this year has also been increased from 88 million units to 94 million units for the start of 2026.

An anonymous reader quotes a report from Ars Technica: If you've even idly checked in on the robust world of Doom fan development in recent years, you've probably encountered one of the hundreds of gameplay mods, WAD files, or entire commercial games based on GZDoom. The open source Doom port -- which can trace its lineage back to the original launch of ZDoom back in 1998 -- adds modern graphics rendering, quality-of-life additions, and incredibly deep modding features to the original Doom source code that John Carmack released in 1997. Now, though, the community behind GZDoom is publicly fracturing, with a large contingent of developers uniting behind a new fork called UZDoom. The move is in apparent protest of the leadership of GZDoom creator and maintainer Cristoph Oelckers (aka Graf Zahl), who recently admitted to inserting untested AI-generated code into the GZDoom codebase.

"Due to some disagreements -- some recent; some tolerated for close to 2 decades -- with how collaboration should work, we've decided that the best course of action was to fork the project," developer Nash Muhandes wrote on the DoomWorld forums Wednesday. "I don't want to see the GZDoom legacy die, as do most all of us, hence why I think the best thing to do is to continue development through a fork, while introducing a different development model that highly favors transparent collaboration between multiple people." [...] Zahl defended the use of AI-generated snippets for "boilerplate code" that isn't key to underlying game features. "I surely have my reservations about using AI for project specific code," he wrote, "but this here is just superficial checks of system configuration settings that can be found on various websites -- just with 10x the effort required."

But others in the community were adamant that there's no place for AI tools in the workflow of an open source project like this. "If using code slop generated from ChatGPT or any other GenAI/AI chatbots is the future of this project, I'm sorry to say but I'm out," GitHub user Cacodemon345 wrote, summarizing the feelings of many other developers. In a GitHub bug report posted Tuesday, user the-phinet laid out the disagreements over AI-generated code alongside other alleged issues with Zahl's top-down approach to pushing out GZDoom updates.

China now generates well over twice as much electricity as the United States. The country's economy has become substantially larger than America's in real terms, measured at purchasing power parity, economist Paul Krugman wrote this week. The Trump administration has moved aggressively against renewable energy development. It rolled back Biden's tax incentives for renewables through the One Big Beautiful Bill. The administration is attempting to stop a nearly completed offshore wind farm that could power hundreds of thousands of homes. It canceled $7 billion in grants for residential solar panels. A solar energy project that would have powered almost 2 million homes was killed. The administration canceled $8 billion in clean energy grants, mostly in Democratic states, and is reportedly planning to cancel tens of billions more. Energy Secretary Chris Wright said solar power is unreliable because "you have to have power when the sun goes behind a cloud and when the sun sets, which it does almost every night."

California has already integrated substantial solar power into its grid through battery storage technology. Republican support for higher education has collapsed over the past decade, according to polling data. The administration has also targeted vaccines and research in multiple areas. Krugman argues that by 2028 America will have fallen so far behind China that it is unlikely to catch up.

Mozilla is testing a free, built-in VPN for Firefox that routes traffic through Mozilla-managed servers directly in the browser. The Register reports: According to a staff post on Mozilla Connect, the company's idea-sharing platform, Firefox VPN is still an experimental feature in the early stages of development, but users will be selected at random to test it "over the next few months." Moz describes the feature as one that will sit beside the search bar on Firefox, routing web traffic through a Mozilla-managed VPN server, concealing the user's real IP address while adding a layer of encryption to their communications. Firefox VPN is a different project entirely from Mozilla VPN, a separate, paid-for product. The Firefox version will be free to use and confined to the browser itself, while Mozilla VPN can be used by up to five devices at a time.

The Moz staffer on the product team who announced the feature said of the upcoming beta test: "We'll start simple, then gradually add new capabilities while learning how it impacts browsing, usage, and overall satisfaction. "Our long-term vision is ambitious: to build the best VPN-integrated browser on the market." In response to feedback, the staffer noted that while it will be a desktop browser feature first, "mobile is definitely a natural next step."

An anonymous reader quotes a report from BleepingComputer: U.S. cybersecurity company F5 disclosed that nation-state hackers breached its systems and stole undisclosed BIG-IP security vulnerabilities and source code. The company states that it first became aware of the breach on August 9, 2025, with its investigations revealing that the attackers had gained long-term access to its system, including the company's BIG-IP product development environment and engineering knowledge management platform.

F5 is a Fortune 500 tech giant specializing in cybersecurity, cloud management, and application delivery networking (ADN) applications. The company has 23,000 customers in 170 countries, and 48 of the Fortune 50 entities use its products. BIG-IP is the firm's flagship product used for application delivery and traffic management by many large enterprises worldwide. [...]

F5 is still reviewing which customers had their configuration or implementation details stolen and will contact them with guidance. To help customers secure their F5 environments against risks stemming from the breach, the company released updates for BIG-IP, F5OS, BIG-IP Next for Kubernetes, BIG-IQ, and APM clients. Despite any evidence "of undisclosed critical or remote code execution vulnerabilities," the company urges customers to prioritize installing the new BIG-IP software updates.

An anonymous reader shares a report: After acquiring GitHub in 2018, Microsoft mostly let the developer platform run autonomously. But in recent months, that's changed. With GitHub CEO Thomas Dohmke leaving the company this August, and GitHub being folded more deeply into Microsoft's organizational structure, GitHub lost that independence. Now, according to internal GitHub documents The New Stack has seen, the next step of this deeper integration into the Microsoft structure is moving all of GitHub's infrastructure to Azure, even at the cost of delaying work on new features.

[...] While GitHub had previously started work on migrating parts of its service to Azure, our understanding is that these migrations have been halting and sometimes failed. There are some projects, like its data residency initiative (internally referred to as Project Proxima) that will allow GitHub's enterprise users to store all of their code in Europe, that already solely use Azure's local cloud regions.

Engineer Denis Stetskov, writing in a blog: The Apple Calculator leaked 32GB of RAM. Not used. Not allocated. Leaked. A basic calculator app is hemorrhaging more memory than most computers had a decade ago. Twenty years ago, this would have triggered emergency patches and post-mortems. Today, it's just another bug report in the queue. We've normalized software catastrophes to the point where a Calculator leaking 32GB of RAM barely makes the news. This isn't about AI. The quality crisis started years before ChatGPT existed. AI just weaponized existing incompetence.

[...] Here's what engineering leaders don't want to acknowledge: software has physical constraints, and we're hitting all of them simultaneously. Modern software is built on towers of abstractions, each one making development "easier" while adding overhead: Today's real chain: React > Electron > Chromium > Docker > Kubernetes > VM > managed DB > API gateways. Each layer adds "only 20-30%." Compound a handful and you're at 2-6x overhead for the same behavior. That's how a Calculator ends up leaking 32GB. Not because someone wanted it to -- but because nobody noticed the cumulative cost until users started complaining.

[...] We're living through the greatest software quality crisis in computing history. A Calculator leaks 32GB of RAM. AI assistants delete production databases. Companies spend $364 billion to avoid fixing fundamental problems. This isn't sustainable. Physics doesn't negotiate. Energy is finite. Hardware has limits. The companies that survive won't be those who can outspend the crisis. There'll be those who remember how to engineer.

NASA's Jet Propulsion Laboratory is laying off around 550 employees, or roughly 11% of its workforce, as part of an effort to "restructure and establish an appropriate size to ensure future success." According to JPL Director Dave Gallagher, the job cuts "are not related to the current government shutdown." CNBC reports: JPL is a research and development lab funded by NASA -- the federal space agency -- and managed by the California Institute of Technology. "While not easy, I believe that taking these actions now will help the Lab transform at the scale and pace necessary to help achieve humanity's boldest ambitions in space," Gallagher wrote in a separate mekor to JPL employees and contractors. Gallagher, in the public announcement, noted that the reorganization of JPL began in July, and "over the past few months, we have communicated openly with employees about the challenges and hard choices ahead."

"This week's action, while not easy, is essential to securing JPL's future by creating a leaner infrastructure, focusing on our core technical capabilities, maintaining fiscal discipline, and positioning us to compete in the evolving space ecosystem -- all while continuing to deliver on our vital work for NASA and the nation," Gallagher wrote. Gallagher said that JPL employees will be notified of their status on Tuesday, and the "new Lab structure ... will become effective Wednesday."

BrianFagioli writes: TP-Link has officially achieved the first successful Wi-Fi 8 connection using a prototype device built through an industry collaboration. The company confirmed that both the beacon and data throughput worked, marking a real-world validation of next-generation wireless tech. It's an early glimpse of what the next leap in speed and reliability could look like, even as the Wi-Fi 8 standard itself remains under development. The Verge adds: Like its predecessor, Wi-Fi 8 will utilize 2.4GHz, 5GHz, and 6GHz bands with a theoretical maximum channel bandwidth of 320MHz and peak data rate of 23Gbps, but aims to improve real-world performance and connection reliability. The goal is to provide better performance in environments with low signal, or under high network loads, where an increasing number of devices are sharing the same connection.

OpenAI and Broadcom are working together to develop and deploy 10 gigawatts of custom AI chips and computing systems over the next four years, a high-profile partnership aimed at satisfying some of the startup's immense computing needs. From a report: OpenAI plans to design its own graphics processing units, or GPUs, which will allow it to integrate what it has learned from developing powerful artificial-intelligence models into the hardware that underpins future systems. As part of the agreement announced Monday, the chips will be co-developed by OpenAI and Broadcom and deployed by the chip company starting in the second half of next year. The new agreement will be worth multiple billions of dollars, people familiar with the matter said.

Broadcom specializes in designing custom AI chips that are specifically tailored to certain artificial-intelligence applications. It began working with OpenAI on creating a custom chip 18 months ago, and the companies broadened their partnership to include work on related components, including server racks and networking equipment.

It's the largest nuclear power plant in Europe. But "Ukraine's foreign minister accused Russia on Sunday of deliberately severing the external power line to the Russian-held Zaporizhzhia nuclear power station," reports Reuters, "in order to link the plant to Moscow's power grid." Ukrainian Foreign Minister Andrii Sybiha said Moscow was attempting to test a reconnection to Russia's grid. Ukraine has long feared that Moscow would try to redirect the plant's output to its grid. But Russian officials have denied any intention of trying to restart the plant, seized by Moscow's forces in the early weeks of the February 2022 invasion of Ukraine.

The plant produces no electricity at the moment, but has been without an external electricity source for nearly three weeks. Officials have relied on emergency diesel generators to secure the power needed to keep the fuel cool inside the facility and guard against a meltdown. "Russia intentionally broke the plant's connection with the Ukrainian grid in order to forcefully test reconnection with the Russian grid," Sybiha wrote on X in English. He denounced the "attempted theft of a peaceful Ukrainian nuclear facility".... Each side has accused the other of shelling that caused the line outage.
Russia's continued occupation of the Zaporizhzhia nuclear power plant deprived Ukraine of a quarter of its generating capacity, according to a report from the Brookings Institute — calling Ukraine's energy sector "a key battleground" in the war. The Russian invasion began on the very day that Ukraine launched its so-called island test. This involved completely isolating the Ukrainian and Moldovan power systems from their neighbors to check whether the system was stable. This is a mandatory procedure prior to synchronization with the European grid... Despite this, Ukraine managed not only to militarily defend itself but also to maintain grid stability in wartime conditions and implement all the solutions necessary for an unprecedented synchronization on March 16, 2022.
In 2022 a former commissioner of the U.S. Nuclear Regulatory Commission (from 1998 to 2007) even argued in the Wall Street Journal that "An unappreciated motive for Russia's invasion of Ukraine is that Kyiv was positioning itself to break from its longtime Russian nuclear suppliers..." At the time of the invasion, Westinghouse supplied fuel to six of the 15 [Ukrainian] nuclear reactors and could displace the Russians in all of them. The U.S. government had been highly supportive of this effort, and these fuel contracts represented hundreds of millions of dollars in yearly lost sales to Atomstroyexport [a nuclear exporter that's a subsidiary of Russian state corporation Rosatom]. By seizing the nuclear plants, Russia is able to retake the market for Ukrainian nuclear fuel.

Most important, Westinghouse, with support from the U.S., was in a position to build nuclear reactors in Ukraine over the next two decades. On Aug. 31, 2021, Energy Secretary Jennifer Granholm and her Ukrainian counterpart, Herman Halushchenko, signed a strategic cooperation agreement to build five nuclear units with a value, according to the World Nuclear Association, of more than $30 billion. The timing is telling. In November 2021, Ukraine's leaders signed a deal with Westinghouse to start construction on what they hoped would be at least five nuclear units — the first tranche of a program that could more than double the number of plants in the country, with a potential total value approaching $100 billion. Ukraine clearly intended that Russia receive none of that business.
Brookings looks at how Ukraine's energy sector has fared during the war: The Ukrainian energy sector was designed to be oversized with significant redundancy in order to meet huge Soviet-era industrial demand as well as to make it more resilient to a future world war... A radical change did not occur until 2014, when Ukrainians overthrew the pro-Russian president, Viktor Yanukovych. In the decade since then, Ukraine has pursued a policy of European Union (EU) integration with determination and without interruption... The real prospect of an improvement in the quality of life and development of Ukraine through integration with the EU and NATO was unacceptable to Russia, which first annexed Crimea and covertly attacked the Ukrainian Donbas, before launching a full-scale invasion of Ukraine on February 24, 2022. Russia's in-depth knowledge of the Ukrainian power system, dating back to the Soviet Union, was used to carry out a well-planned operation to cut off electricity to Ukrainians.

The aim was to break the morale of Ukrainians to continue defending themselves and to collapse the economy so that it could not support the Ukrainian military effort. Ironically, however, the size of the energy system, which had been scaled up in case of war, and the enormous Western support, unexpectedly ensured its resilience to Russian attacks.
Although they note that "During the first two years of the war, Russia fired nearly 2,000 missiles and drones at Ukrainian energy infrastructure... "

And this week in Ukraine, damage to substations, power plants and oil depot temporarily cut off electricity for hundreds of thousands of Ukrainian homes and businesses, reports the UN. "As colder weather sets in, strikes on critical infrastructure are deepening humanitarian needs," warned a UN spokesperson on Thursday...

"I'm here to say we have to give these AI bubble predictions a rest," says Yahoo Finance executive editor Brian Sozzi. First of all, AI is a real technology being deployed in real ways inside of Corporate America. Second, this technology is requiring more physical assets in the ground — which are being built to support AI's real-world application. What Zach Dell (son of Michael Dell) is working on at startup Base Power (which just raised $1 billion) impressed me this week. It's addressing a key issue — power availability and costs in part because of rising stress on the grid due to AI development.

Next, the spending on AI infrastructure doesn't strike me as reckless. I talk to CFOs and they walk me through their thinking, which seems logical. They aren't foaming at the mouth with wild-eyed predictions of grandeur similar to the late '90s. Plus, the tech giants making the biggest AI investments are fueling their ambitions by cash on hand — not loading up balance sheets with debt. The upstarts in AI are well funded, not being 100% stupid in their organizational build-outs. They're working on tangible technology that has actual orders behind it...

Lastly here in my scolding of the AI worrywarts is that valuations don't support the warning calls. According to new research out of Goldman Sachs this week, the median forward P/E ratio across the Magnificent Seven is 27 times, or 26 times if excluding Tesla (TSLA), which has a much higher multiple than the other companies. This is roughly half the equivalent valuation of the biggest seven companies in the late 1990s, while the dominant companies in Japan (mostly banks) traded at higher valuations still. What's more, the current enterprise-to-sales ratios are also much lower than those of the dominant companies in the late 1990s.

"So it is true that valuations are high but, in our view, generally not at levels that are as high as are typically seen at the height of a financial bubble," said Goldman Sachs strategist Peter Oppenheimer.

Cryptologist/CS professor Daniel J. Bernstein is alleging that America's National Security Agency is attempting to influence NIST post-quantum cryptography standards.

Bernstein first emphasizes that it's normal for post-quantum cryptography (or "PQ") to be part of "hybrid" security that also includes traditional pre-quantum cryptography. (Bernstein says this is important because since 2016, "We've seen many breaks of post-quantum proposals...")

"The problem in a nutshell. Surveillance agency NSA and its [UK counterpart] GCHQ are trying to have standards-development organizations endorse weakening [pre-quantum] ECC+PQ down to just PQ." Part of this is that NSA and GCHQ have been endlessly repeating arguments that this weakening is a good thing... I'm instead looking at how easy it is for NSA to simply spend money to corrupt the standardization process.... The massive U.S. military budget now publicly requires cryptographic "components" to have NSA approval... In June 2024, NSA's William Layton wrote that "we do not anticipate supporting hybrid in national security systems"...

[Later a Cisco employee wrote of selling non-hybrid cryptography to a significant customer, "that's what they're willing to buy. Hence, Cisco will implement it".]

What do you do with your control over the U.S. military budget? That's another opportunity to "shape the worldwide commercial cryptography marketplace". You can tell people that you won't authorize purchasing double encryption. You can even follow through on having the military publicly purchase single encryption. Meanwhile you quietly spend a negligible amount of money on an independent encryption layer to protect the data that you care about, so you're actually using double encryption.
This seems to be a speculative scenario. But Bernstein is also concerned about how the Internet Engineering Task Force handled two drafts specifying post-quantum encryption mechanisms for TLS ("the security layer inside HTTPS and inside various other protocols"). For a draft suggesting "non-hybrid" encryption, there were 20 statements of support (plus 2 more only conditionally supporting it), but 7 more statements unequivocally opposing adoption, including one from Bernstein. The IETF has at times said they aim for "rough consensus" — or for "broad consensus" — but Bernstein insists 7 opposers in a field of 29 (24.13%) can't be said to match the legal definition of consensus (which is "general agreement"). "I've filed a formal complaint regarding the claim of consensus to adopt."

He's also written a second blog post analyzing the IETF's decision-making process in detail. "It's already bad that the IETF TLS working group adopted non-hybrid post-quantum encryption without official answers to the objections that were raised. It's much worse if the objections can't be raised in the first place."

Thanks to alanw (Slashdot reader #1,822) for spotting the blog posts.

A demo of educational AI-powered tools by a Microsoft product manager (in March of 2024) showed "how AI has the possibility to transform various job sectors and the education system," according to one report.

But that demo "includes a segment on Copilot in Excel that is likely to resonate with AI-wary software developers," writes long-time Slashdot theodp: The Copilot in Excel segment purports to show how even teachers who were too "afraid of" or "intimidated" to use Excel in the past can now just use natural language prompts to conduct Excel analysis. But Copilot advises the teacher there are no 'outliers' in the exam scores for their 17 students, whose test scores range from 27%-100%. (This is apparently due to Copilot's choice of an inappropriate outlier detection method for this size population and score range). Fittingly, the student whose 27% score is confidently-but-incorrectly deemed to be of no concern by Copilot is named after Michael Scott, the largely incompetent and unprofessional boss of The Office. (Microsoft also named the other exam takers after characters from The Office).

The additional Copilot student score "analysis" touted by Microsoft in the demo is also less than impressive. It includes: 1. A vertical bar chart that fails to convey the test score distribution that a histogram would have (a rookie chart choice mistake), 2. A horizontal bar chart of student scores that only displays every other student's name and shows no score values (a rookie formatting error)... So, will teachers — like programmers — be spending a significant amount of time in the future reviewing, editing, and refining the outputs of their AI agent helpers?
"Not only does it illustrate how the realities of AI assistants sometimes fall maddeningly short of the promises," argues the original submission. "The demo also shows how AI vendors and customers alike sometimes forget to review promotional AI content closely in all the AI excitement!"