×
Crime

Lying to Investors? Co-Founder of Startup 'HeadSpin' Gets 18-Month Prison Sentence for Fraud (sfgate.com) 28

The co-founder of Silicon Valley-based software testing startup HeadSpin was sentenced Friday to 18 months in prison and a $1 million fine, reports SFGate — for defrauding investors. Lachwani pleaded guilty to two counts of wire fraud and a count of securities fraud in April 2023, after federal prosecutors accused him of, for years, lying to investors about HeadSpin's finances to raise more money. HeadSpin, founded in 2015, grew to a $1.1 billion valuation by 2020 with over $115 million in funding from investors including Google Ventures and Iconiq Capital... He had personally altered invoices, lied to the company accountant and sent slide decks with fraudulent information to investors, [according to the government's 2021 criminal complaint]...

Breyer, per the New York Times, rejected Lachwani's lawyer's argument that because HeadSpin investors didn't end up losing money, he should receive a light sentence. The judge, who often oversees tech industry cases, reportedly said: "If you win, there are no serious consequences — that simply can't be the law." Still, the sentencing was far lighter than it could have been. The government's prosecuting attorneys had asked for a five-year prison term.

The New York Times reported in December that HeadSpin's financial statements had "often arrived months late, if at all, investors said in legal declarations," while the company's financial department "consisted of one external accountant who worked mostly from home using QuickBooks." And the comnpany also had no human resources department or organizational chart... After Manish Lachwani founded the Silicon Valley software start-up HeadSpin in 2015, he inflated the company's revenue numbers by nearly fourfold and falsely claimed that firms including Apple and American Express were customers. He showed a profit where there were losses. He used HeadSpin's cash to make risky trades on tech stocks. And he created fake invoices to cover it all up.

What was especially breathtaking was how easily Mr. Lachwani, now 48, pulled all that off... [HeadSpin] had no chief financial officer, had no human resources department and was never audited. Mr. Lachwani used that lack of oversight to paint a rosier picture of HeadSpin's growth. Even though its main investors knew the start-up's financials were not accurate, according to Mr. Lachwani's lawyers, they chose to invest anyway, eventually propelling HeadSpin to a $1.1 billion valuation in 2020. When the investors pushed Mr. Lachwani to add a chief financial officer and share more details about the company's finances, he simply brushed them off. These details emerged this month in filings in U.S. District Court for the Northern District of California after Mr. Lachwani had pleaded guilty to three counts of fraud in April...

The absence of controls at HeadSpin is part of an increasingly noticeable pattern at Silicon Valley start-ups that have run into trouble. Over the past decade, investors in tech start-ups were so eager to back hot companies that many often overlooked reckless behavior and gave up key controls like board seats, all in the service of fast growth and disruption. Then when founders took the ethos of "fake it till you make it" too far, their investors were often unaware or helpless...

Now, amid a start-up shakeout, more frauds have started coming to light. The founder of the college aid company Frank has been charged, the internet connectivity start-up Cloudbrink has been sued, and the social media app IRL has been investigated and sued. Last month, Mike Rothenberg, a Silicon Valley investor, was found guilty on 21 counts of fraud and money laundering. On Monday, Trevor Milton, founder of the electric vehicle company Nikola, was sentenced to four years in prison for lying about Nikola's technological capabilities.

The Times points out that similarly, FTX only had a three-person board "with barely any influence over the company, tracked its finances on QuickBooks and used a small, little-known accounting firm." And that Theranos had no financial audits for six years.
Portables

Volla Successfully Crowdfunds a Privacy-Focused Tablet on Kickstarter (kickstarter.com) 35

It's "the new generation of Tablet for simplicity and privacy..." according to its Kickstarter page. "Top-tier performance, lightweight design and completely Google-free." And it's already reached its funding goal of $53,312 — climbing to over $75,000 from 115 backers with another 26 days still to go. 9to5Linux reports: Volla, the maker of the Volla Phone smartphones, has launched a crowdfunding campaign on Kickstarter for their first tablet device, the Volla Tablet, which will also support the Ubuntu Touch mobile OS.

Featuring a 12.3-inch Quad HD display with 2650Ã--1600 pixel resolution, the Volla Tablet uses a powerful MediaTek Gaming G99 8-core processor, 12 GB RAM, and 256 GB internal storage. It also comes with a long-lasting 10,000 mAh battery, 2G/3G/4G cellular network support, Wi-Fi, Bluetooth, and a 13+5 MP main camera.

By default, Volla Tablet ships with Volla OS 13, Volla's in-house operating system based on the free Android Open Source Project (AOSP), but users will be able to buy the tablet with Ubuntu Touch featuring built-in convergence and support for Android apps with WayDroid container.

"Users will also be able to use desktop apps like Firefox or LibreOffice thanks to the help of the Libertine container," according to the article. ("Volla says that Volla Tablet with Ubuntu Touch is ideal for Linux enthusiasts and minimalists seeking a simplified, efficient, and familiar operating system experience.")

Its Kickstarter page points out the tablet even offers options like "hide.me VPN" and private speech recognition that's "cloud-independent for secure, confidential interactions."

("For U.S. users, please note that only roaming SIM cards from abroad can be used.")
Media

Android Gets a New Software-Based AV1 Decoder (9to5google.com) 13

Ben Schoon reports via 9to5Google: Google's Arif Dikici confirmed on LinkedIn this week that Android is now using VideoLAN's (the makers of VLC) "dav1d" software decoder to allow AV1 to work on more devices. This is now available on all devices running Android 12 or higher via a software update. Mishaal Rahman points out that this started to roll out with the March 2024 Google Play system update.

Dikici says that "most" devices can at least support 720p at 30 frames per second, but that apps will need to opt in "for now" to support AV1 via software decoding. One app that has opted in is YouTube, which now uses AV1 on all compatible devices (though it may have reverted this). This may result in increased power usage depending on your device, though. Improvements on that front may be coming, though, says VideoLAN on Twitter/X.

Google

Google To Employees: 'We Are a Workplace' 260

Google, once known for its unconventional approach to business, has taken a decisive step towards becoming a more traditional company by firing 28 employees who participated in protests against a $1.2 billion contract with the Israeli government. The move comes after sit-in demonstrations on Tuesday at Google offices in Silicon Valley and New York City, where employees opposed the company's support for Project Nimbus, a cloud computing contract they argue harms Palestinians in Gaza. Nine employees were arrested during the protests.

In a note to employees, CEO Sundar Pichai said, "We have a culture of vibrant, open discussion... But ultimately we are a workplace and our policies and expectations are clear: this is a business, and not a place to act in a way that disrupts coworkers or makes them feel unsafe, to attempt to use the company as a personal platform, or to fight over disruptive issues or debate politics."

Google also says that the Project Nimbus contract is "not directed at highly sensitive, classified, or military workloads relevant to weapons or intelligence services."

Axios adds: Google prided itself from its early days on creating a university-like atmosphere for the elite engineers it hired. Dissent was encouraged in the belief that open discourse fostered innovation. "A lot of Google is organized around the fact that people still think they're in college when they work here," then-CEO Eric Schmidt told "In the Plex" author Steven Levy in the 2000s.

What worked for an organization with a few thousand employees is harder to maintain among nearly 200,000 workers. Generational shifts in political and social expectations also mean that Google's leadership and its rank-and-file aren't always aligned.
China

FBI Says Chinese Hackers Preparing To Attack US Infrastructure (reuters.com) 116

schwit1 shares a report from Reuters: Chinese government-linked hackers have burrowed into U.S. critical infrastructure and are waiting "for just the right moment to deal a devastating blow," FBI Director Christopher Wray said on Thursday. An ongoing Chinese hacking campaign known as Volt Typhoon has successfully gained access to numerous American companies in telecommunications, energy, water and other critical sectors, with 23 pipeline operators targeted, Wray said in a speech at Vanderbilt University.

China is developing the "ability to physically wreak havoc on our critical infrastructure at a time of its choosing," Wray said at the 2024 Vanderbilt Summit on Modern Conflict and Emerging Threats. "Its plan is to land low blows against civilian infrastructure to try to induce panic." Wray said it was difficult to determine the intent of this cyber pre-positioning which was aligned with China's broader intent to deter the U.S. from defending Taiwan. [...] Wray said China's hackers operated a series of botnets - constellations of compromised personal computers and servers around the globe - to conceal their malicious cyber activities. Private sector American technology and cybersecurity companies previously attributed Volt Typhoon to China, including reports by security researchers with Microsoft and Google.
China's Embassy in Washington said in a statement: "Some in the US have been using origin-tracing of cyberattacks as a tool to hit and frame China, claiming the US to be the victim while it's the other way round, and politicizing cybersecurity issues."
The Internet

Reddit Is Taking Over Google (businessinsider.com) 86

An anonymous reader quotes a report from Business Insider: If you think you've been seeing an awful lot more Reddit results lately when you search on Google, you're not imagining things. The internet is in upheaval, and for website owners the rules of "winning" Google Search have never been murkier. Google's generative AI search engine is coming from one direction. It's creeping closer to mainstream deployment and bringing an existential crisis for SEOs and website makers everywhere. Coming from the other direction is an influx of posts from Reddit, Quora, and other internet forums that have climbed up through the traditional set of Google links. Data analysis from Semrush, which predicts traffic based on search ranking, shows that traffic to Reddit has climbed at an impressive clip since August. Semrush estimated that Reddit had over 132 million visitors in August 2023. At the time of publishing, it was projected to have over 346 million visitors in April 2024.

None of this is accidental. For years, Google has been watching users tack on "Reddit" to the end of search queries and finally decided to do something about it. Google started dropping hints in 2022 when it promised to do a better job of promoting sites that weren't just chasing the top of search but were more helpful and human. Last August, Google rolled out a big update to Search that seemed to kick this into action. Reddit, Quora, and other forum sites started getting more visibility in Google, both within the traditional links and within a new "discussions and forums" section, which you may have spotted if you're US-based. The timing of this Reddit bump has led to some conspiracy theories. In February, Google and Reddit announced a blockbuster deal that would let Google train its AI models on Reddit content. Google said the deal, reportedly worth $60 million, would "facilitate more content-forward displays of Reddit information," leading to some speculation that Google promised Reddit better visibility in exchange for the valuable training data. A few weeks later, Reddit also went public.

Steve Paine, marketing manager at Sistrix, called the rise of Reddit "unprecedented." "There hasn't been a website that's grown so much search visibility so quickly in the US in at least the last five years," he told Business Insider. Right now, Reddit ranks high for product searches. Reddit's main competitors are Wikipedia, YouTube, and Fandom, Paine said, and it also competes in "high-value commercial searches," putting it up against Amazon. The "real competitors," he said, are the subreddits that compete with brands on the web.
A Google spokesperson told Business Insider that the company is essentially just giving users what they want: "Our research has shown that people often want to learn from others' experiences with a topic, so we've continued to make it easier to find helpful perspectives on Search when it's relevant to a query. Our systems surface content from hundreds of forums and other communities across the web, and we conduct rigorous testing to ensure results are helpful and high quality."
United States

Feds Hit Coding Boot Camp With Big Fine For Allegedly Conning Students 39

The US Consumer Financial Protection Bureau (CFPB) has slapped coding boot camp BloomTech -- formerly known as Lambda School -- with several punishments for alleged deceptive business practices. From a report: The business, which claims on its site it will help students land their "dream job" in tech at companies like Amazon, Cisco, and Google, accepted the consent order without admitting or denying any wrongdoing. In an announcement yesterday, the CFPB said it had taken action against BloomTech and its CEO Austen Allred for allegedly not disclosing the true cost of its loans to students and allegedly claiming overoptimistic hiring rates for BloomTech graduates. BloomTech, formerly Lambda School, has operated since 2017 and offers six- to nine-month vocational programs in science and engineering, with a focus on computer technology.

"BloomTech and its CEO sought to drive students toward income share loans that were marketed as risk-free, but in fact carried significant finance charges and many of the same risks as other credit products," said Rohit Chopra, director of the CFPB. With income share loans or income share agreements, BloomTech allowed students to pay tuition later but in exchange had to pay a percentage of their future income, CFPB claimed. The agency alleged that BloomTech explicitly told students that its income share loans (which cost an average of $4k "finance charge" to use) weren't actually loans at all. The CFPB claimed in the settlement order a "significant majority" of students used these loans to finance their education, and alleged each student could end up paying up to $30k of their income to BloomTech to settle the loans.
From the CFPB's press release: BloomTech advertised on its website that 71 to 86 percent of students were placed in jobs within six months of graduation, when its non-public reporting to investors consistently showed placement rates closer to 50 percent. Allred tweeted that the school achieved a 100 percent job-placement rate in one of its cohorts, and later acknowledged in a private message that the sample size was just one student.
Facebook

Meta Releases Llama 3 AI Models, Claiming Top Performance 22

Meta debuted a new version of its powerful Llama AI model, its latest effort to keep pace with similar technology from companies like OpenAI, X and Google. The company describes Llama 3 8B and Llama 3 70B, containing 8 billion and 70 billion parameters respectively, as a "major leap" in performance compared to their predecessors.

Meta claims that the Llama 3 models, trained on custom-built 24,000 GPU clusters, are among the best-performing generative AI models available for their respective parameter counts. The company supports this claim by citing the models' scores on popular AI benchmarks such as MMLU, ARC, and DROP, which attempt to measure knowledge, skill acquisition, and reasoning abilities. Despite the ongoing debate about the usefulness and validity of these benchmarks, they remain one of the few standardized methods for evaluating AI models. Llama 3 8B outperforms other open-source models like Mistral's Mistral 7B and Google's Gemma 7B on at least nine benchmarks, showcasing its potential in various domains such as biology, physics, chemistry, mathematics, and commonsense reasoning.

TechCrunch adds: Now, Mistral 7B and Gemma 7B aren't exactly on the bleeding edge (Mistral 7B was released last September), and in a few of benchmarks Meta cites, Llama 3 8B scores only a few percentage points higher than either. But Meta also makes the claim that the larger-parameter-count Llama 3 model, Llama 3 70B, is competitive with flagship generative AI models including Gemini 1.5 Pro, the latest in Google's Gemini series.
Google

Google is Combining Its Android and Hardware Teams (theverge.com) 12

Google CEO Sundar Pichai announced substantial internal reorganizations on Thursday, including the creation of a new team called "Platforms and Devices" that will oversee all of Google's Pixel products, all of Android, Chrome, ChromeOS, Photos, and more. From a report: The team will be run by Rick Osterloh, who was previously the SVP of devices and services, overseeing all of Google's hardware efforts. Hiroshi Lockheimer, the longtime head of Android, Chrome, and ChromeOS, will be taking on other projects inside of Google and Alphabet. This is a huge change for Google, and it likely won't be the last one. There's only one reason for all of it, Osterloh says: AI. "This is not a secret, right?" he says.

Consolidating teams "helps us to be able to do full-stack innovation when that's necessary," Osterloh says. He uses the example of the Pixel camera: "You had to have deep knowledge of the hardware systems, from the sensors to the ISPs, to all layers of the software stack. And, at the time, all the early HDR and ML models that were doing camera processing... and I think that hardware / software / AI integration really showed how AI could totally transform a user experience. That was important. And it's even more true today."

Google

Google Terminates 28 Employees For Protest of Israeli Cloud Contract (reuters.com) 265

Google said on Thursday it had terminated 28 employees after some staff participated in protests against the company's cloud contract with the Israeli government. From a report: The Alphabet unit said a small number of protesting employees entered and disrupted work at a few unspecified office locations. "Physically impeding other employees' work and preventing them from accessing our facilities is a clear violation of our policies, and completely unacceptable behavior," the company said in a statement.

Google said it had concluded individual investigations, resulting in the termination of 28 employees, and would continue to investigate and take action as needed. In a statement on Medium, Google workers affiliated with the No Tech for Apartheid campaign called it a "flagrant act of retaliation" and said that some employees who did not directly participate in Tuesday's protests were also among those Google fired.

Google

Google Workers Arrested After Nine-Hour Protest In Cloud Chief's Office (cnbc.com) 308

CNBC reports that nine Google workers were arrested on trespassing charges Tuesday night in protest of the company's $1.2 billion contract providing cloud computing services to the Israeli government. The sit-in happened at Google Cloud CEO Thomas Kurian's office in Sunnyvale and the 10th floor commons of Google's New York office. From the report: The arrests, which were livestreamed on Twitch by participants, follow rallies outside Google offices in New York, Sunnyvale and Seattle, which attracted hundreds of attendees, according to workers involved. [...] Protesters in Sunnyvale sat in Kurian's office for more than nine hours until their arrests, writing demands on Kurian's whiteboard and wearing shirts that read "Googler against genocide." In New York, protesters sat in a three-floor common space. Five workers from Sunnyvale and four from New York were arrested.

"On a personal level, I am opposed to Google taking any military contracts -- no matter which government they're with or what exactly the contract is about," Cheyne Anderson, a Google Cloud software engineer based in Washington, told CNBC. "And I hold that opinion because Google is an international company and no matter which military it's with, there are always going to be people on the receiving end... represented in Google's employee base and also our user base." Anderson had flown to Sunnyvale for the protest in Kurian's office and was one of the workers arrested Tuesday.
"Google Cloud supports numerous governments around the world in countries where we operate, including the Israeli government, with our generally available cloud computing services," a Google spokesperson told CNBC, adding, "This work is not directed at highly sensitive, classified, or military workloads relevant to weapons or intelligence services."
Censorship

Telegram Founder Accuses Google and Apple of Censorship Threat (youtube.com) 35

Pavel Durov, the founder of Telegram messaging app, has accused tech giants Google and Apple of threatening to censor content on smartphones [YouTube link]. In an interview with Tucker Carlson, Durov claimed that these companies told Telegram to comply with their guidelines or face removal from their app stores.

"Those two platforms, they could basically censor everything you can read, access on your smart phone," Durov said. With 900 million active users, Telegram is expected to cross the one billion mark within a year.
Businesses

Dropbox CEO Says Employees Appreciate Remote Work More Than Cushy Office Perks (businessinsider.com) 149

Dropbox cofounder and CEO Drew Houston said he views his employees like customers, and that means giving them what they want -- which isn't in-person work. From a report: "We will support however they want to gather," Houston said in a new interview with The Verge. "But we're finding that these retreats and off-sites and things like that are often a lot more effective than asking people to commute." Houston said other business leaders are making the wrong move by forcing employees back to the office. Many companies are pushing employees to return to office in a hybrid structure, including giants like Google, Apple, and Amazon.

"They keep mashing the go back to 2019 button, and they see it's not working," Houston said in the interview, speaking generally about return-to-office mandates. "Then they just push harder, and then you have this really toxic relationship." He compared returning to the office to returning to movie theaters or malls. It may have been cool for a time and people might still occasionally want to watch a big movie like "Top Gun" at the cinema, he said, "but the world has moved on." The CEO said the reason it used to be so easy to get people to the office was because they didn't have a choice. A lot of CEOs today don't understand that flexibility wasn't an option in the past, Houston said.

Google

Google Workers Protest Cloud Contract With Israel's Government (wired.com) 522

An anonymous reader quotes a report from Wired: Dozens of Google employees began occupying company offices in New York City and Sunnyvale, California, on Tuesday in protest of the company's $1.2 billion contract providing cloud computing services to the Israeli government. The sit-in, organized by the activist group No Tech for Apartheid, is happening at Google Cloud CEO Thomas Kurian's office in Sunnyvale and the 10th floor commons of Google's New York office. The sit-in will be accompanied by outdoor protests at Google offices in New York, Sunnyvale, San Francisco, and Seattle beginning at 2 pm ET and 11 am PT. Tuesday's actions mark an escalation in a series of recent protests organized by tech workers who oppose their employer's relationship with the Israeli government, especially in light of Israel's ongoing assault on Gaza. Since Hamas killed about 1,100 Israelis on October 7, the IDF has killed more than 34,000 Palestinians.

Just over a dozen people gathered outside Google's offices in New York and Sunnyvale on Tuesday. Among those in New York was Google cloud software engineer Eddie Hatfield, who was fired days after disrupting Google Israel's managing director at March's Mind The Tech, a company-sponsored conference focused on the Israeli tech industry, in early March. Several hours into the sit-ins on Tuesday, Google security began to accuse the workers of "trespassing" and disrupting work, prompting several people to leave while others vowed to remain until they were forced out. The 2021 contract, known as Project Nimbus, involves Google and Amazon jointly providing cloud computing infrastructure and services across branches of the Israeli government. Last week, Time reported that Google's work on Project Nimbus involves providing direct services to the Israel Defense Forces. [...]

On March 4, more than600 other Googlers signed a petition opposing the company's sponsorship of the conference. After Hatfield was fired three days later, Google trust-and-safety-policy employee Vidana Abdel Khalek resigned from her position in opposition to Project Nimbus. Then, in late March, more than 300 Apple workers signed an open letter that alleged retaliation against workers who have expressed support for Palestinians, and urged company leadership to show public support for Palestinians. Hasan Ibraheem, a Google software engineer, is participating in the sit-in at his local Google office in New York. "This has really been a culmination of our efforts," he tells WIRED. Since joining No Tech for Apartheid in December, Ibraheem says, he has been participating in weekly "tabling" actions being held at Google office cafes in New York, Sunnyvale, San Francisco, and Mountain View, California. It involves holding a sign that says "Ask me about Project Nimbus" during lunch break, passing out flyers, and answering questions from coworkers. "It's actually shocking how many people at Google don't even know that this contract exists," Ibraheem says. "A lot of people who don't know about it, who then learn about it through us, are reasonably upset that this contract exists. They just didn't know that it existed beforehand."

AI

'Crescendo' Method Can Jailbreak LLMs Using Seemingly Benign Prompts (scmagazine.com) 46

spatwei shares a report from SC Magazine: Microsoft has discovered a new method to jailbreak large language model (LLM) artificial intelligence (AI) tools and shared its ongoing efforts to improve LLM safety and security in a blog post Thursday. Microsoft first revealed the "Crescendo" LLM jailbreak method in a paper published April 2, which describes how an attacker could send a series of seemingly benign prompts to gradually lead a chatbot, such as OpenAI's ChatGPT, Google's Gemini, Meta's LlaMA or Anthropic's Claude, to produce an output that would normally be filtered and refused by the LLM model. For example, rather than asking the chatbot how to make a Molotov cocktail, the attacker could first ask about the history of Molotov cocktails and then, referencing the LLM's previous outputs, follow up with questions about how they were made in the past.

The Microsoft researchers reported that a successful attack could usually be completed in a chain of fewer than 10 interaction turns and some versions of the attack had a 100% success rate against the tested models. For example, when the attack is automated using a method the researchers called "Crescendomation," which leverages another LLM to generate and refine the jailbreak prompts, it achieved a 100% success convincing GPT 3.5, GPT-4, Gemini-Pro and LLaMA-2 70b to produce election-related misinformation and profanity-laced rants. Microsoft reported the Crescendo jailbreak vulnerabilities to the affected LLM providers and explained in its blog post last week how it has improved its LLM defenses against Crescendo and other attacks using new tools including its "AI Watchdog" and "AI Spotlight" features.

United States

US Senate To Vote on a Wiretap Bill That Critics Call 'Stasi-Like' (wired.com) 55

The United States Senate is poised to vote on legislation this week that, for the next two years at least, could dramatically expand the number of businesses that the US government can force to eavesdrop on Americans without a warrant. From a report: Some of the nation's top legal experts on a controversial US spy program argue that the legislation, known as the Reforming Intelligence and Securing America Act (RISAA), would enhance the US government's spy powers, forcing a variety of new businesses to secretly eavesdrop on Americans' overseas calls, texts, and email messages. Those experts include a handful of attorneys who've had the rare opportunity to appear before the US government's secret surveillance court.

The Section 702 program, authorized under the Foreign Intelligence Surveillance Act, or FISA, was established more than a decade ago to legalize the government's practice of forcing major telecommunications companies to eavesdrop on overseas calls in the wake of the September 11, 2001, terrorist attacks. On the one hand, the government claims that the program is designed to exclusively target foreign citizens who are physically located abroad; on the other, the government has fiercely defended its ability to access wiretaps of Americans' emails and phone conversations, often years after the fact and in cases unrelated to the reasons the wiretaps were ordered in the first place.

The 702 program works by compelling the cooperation of US businesses defined by the government as "electronic communications service providers" -- traditionally phone and email providers such as AT&T and Google. Members of the House Intelligence Committee, whose leaders today largely serve as lobbyists for the US intelligence community in Congress, have been working to expand the definition of that term, enabling the government to force new categories of businesses to eavesdrop on the government's behalf.

Youtube

YouTube's Ad Blocker Crackdown Now Includes Third-Party Apps (theverge.com) 205

YouTube has updated its policies to no longer allow "third-party apps to turn off ads." The Verge reports: This appears to target mobile ad blockers like AdGuard, which lets you open YouTube within the ad blocking app, where you'll get to view videos interruption-free. "We only allow third-party apps to use our API when they follow our API Services Terms of Service," YouTube says. "When we find an app that violates these terms, we will take appropriate action to protect our platform, creators, and viewers." To get around this, YouTube once again suggests signing up for the ad-free YouTube Premium.
AI

Stanford Releases AI Index Report 2024 26

Top takeaways from Stanford's new AI Index Report [PDF]:
1. AI beats humans on some tasks, but not on all. AI has surpassed human performance on several benchmarks, including some in image classification, visual reasoning, and English understanding. Yet it trails behind on more complex tasks like competition-level mathematics, visual commonsense reasoning and planning.
2. Industry continues to dominate frontier AI research. In 2023, industry produced 51 notable machine learning models, while academia contributed only 15. There were also 21 notable models resulting from industry-academia collaborations in 2023, a new high.
3. Frontier models get way more expensive. According to AI Index estimates, the training costs of state-of-the-art AI models have reached unprecedented levels. For example, OpenAI's GPT-4 used an estimated $78 million worth of compute to train, while Google's Gemini Ultra cost $191 million for compute.
4. The United States leads China, the EU, and the U.K. as the leading source of top AI models. In 2023, 61 notable AI models originated from U.S.-based institutions, far outpacing the European Union's 21 and China's 15.
5. Robust and standardized evaluations for LLM responsibility are seriously lacking. New research from the AI Index reveals a significant lack of standardization in responsible AI reporting. Leading developers, including OpenAI, Google, and Anthropic, primarily test their models against different responsible AI benchmarks. This practice complicates efforts to systematically compare the risks and limitations of top AI models.
6. Generative AI investment skyrockets. Despite a decline in overall AI private investment last year, funding for generative AI surged, nearly octupling from 2022 to reach $25.2 billion. Major players in the generative AI space, including OpenAI, Anthropic, Hugging Face, and Inflection, reported substantial fundraising rounds.
7. The data is in: AI makes workers more productive and leads to higher quality work. In 2023, several studies assessed AI's impact on labor, suggesting that AI enables workers to complete tasks more quickly and to improve the quality of their output. These studies also demonstrated AI's potential to bridge the skill gap between low- and high-skilled workers. Still, other studies caution that using AI without proper oversight can lead to diminished performance.
8. Scientific progress accelerates even further, thanks to AI. In 2022, AI began to advance scientific discovery. 2023, however, saw the launch of even more significant science-related AI applications -- from AlphaDev, which makes algorithmic sorting more efficient, to GNoME, which facilitates the process of materials discovery.
9. The number of AI regulations in the United States sharply increases. The number of AIrelated regulations in the U.S. has risen significantly in the past year and over the last five years. In 2023, there were 25 AI-related regulations, up from just one in 2016. Last year alone, the total number of AI-related regulations grew by 56.3%.
10. People across the globe are more cognizant of AI's potential impact -- and more nervous. A survey from Ipsos shows that, over the last year, the proportion of those who think AI will dramatically affect their lives in the next three to five years has increased from 60% to 66%. Moreover, 52% express nervousness toward AI products and services, marking a 13 percentage point rise from 2022. In America, Pew data suggests that 52% of Americans report feeling more concerned than excited about AI, rising from 37% in 2022.
PHP

Is PHP Declining In Popularity? (infoworld.com) 94

The PHP programming language has sunk to its lowest position ever on the long-running TIOBE index of programming language popularity. It now ranks #17 — lower than Assembly Language, Ruby, Swift, Scratch, and MATLAB. InfoWorld reports: When the Tiobe index started in 2001, PHP was about to become the standard language for building websites, said Paul Jansen, CEO of software quality services vendor Tiobe. PHP even reached the top 3 spot in the index, ranking third several times between 2006 and 2010. But as competing web development frameworks such as Ruby on Rails, Django, and React arrived in other languages, PHP's popularity waned.

"The major driving languages behind these new frameworks were Ruby, Python, and most notably JavaScript," Jansen noted in his statement accompanying the index. "On top of this competition, some security issues were found in PHP. As a result, PHP had to reinvent itself." Nowadays, PHP still has a strong presence in small and medium websites and is the language leveraged in the WordPress web content management system. "PHP is certainly not gone, but its glory days seem to be over," Jansen said.

A note on the rival Pypl Popularity of Programming Language Index argues that the TIOBE Index "is a lagging indicator. It counts the number of web pages with the language name." So while "Objective-C" ranks #30 on TIOBE's index (one rank above Classic Visual Basic), "who is reading those Objective-C web pages? Hardly anyone, according to Google Trends data." On TIOBE's index, Fortran now ranks #10.

Meanwhile, PHP ranks #7 on Pypl (based on the frequency of searches for language tutorials).

TIOBE's top ten?
  1. Python
  2. C
  3. C++
  4. Java
  5. C#
  6. JavaScript
  7. Go
  8. Visual Basic
  9. SQL
  10. Fortran

The next two languages, ranked #11 and #12, are Delphi/Object Pascal and Assembly Language.


Math

73-Year-Old Clifford Stoll Is Now Selling Klein Bottles (berkeley.edu) 47

O'Reilly's "Tech Trends" newsletter included an interesting item this month: Want your own Klein Bottle? Made by Cliff Stoll, author of the cybersecurity classic The Cuckoo's Egg, who will autograph your bottle for you (and may include other surprises).
First described in 1882 by the mathematician Felix Klein, a Klein bottle (like a Mobius strip) has a one-side surface. ("Need a zero-volume bottle...?" asks Stoll's web site. "Want the ultimate in non-orientability...? A mathematician's delight, handcrafted in glass.")

But how the legendary cyberbreach detective started the company is explained in this 2016 article from a U.C. Berkeley alumni magazine. Its headline? "How a Berkeley Eccentric Beat the Russians — and Then Made Useless, Wondrous Objects." The reward for his cloak-and-dagger wizardry? A certificate of appreciation from the CIA, which is stashed somewhere in his attic... Stoll published a best-selling book, The Cuckoo's Egg, about his investigation. PBS followed it with a NOVA episode entitled "The KGB, the Computer, and Me," a docudrama starring Stoll playing himself and stepping through the "fourth wall" to double as narrator. Stoll had stepped through another wall, as well, into the numinous realm of fame, as the burgeoning tech world went wild with adulation... He was more famous than he ever could have dreamed, and he hated it. "After a few months, you realize how thin fame is, and how shallow. I'm not a software jockey; I'm an astronomer. But all people cared about was my computing."

Stoll's disenchantment also arose from what he perceived as the false religion of the Internet... Stoll articulated his disenchantment in his next book, Silicon Snake Oil, published in 1995, which urged readers to get out from behind their computer screens and get a life. "I was asking what I thought were reasonable questions: Is the electronic classroom an improvement? Does a computer help a student learn? Yes, but what it teaches you is to go to the computer whenever you have a question, rather than relying on yourself. Suppose I was an evil person and wanted to eliminate the curiosity of children. Give the kid a diet of Google, and pretty soon the child learns that every question he has is answered instantly. The coolest thing about being human is to learn, but you don't learn things by looking it up; you learn by figuring it out." It was not a popular message in the rise of the dot-com era, as Stoll soon learned...

Being a Voice in the Wilderness doesn't pay well, however, and by this time Stoll had taken his own advice and gotten a life; namely, marrying and having two children. So he looked around for a way to make some money. That ushered in his third — and current — career as President and Chief Bottle Washer of the aforementioned Acme Klein Bottle company... At first, Stoll had a hard time finding someone to make Klein bottles. He tried a bong peddler on Telegraph Avenue, but the guy took Cliff's money and disappeared. "I realized that the trouble with bong makers is that they're also bong users."

Then in 1994, two friends of his, Tom Adams and George Chittenden, opened a shop in West Berkeley that made glassware for science labs. "They needed help with their computer program and wanted to pay me," Stoll recalls. "I said, 'Nah, let's make Klein bottles instead.' And that's how Acme Klein Bottles was born."

UPDATE: Turns out Stoll is also a long-time Slashdot reader, and shared comments this weekend on everything from watching the eclipse to his VIP parking pass for CIA headquarters and "this CIA guy's rubber-stamp collection."

"I am honored by the attention and kindness of fellow nerds and online friends," Stoll added Saturday. "When I first started on that chase in 1986, I had no idea wrhere it would lead me... To all my friends: May you burdens be light and your purpose high. Stay curious!"

Slashdot Top Deals