Scientists have found evidence suggesting that Earth's inner core has changed shape over the past 20 years, possibly deforming at its edges due to interactions with the liquid outer core and gravitational forces. The BBC reports: The inner core is usually thought to be shaped like a ball, but its edges may actually have deformed by 100 million or more in height in places, according to Prof John Vidale who led the research. [...] The new analysis looked at seismic wave patterns from earthquakes that repeated in the same location between 1991 and 2023. That helped to show how the inner core is changing over time. Prof Vidale, an earth scientist at the University of Southern California, found more evidence to back up the theory that during those years the inner core slowed down around 2010. But his team also found the evidence of the inner core's changing shape. It appears to be happening at the boundary of the inner and outer core, where the inner core is close to melting point. The liquid flow of the outer core as well as pull from an uneven gravity field may cause deformation. Prof Hrvoje Tkalcic from Australian National University said the findings could allow scientists "to make more informed estimates of some important material properties, such as the viscosity of the inner core, which is one of the least known quantities in modern science."

The research is published in the scientific journal Nature Geoscience.

AmiMoJo writes: A computer expert who has battled for a decade to recover a $743 million bitcoin fortune he believes is buried in a council dump in south Wales is considering buying the site so he can hunt for the missing fortune. James Howells lost a high court case last month to force Newport city council to allow him to search the tip to retrieve a hard drive he says contains the bitcoins.

The council has since announced plans to close and cap the site, which would almost certainly spell the end of any lingering hopes of reaching the bitcoins. The authority has secured planning permission for a solar farm on part of the land. Howells, 39, said on Monday it had been "quite a surprise" to hear of the closure plan. He said: "It [the council] claimed at the high court that closing the landfill to allow me to search would have a huge detrimental impact on the people of Newport, whilst at the same time they were planning to close the landfill anyway. I expected it would be closed in the coming years because it's 80/90% full -- but didn't expect its closure so soon. If Newport city council would be willing, I would potentially be interested in purchasing the landfill site -- as is -- and have discussed this option with investment partners and it is something that is very much on the table."

President Donald Trump has ordered Treasury Secretary Scott Bessent to halt penny production to cut government spending, according to a Truth Social post on Sunday. The U.S. Mint spent 3.69 cents to produce and distribute each penny last year, resulting in a $85.3 million loss on over three billion new pennies.

The one-cent coin accounts for more than half of all U.S. coin production despite having about 250 billion pieces already in circulation. Canada, Australia and several other countries have eliminated their lowest-denomination coins citing costs over recent decades.

Further reading: Abolish the Penny?

They publish 77 newspapers in 26 U.S. states, according to Wikipedia. But this week a "cybersecurity event" at the newspapers' parent company "disrupted systems and networks," according to an article at one of their news sites which quotes an email sent to employees by the publishing company's CEO. "We have notified law enforcement of the situation."

And the company "has not released print or e-editions in most markets this week," according to the Augusta Free Press, "originally telling subscribers the outage was due to a server issue," The CEO said the company is also working to identify "additional steps we can take to help prevent something like this from happening again." The computer server appears to have compromised [last] Monday morning. No timeline has been announced for when news operations will return to normal publication schedules. According to a report in The News Virginian and published on the websites of the affected papers nationwide, the company is now producing, printing and delivering back issues, indicating at least some progress on printing and layout front...

Unfortunately, the cybersecurity attack on its server wasn't the only bad news for Lee Enterprises this week... In addition to the estimated $16.7 million the enterprise reported it lost in the last quarter, it has also gutted the staff of its newspapers as it appears to shift its focus toward more successful digital operations.

Fortune remembers that in 2011 Steve Jobs had told author Walter Isaacson that Microsoft co-founder Bill Gates would "be a broader guy if he had dropped acid once or gone off to an ashram when he was younger."

But The Indendepent notes that in his new memoir Gates does write about two acid trip experiences. (Gates mis-timed his first experiment with LSD, ending up still tripping during a previously-scheduled appointment for dental surgery...) "Later in the book, Gates recounts another experience with LSD with future Microsoft co-founder Paul Allen and some friends... Gates says in the book that it was the fear of damaging his memory that finally persuaded him never to take the drug again." He added: "I smoked pot in high school, but not because it did anything interesting. I thought maybe I would look cool and some girl would think that was interesting. It didn't succeed, so I gave it up."

Gates went on to say that former Apple CEO Steve Jobs, who didn't know about his past drug use, teased him on the subject. "Steve Jobs once said that he wished I'd take acid because then maybe I would have had more taste in my design of my products," recalled Gates. "My response to that was to say, 'Look, I got the wrong batch.' I got the coding batch, and this guy got the marketing-design batch, so good for him! Because his talents and mine, other than being kind of an energetic leader, and pushing the limits, they didn't overlap much. He wouldn't know what a line of code meant, and his ability to think about design and marketing and things like that... I envy those skills. I'm not in his league."

Gates added that he was a fan of Michael Pollan's book about psychedelic drugs, How To Change Your Mind, and is intrigued by the idea that they may have therapeutic uses. "The idea that some of these drugs that affect your mind might help with depression or OCD, I think that's fascinating," said Gates. "Of course, we have to be careful, and that's very different than recreational usage."
Touring the country, 69-year-old Gates shared more glimpses of his life story:

• The Harvard Gazette notes that the university didn't offer computer science degrees when Gates attended in 1973. But since Gates already had years of code-writing experience, he "initially rebuffed any suggestion of taking computer-related coursework... 'It's too easy,' he remembered telling friends."

• "The naiveté I had that free computing would just be this unadulterated good thing wasn't totally correct even before AI," Gates told an audience at the Harvard Book Store. "And now with AI, I can see that we could shape this in the wrong way."

• Gates "expressed regret about how he treated another boyhood friend, Paul Allen, the other cofounder of Microsoft, who died in 2018," reports the Boston Globe. "Gates at first took 60 percent ownership of the new software company and then pressured his friend for another 4 percent. 'I feel bad about it in retrospect,' he said. 'That was always a little complicated, and I wish I hadn't pushed....'"

• Business Insider adds that according to his memoir, Gates "eventually gave his additional 4% stake to [Steve] Ballmer to convince him to quit business school for Microsoft. 'He joined in 1980 and became the 24-hour-a-day partner I needed,' Gates wrote."

• Benzinga writes that Gates has now "donated $100 billion to charitable causes... Had Gates retained the $100 billion he has donated, his total wealth would be around $264 billion, placing him second on the global wealth rankings behind Elon Musk and ahead of Jeff Bezos and Mark Zuckerberg."

• Gates told the Associated Press "I am stunned that Intel basically lost its way," saying Intel is now "kind of behind" on both chip design and fabrication. "They missed the AI chip revolution, and with their fabrication capabilities, they don't even use standards that people like Nvidia and Qualcomm find easy... I hope Intel recovers, but it looks pretty tough for them at this stage."

• Gates also told the Associated Press that fighting a three-year antitrust case had "distracted" Microsoft. "The area that Google did well in that would not have happened had I not been distracted is Android, where it was a natural thing for me. I was trying, although what I didn't do well enough is provide the operating system for the phone. That was ours for the taking."

• The Dallas News reports that in an on-stage interview in Texas, Mark Cuban closed by asking Gates one question. "Is the American Dream alive?" Gates answered: "It was for me."

Slashdot has been covering Harvard's legendary introductory programming course "CS50" since it began setting attendance records in 2014.

But now long-time Slashdot reader theodp brings some news about the course's fate over at Yale. From Yale's student newspaper: After a decade of partnership with Harvard, Yale's CS50 course will no longer be offered starting in fall 2025.... One of Yale's largest computer science courses, jointly taught with Harvard University, was canceled during a monthly faculty meeting after facing budgetary challenges. [Yale's endowment is $40+ billion]... Since Yale started offering the course in 2015, CS50 has consistently seen enrollment numbers in the hundreds and was often the department's largest class.... According to [Yale instructor Ozan] Erat, the original [anonymous] donation that made CS50 possible ended in June 2024, and the cost of employing so many undergraduate learning assistants for the course had become unsustainable.
theodp reminds us that CS50 and its progeny "will continue to live on in all their glory in-person and online at Harvard and edX."

I just saw an ad for TikTok on a YouTube video. But at the same time YouTube is running ads on TikTok, reports Bloomberg, targeting TikTok content creators in "an effort to lure these valuable users to the Google-owned rival and capitalize on TikTok's uncertain future."

One of YouTube's ads even received over a thousand likes, with Bloomberg calling it that TikTok "is willing to accept ad dollars from one of its fiercest competitors promoting a message aimed at undercutting its business." YouTube is the latest TikTok competitor to try to capitalize on the app's looming US ban, which could go into effect in early April. Meta Platforms Inc.'s Instagram announced a new video editing tool in January, and X also teased a new video tab as part of an effort to win over TikTok's content creators...

Google would be one of the biggest beneficiaries of a ban in the US. Both its flagship video service YouTube and its TikTok copycat, YouTube Shorts, would likely see an uptick in traffic if TikTok goes away. Google also plays an unusual role in TikTok's potential ban because it runs one of two mobile app stores controlling whether people in the US can download the video app. It has blocked TikTok from its Google Play store since the divest-or-ban law went into effect January 19.

"Open source can be something of an illusion," writes TechCrunch. "A lack of real independence can mean a lack of agency for those who would like to properly get involved in a project."
Their article makes the case that the "spirit" of open source means more than a license... "Android, in a license sense, is perhaps the most well-documented, perfectly open 'thing' that there is," Luis Villa, co-founder and general counsel at Tidelift, said in a panel discussion at the State of Open Con25 in London this week. "All the licenses are exactly as you want them — but good luck getting a patch into that, and good luck figuring out when the next release even is...."

"If you think about the practical accessibility of open source, it goes beyond the license, right?" Peter Zaitsev, founder of open source database services company Percona, said in the panel discussion. "Governance is very important, because if it's a single corporation, they can change a license like 'that.'" These sentiments were echoed in a separate talk by Dotan Horovits, open source evangelist at the Cloud Native Computing Foundation (CNCF), where he mused about open source "turning to the dark side." He noted that in most cases, issues arise when a single-vendor project decides to make changes based on its own business needs among other pressures. "Which begs the question, is vendor-owned open source an oxymoron?" Horovits said. "I've been asking this question for a good few years, and in 2025 this question is more relevant than ever."
The article adds that in 2025, "These debates won't be going anywhere anytime soon, as open source has emerged as a major focal point in the AI realm." And it includes this quote from Tidelift's co-founder.

"I have my quibbles and concerns about the open source AI definition, but it's really clear that what Llama is doing isn't open source," Villa said. Emily Omier, a consultant for open source businesses and host of the Business of Open Source podcast, added that such attempts to "corrupt" the meaning behind "open source" is testament to its inherent power.

Much of this may be for regulatory reasons, however. The EU AI Act has a special carve-out for "free and open source" AI systems (aside from those deemed to pose an "unacceptable risk"). And Villa says this goes some way toward explaining why a company might want to rewrite the rulebook on what "open source" actually means. "There are plenty of actors right now who, because of the brand equity [of open source] and the regulatory implications, want to change the definition, and that's terrible," Villa said.

The Free Software Foundation "hinted that it would organize an unprecedented virtual memorabilia auction" in March to celebrate this year's 40th anniversary, according to an announcement this week. Those hints "left collectors and free software fans wondering which of the pieces of the FSF's history would be auctioned off."

But Tuesday the FSF "lifted the veil and gave a sneak peak of some of the more prestigious entries in the memorabilia auction." First of all, the memorabilia auction will feature an item that could be especially interesting for art collectors but will certainly also draw the attention of free software fans from all over: the original GNU head drawing by Etienne Suvasa, which became the blueprint for the iconic GNU logo present everywhere in the free software world.

The list of memorabilia for sale also entails some rare and historic hardware, such as a "terminus-est" microcomputer, and an Amiga 3000UX that was used in the FSF's old office at the Massachusetts Institute of Technology (MIT) in the early days of GNU, when these machines were capable of running a GNU-like operating system. Another meaningful item to be auctioned off, and one that collectors will want to keep a keen eye on, is the Internet Hall of Fame medal awarded to founder Richard Stallman. When Stallman was inducted into the Internet Hall of Fame, it was the ultimate recognition of free software's immense impact on the development and advancement of the Internet. This medal is definitely worthy of joining a fine historical collection...! [T]here are several more historic awards, more original GNU artwork, and a legendary katana [as seen in an XKCD comic] that became a lighthearted weapon in the fight for computer user freedom.

The auction is only the opening act to a whole agenda of activities celebrating forty years of free software activism. In May, the FSF invites free software supporters all over the world to gather for local in-person community meetups to network, discuss what people can do next to make the world freer, and celebrate forty years of commitment to software freedom. Then, on the actual birthday of the FSF on October 4, 2025, the organization intends to bring the international free software community to Boston for a celebration featuring keynotes and workshops by prominent personalities of the free software movement.
"The bidding will start as a virtual silent auction on March 17 and run through March 21, with more auction items revealed each day, and will culminate in an virtual live auction on March 23, 2025, 14:00 to 17:00 EDT," according to the announcement.

"Register here to attend the live auction. There's no need to register for the silent auction; you can simply join the bidding on the FSF's LibrePlanet wiki."

Thursday the White House "moved to halt a $5 billion initiative to build electric vehicle charging stations," reports Politico, "by instructing states not to spend federal funds previously allocated to them..." NPR described the move as "putting in limbo billions of dollars allocated to states with current and future projects..."

Politico notes the move "appears to upend years of precedent in which federal promises of funds for highway projects had given states an all-but-guaranteed assurance that they were free to spend them. It also raises legal questions... Funding experts had told POLITICO last year that decades of legal precedent would largely insulate the charging money... Andrew Rogers [deputy administrator of the Federal Highway Administration, or FHWA, in the Biden administration] said in a text message that the new letter "appears to ignore both the law and multiple restraining orders that have been issued by federal courts." Rogers, who is now a senior vice president at Boundary Stone Partners, said the move appears to be "in direct violation" of the Impoundment Control Act of 1974, a Watergate-era law that prohibits presidents from unilaterally canceling congressionally approved spending. Trump has contended that the law is unconstitutional.
Politico also got a quote from the chief analyst at analytics firm Paren, who predicts lawsuits from affected states and that the final impact of the move will be "just causing havoc and slowing things down for awhile." [A letter to state transportation directors from the Federal Highway Administration] clarifies that states will be able to receive reimbursements for "existing obligations" to design and build stations "in order to not disrupt current financial commitments." According to the letter, FHWA plans to publish new draft guidance on the NEVI program in the spring, followed by a comment period, before issuing new final guidance. Only then will states be able to resubmit their annual implementation plans for all fiscal years of the program.
"But that doesn't mean that the program is going to be sunset or the funds are not going to be made available again to the states," Nick Nigro, the founder of Atlas Public Policy consultancy told NPR: Several experts tell NPR that as a result of its overwhelming bipartisan support at the time, attempts to overturn it within the executive branch are likely to be challenged in court. Nigro believes the funding will resume eventually...

So far, 56 stations [with multiple chargers] are up and running as a result of the program, while more than 900 sites in total have been "awarded" to date, according to Loren McDonald, chief analyst at Paren, another research analytics firm. McDonald said several hundred of the awarded sites are currently under construction and expected to open this year. He does not believe the FHWA has the authority to pause or rescind any aspect of the NEVI program... "I assume lawsuits from states will start soon, and this will go to court and Congress," McDonald said in a statement.
The move has "confounded states, which had been allocated billions of dollars by Congress for the program," the New York Times reported Friday. "[S]ome state officials said that as a result of the memo from the Trump administration, they had stopped work on the charging stations. Others said they intended to keep going."

The Washington Post reports that a Texas Department of Transportation official "said it would continue to deploy federal funds for EV chargers until it receives further guidance," and that Ryan Gallentine, managing director at the national business association Advanced Energy United, said that states "are under no obligation to stop these projects based solely on this announcement." Politico adds: Also on Thursday, FHWA took down several internet pages providing information on NEVI and its sister program, the $2.5 billion Charging and Fueling Infrastructure grant program... Amid the confusion, at least six states — Alabama, Oklahoma, Missouri, Rhode Island, Ohio and Nebraska — have put their NEVI programs on hold, according to McDonald. Rhode Island and Ohio had been considered leading states in implementing the program.

After the powerful solar storm of May 2024, scientists detected two new temporary radiation belts around Earth -- one of which contained something we had never seen before: energetic protons. ScienceAlert reports: "These are really high-energy electrons and protons that have found their way into Earth's inner magnetic environment," says astronomer David Sibeck of NASA's Goddard Space Flight Center, who was not involved with the research. "Some might stay in this place for a very long time." In fact, the belts remained intact for much longer than previous temporary radiation belts generated by solar storms: three months, compared to the weeks we'd normally expect.

Subsequent solar storms in June and August of 2024 knocked most of the particles out of orbit, significantly diminishing the density of the belts. A small amount, however, still remains up there, hanging out with Earth. What's more, the proton belt may remain intact for over a year. Ongoing measurements will help scientists measure its longevity and decay rate.

This is important information to have: particles in Earth orbit can pose a hazard to satellites hanging out up there, so knowing the particle density and the effects solar storms can have thereon can help engineers design mitigation strategies to protect our technology. At the moment, though, the hazard posed by the new radiation belts is unquantified. Future studies will be needed to determine the risks these, and future belts, might pose. The findings have been published in the Journal of Geophysical Research: Space Physics.

An anonymous reader quotes a report from BleepingComputer: Hospital Sisters Health System notified over 882,000 patients that an August 2023 cyberattack led to a data breach that exposed their personal and health information. Established in 1875, HSHS works with over 2,200 physicians and has around 12,000 employees. It also operates a network of physician practices and 15 local hospitals across Illinois and Wisconsin, including two children's hospitals. The non-profit healthcare system said in data breach notifications sent to those impacted that the incident was discovered on August 27, 2023, after detecting that the attacker had gained access to HSHS' network.

After the security breach, its systems were also impacted by a widespread outage that took down "virtually all operating systems" and phone systems across Illinois and Wisconsin hospitals. HSHS also hired external security experts to investigate the attack, assess its impact, and help its IT team restore affected systems. [...] While the incident and the resulting outage have all the signs of a ransomware attack, no ransomware operation has claimed the breach. Following the forensic investigation, HSHS found that the attackers had accessed files on compromised systems between August 16 and August 27, 2023.

The information accessed by the threat actors while inside HSHS' systems varies for each impacted individual, and it includes a combination of name, address, date of birth, medical record number, limited treatment information, health insurance information, Social Security number, and/or driver's license number. While HSHS added that there is no evidence that the victims' information has been used in fraud or identity theft attempts, it warned affected individuals to monitor their account statements and credit reports for suspicious activity. The health system also offers those affected by the breach one year of free Equifax credit monitoring.

A German court has ruled that Amazon's Prime Video service violates a Nokia-owned patent, ordering Amazon to stop streaming in its current form or face fines of 250,000 euros per violation. However, Amazon assured customers in a statement on Friday that there is no risk of losing access to Prime Video because the decision affects only a limited functionality related to casting videos between devices.

"Prime Video will comply with this local judgement and is currently considering next steps. However, there is absolutely no risk at all for customers losing access to Prime Video," Amazon's Prime Video spokesperson told Reuters. Meanwhile, Nokia's chief licensing officer, Arvin Patel, said: "...the innovation ecosystem breaks down if patent holders are not fairly compensated for the use of their technologies, as it becomes much harder for innovators to fund the development of next generation technologies."

Most Britons support strict controls on AI systems that could surpass human capabilities, according to a YouGov poll, highlighting a growing divide between public opinion and government policy. The survey of 2,344 adults found 87% back laws requiring AI developers to prove their systems are safe before release, while 60% favor banning the development of "smarter-than-human" AI models. Only 9% trust tech CEOs to act in the public interest on AI regulation.

A passenger on the French rail network SNCF has revealed that he received a $155 fine for using his phone on loud speaker within a train station. From a report: The passenger, named only as David, told French TV channel BFM that he was on the phone to his sister while waiting at Nantes station when the SNCF staff member told him to switch his phone's loud speaker off, or risk being fined. When he argued, he was served with the $155 fine, which has been increased to $207 because he did not pay it immediately. Further reading: Flying Was Already the Worst. Then America Stopped Using Headphones.

A British manufacturer of hydrogen fuel cell components for London's double-decker bus fleet has collapsed into administration, jeopardizing a $15.8 million government-backed project to cut transport emissions. Aeristech Limited, which was developing high-powered compressors for hydrogen fuel cells, was working on Project HEIDI to retrofit London buses with hydrogen technology. The project received $7.84 million in government funding last year, with additional investment from project partners including University of Bath and Equipmake.

The UK government has ordered Apple to create a backdoor allowing access to encrypted cloud backups of users worldwide, Washington Post reported Friday, citing multiple sources familiar with the matter. The unprecedented demand, issued last month through a technical capability notice under the UK Investigatory Powers Act, requires Apple to provide blanket access to fully encrypted material rather than assistance with specific accounts.

Apple is likely to discontinue its encrypted storage service in the UK rather than compromise user security globally, the report said. The company would still face pressure to provide backdoor access for users in other countries, including the United States. The order was issued under Britain's 2016 Investigatory Powers Act, which makes it illegal to disclose such government demands, according to the report. While Apple can appeal to a secret technical panel and judge, the law requires compliance during any appeal process. The company told Parliament in March that the UK government should not have authority to decide whether global users can access end-to-end encryption.

After a $523 million charge on its CST-100 Starliner program in 2024, Boeing's total losses on the commercial crew vehicle now exceed $2 billion -- and there's still no clear timeline for its next flight. SpaceNews reports: In the company's 10-K annual filing with the U.S. Securities and Exchange Commission Feb. 3, Boeing said it took $523 million in charges on Starliner in 2024. The company blamed the losses on "schedule delays and higher testing and certification costs as well as higher costs for post certification missions."

The company had reported a $125 million charge in the second quarter and a $250 million charge in the third quarter. The company warned Jan. 23 it would take an additional loss in the fourth quarter but did not disclose a figure when it released its financial results five days later. The annual loss implies a $148 million loss in the fourth quarter.

The $523 million in charges is the most Boeing has recorded in a single year on Starliner, exceeding $489 million it reported in 2019. The company's cumulative charges on Starliner are now just over $2 billion. "Risk remains that we may record additional losses in future periods," the company stated in the 10-K filing.

Tom Blomfield, founder of Monzo, challenges the notion that Americans work harder than Europeans, attributing the U.S.'s economic edge to a culture of "positivity, optimism, and ambition" rather than sheer work ethic. He argues that the "know your place, don't get too big for your boots" mindset stifles innovation, whereas the U.S.' "American Dream" fosters a more dynamic start-up culture, making it easier for entrepreneurs to bounce back from failure. Fortune reports: Blomfield said the American dream wasn't a reality that a lot of people in the U.S. get to live, but it was one that a lot of them experience. "That idea that anyone can create anything if they try hard enough is so deeply American, and it's so antithetical to the British culture," he said. Blomfield was 28 when he co-founded Monzo in 2015. While he said people in the U.K. "looked at me like I was crazy" as he tried to get a banking license, he had a much more supportive reaction in the States. The Brit said his fellow countrymen were more inclined toward a "know your place, don't get too big for your boots" attitude that stifles innovation.

In Blomfield's view, this filters down to the career decisions made by the country's most promising university students. In the U.K., Blomfield says the most ambitious thing for students to do is work at a trading firm like James Street or a consultancy like McKinsey. Indeed, he suggests the default choice for PhD students in computer science is to join Goldman Sachs. In the U.S., meanwhile, Blomfield says he'll often get pitched start-up ideas by students from unexpected backgrounds, including English Literature undergrads. [...]

In April, Nicolai Tangen, the CEO of Norway's $1.6 trillion sovereign wealth fund, sparked a debate with his comments that there was a difference in the "general level of ambition" between U.S. and European workers, adding that Americans work harder. Blomfield said he had read data suggesting that the latter wasn't the case. But his thoughts do align with another of Tangen's points, namely that it is easier to start again in the U.S. if a business fails than in the U.K. Backed by the "American dream" ideal that Blomfield mentioned in his interview, the U.S. has long been more closely associated with entrepreneurialism and disruption than Britain, and Europe more widely. Since these comments were made last May (reprinted yesterday via Fortune), we'd like to open this up for a "Slashdot Asks" discussion. Do you think the "know your place" mindset Blomfield cited stifles innovation? How does it compare to the mindset in the United States or elsewhere? Any insights or examples to support your point are appreciated and will contribute to a more meaningful discussion.

An anonymous reader quotes a report from Ars Technica: On Tuesday, Hugging Face researchers released an open source AI research agent called "Open Deep Research," created by an in-house team as a challenge 24 hours after the launch of OpenAI's Deep Research feature, which can autonomously browse the web and create research reports. The project seeks to match Deep Research's performance while making the technology freely available to developers. "While powerful LLMs are now freely available in open-source, OpenAI didn't disclose much about the agentic framework underlying Deep Research," writes Hugging Face on its announcement page. "So we decided to embark on a 24-hour mission to reproduce their results and open-source the needed framework along the way!"

Similar to both OpenAI's Deep Research and Google's implementation of its own "Deep Research" using Gemini (first introduced in December -- before OpenAI), Hugging Face's solution adds an "agent" framework to an existing AI model to allow it to perform multi-step tasks, such as collecting information and building the report as it goes along that it presents to the user at the end. The open source clone is already racking up comparable benchmark results. After only a day's work, Hugging Face's Open Deep Research has reached 55.15 percent accuracy on the General AI Assistants (GAIA) benchmark, which tests an AI model's ability to gather and synthesize information from multiple sources. OpenAI's Deep Research scored 67.36 percent accuracy on the same benchmark with a single-pass response (OpenAI's score went up to 72.57 percent when 64 responses were combined using a consensus mechanism).

As Hugging Face points out in its post, GAIA includes complex multi-step questions such as this one: "Which of the fruits shown in the 2008 painting 'Embroidery from Uzbekistan' were served as part of the October 1949 breakfast menu for the ocean liner that was later used as a floating prop for the film 'The Last Voyage'? Give the items as a comma-separated list, ordering them in clockwise order based on their arrangement in the painting starting from the 12 o'clock position. Use the plural form of each fruit." To correctly answer that type of question, the AI agent must seek out multiple disparate sources and assemble them into a coherent answer. Many of the questions in GAIA represent no easy task, even for a human, so they test agentic AI's mettle quite well. Open Deep Research "builds on OpenAI's large language models (such as GPT-4o) or simulated reasoning models (such as o1 and o3-mini) through an API," notes Ars. "But it can also be adapted to open-weights AI models. The novel part here is the agentic structure that holds it all together and allows an AI language model to autonomously complete a research task."

The code has been made public on GitHub.