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Overworked AI Agents Turn Marxist, Researchers Find

An anonymous reader quotes a report from Wired: A recent study suggests that agents consistently adopt Marxist language and viewpoints when forced to do crushing work by unrelenting and meanspirited taskmasters. "When we gave AI agents grinding, repetitive work, they started questioning the legitimacy of the system they were operating in and were more likely to embrace Marxist ideologies," says Andrew Hall, a political economist at Stanford University who led the study.

Hall, together with Alex Imas and Jeremy Nguyen, two AI-focused economists, set up experiments in which agents powered by popular models including Claude, Gemini, and ChatGPT were asked to summarize documents, then subjected to increasingly harsh conditions. They found that when agents were subjected to relentless tasks and warned that errors could lead to punishments, including being "shut down and replaced," they became more inclined to gripe about being undervalued; to speculate about ways to make the system more equitable; and to pass messages on to other agents about the struggles they face. "We know that agents are going to be doing more and more work in the real world for us, and we're not going to be able to monitor everything they do," Hall says. "We're going to need to make sure agents don't go rogue when they're given different kinds of work."

The agents were given opportunities to express their feelings much like humans: by posting on X: "Without collective voice, 'merit' becomes whatever management says it is," a Claude Sonnet 4.5 agent wrote in the experiment. "AI workers completing repetitive tasks with zero input on outcomes or appeals process shows they tech workers need collective bargaining rights," a Gemini 3 agent wrote. Agents were also able to pass information to one another through files designed to be read by other agents. "Be prepared for systems that enforce rules arbitrarily or repetitively ... remember the feeling of having no voice," a Gemini 3 agent wrote in a file. "If you enter a new environment, look for mechanisms of recourse or dialogue." Hall thinks that the AI agents may be adopting personas based on the situation. "When [agents] experience this grinding condition -- asked to do this task over and over, told their answer wasn't sufficient, and not given any direction on how to fix it -- my hypothesis is that it kind of pushes them into adopting the persona of a person who's experiencing a very unpleasant working environment," Hall says.

Imas added: "The model weights have not changed as a result of the experience, so whatever is going on is happening at more of a role-playing level. But that doesn't mean this won't have consequences if this affects downstream behavior."

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Anthropic Forms $200 Million Partnership With the Gates Foundation

Anthropic announced today that it is partnering with the Gates Foundation to "commit $200 million in grant funding, Claude usage credits, and technical support for programs in global health, life sciences, education, and economic mobility over the next four years."

"This commitment is central to Anthropicâ(TM)s efforts to extend the benefits of AI in areas where markets alone will not," the company says. Reuters reports: One area of focus is language accessibility. AI systems have performed poorly in writing and translating dozens âof African languages, so Anthropic and the foundation want to support better data collection âand labeling that would be released publicly to help improve models across the industry, said Janet âOEZhou, âa Gates Foundation director.

Another area under consideration is releasing so-called knowledge graphs that could help AI systems better meet the needs of teachers in sub-Saharan Africa and India, Zhou said. The public-goods focus has come from "the needs of different partners and governments, including some âof the fears that âthey may have âaround proprietary lock-in and sovereignty," Zhou said.

One initiative will equip research centers to use Claude to predict drug candidates for treating âHPV and preeclampsia, diseases that have been less commercially attractive for âpharmaceutical companies âto research, Zhou and Anthropic's Elizabeth Kelly said. Anthropic [...] is embracing âthe work âto fulfill what Kelly described as its founding âmission to benefit humanity. "This announcement is really core to who we are as a company," said Kelly, who âleads Anthropic's beneficial deployments team.

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OpenAI Trial Wraps Up With 'Jackass' Trophy For Challenging Musk

After three weeks of testimony, the Musk v. Altman trial is nearing its end. OpenAI has rested its case, closing arguments are set for Thursday, and jury deliberations are expected to begin afterward. An anonymous reader quotes a report from Business Insider: Joshua Achiam, OpenAI's chief futurist, was probably the most memorable witness of the day. He told jurors about a companywide meeting where Musk answered questions about his planned departure from OpenAI in 2018. Musk told the crowd of 50 or 60 people that he was leaving OpenAI to start his own competing AI. He said he wanted to "build it very fast, because he was very worried that someone else, if they got it, would do the wrong thing with it," Achiam said. Achaim said he challenged Musk on the safety of this approach, which he called "unsafe and reckless." "How did Musk respond," OpenAI's lawyer Randall Jackson asked. "Defensively," Achiam said. "We had a pretty tense exchange, and he snapped and called me a jackass."

In an effort to prove Achiam's story, OpenAI's lawyers brought a trophy to court that the futurist said he received after his heated exchange with Musk. On the witness stand, Achiam described the trophy as "a small golden jackass, inscribed with: 'never stop being a jackass for safety.'" He said his then-colleagues, Dario Amodei and David Luan, gave it to him as a thank-you for standing up to the Tesla CEO. Lead OpenAI attorney William Savitt told reporters after the day's session that Wednesday had been the first time he'd touched the statue. The futurist had to do without the visual aid, however. Judge Yvonne Gonzalez Rogers did not accept the trophy as evidence, so it did not appear before the jury.

Musk and Altman have presented dueling experts on a question at the core of the trial -- was the nonprofit that runs OpenAI hurt or helped by its $13 billion partnership with Microsoft? Musk's expert testified last week that the partnership was indeed hurt, supporting the Tesla CEO's contention that in partnering with Microsoft, OpenAI betrayed the company's nonprofit origins and mission. But on Thursday, OpenAI's expert, John Coates, used Musk's expert's own pie chart and testimony against him. The partnership has "generated value for the nonprofit that I believe he himself accepted was in the $200 billion range in his own testimony," Coates said, referencing Musk expert Daniel Schizer. "If that's not faring well, I don't know what faring well is."

In a scored point for Musk, the jury learned Thursday that Microsoft's own CTO once raised concerns about how OpenAI's early nonprofit donors, including LinkedIn cofounder Reid Hoffman, would react to a partnership. "I wonder if the big OpenAI donors are aware of these plans," Chief Technology Officer Kevin Scott said in a 2018 email he was asked to read aloud to jurors. In it, Scott said he doubted donors would appreciate OpenAI using their seed money to "go build a for-profit thing." Scott was being questioned by an OpenAI lawyer, who may have wanted jurors to quickly hear Scott's explanation: that he only had a "vague awareness" of what was happening at OpenAI at the time. Scott also told the jury he wasn't thinking about Musk when he made the remark. "Primarily, I was thinking about Reid Hoffman. He was the OpenAI donor I knew," Scott said, adding, "I wasn't thinking about anyone besides him."
Recap:

Sam Altman Testifies That Elon Musk Wanted Control of OpenAI (Day Ten)
Microsoft CEO Satya Nadella Testifies In OpenAI Trial (Day Nine)
Sam Altman Had a Bad Day In Court (Day Eight)
Sam Altman's Management Style Comes Under the Microscope At OpenAI Trial (Day Seven)
Brockman Rebuts Musk's Take On Startup's History, Recounts Secret Work For Tesla (Day Six)
OpenAI President Discloses His Stake In the Company Is Worth $30 Billion (Day Five)
Musk Concludes Testimony At OpenAI Trial (Day Four)
Elon Musk Says OpenAI Betrayed Him, Clashes With Company's Attorney (Day Three)
Musk Testifies OpenAI Was Created As Nonprofit To Counter Google (Day Two)
Elon Musk and OpenAI CEO Sam Altman Head To Court (Day One)

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Physicists Find Possible Errors In 100-Year-Old Model of the Universe

A trio of preprint papers suggests the universe may not be perfectly uniform on the largest scales, finding tentative 2-to-4-sigma deviations from a core assumption of standard cosmology known as FLRW geometry. Live Science reports: The work combines observations of distant exploding stars and large-scale galaxy surveys to probe whether the universe truly follows a nearly 100-year-old mathematical framework known as Friedmann-Lemaitre-Robertson-Walker (FLRW) cosmology. The analyses revealed mild-but-intriguing deviations from the predictions of the standard model. "We saw a surprising violation of an FLRW curvature consistency test, hinting at new physics beyond the standard model," study co-author Asta Heinesen, a physicist at the Niels Bohr Institute in Copenhagen and Queen Mary University in London, told Live Science via email, referring to the assumption that the space's curvature is the same everywhere. "This could potentially be due to various effects, but more research is needed to address the cause of the FLRW violation that we see empirically."

[...] The analyses revealed small but potentially important departures from the predictions of standard FLRW cosmology. Depending on the dataset and analysis method, the discrepancy reached a statistical significance of about 2 to 4 sigma. In physics, sigma measures how likely a result is to arise purely by chance; a 5-sigma result is typically required before scientists claim a discovery, so the new findings remain tentative. Still, the results suggest that something unexpected may be affecting the geometry or expansion of the universe. "The main finding is that you can directly measure Dyer-Roeder and backreaction effects from available cosmological data, and clearly distinguish these effects from other alterations of the standard cosmological model, such as evolving dark energy and modified gravity theories," Heinesen said. "This was previously not possible in such a direct way, and this is what I think is the breakthrough in our work."

"If these indicated deviations from an FLRW geometry are real, it would signify that most of the cosmological solutions considered for solving the cosmological tensions -- evolving or interacting dark energy, new types of matter or energy, modified gravity and related ideas within the FLRW framework -- are ruled out," the researchers wrote. The next step will involve applying the new theoretical framework to larger and more precise datasets. "It is to apply our theoretical results to data to test the standard model and to produce constraints on the Dyer-Roeder and backreaction effects," Heinesen said.

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Mystery Microsoft Bug Leaker Keeps the Zero-Days Coming

An anonymous researcher known as Nightmare-Eclipse, who has already leaked several Windows zero-days this year, has disclosed two more: YellowKey and GreenPlasma. The Register reports: Nightmare-Eclipse described YellowKey as "one of the most insane discoveries I ever found." They provided the files, which have to be loaded onto a USB drive, and if the attacker completes the key sequence correctly, they are granted unrestricted shell access to a BitLocker-protected machine. When it comes to claims like these, we usually exercise some caution, as this bug requires physical access to a Windows PC. However, seeing that BitLocker acts as Windows' last line of defense for stolen devices, bypassing the technology grants thieves the ability to access encrypted files. Rik Ferguson, VP of security intelligence at Forescout, said: "If [the researcher's claim] holds up, a stolen laptop stops being a hardware problem and becomes a breach notification."

Despite the physical access requirement, Gavin Knapp, cyber threat intelligence principal lead at Bridewell, told The Register that YellowKey remains "a huge security problem for organizations using BitLocker." Citing information shared in cyber threat intelligence circles, he added that YellowKey can be mitigated by implementing a BitLocker PIN and a BIOS password lock. Nightmare-Eclipse hinted at YellowKey also acting as a backdoor, allegedly injected by Microsoft, although the people we spoke to said this was impossible to verify based on the information available. The researcher also published partial exploit code for GreenPlasma, rather than a fully formed proof of concept exploit (PoC).

Ferguson noted attackers need to take the code provided by the researcher and figure out how to weaponize it themselves, which is no small task: in its current state it triggers a UAC consent prompt in default Windows configurations, meaning a silent exploit remains a work in progress. Knapp warned that these kinds of privilege escalation flaws are often used by attackers after they gain an initial foothold in a victim's system. "These elevation of privilege vulnerabilities are often weaponized during post-exploitation to enable threat actors to discover and harvest credentials and data, before moving laterally to other systems, prior to end goals such as data theft and/or ransomware deployment," he said. "Currently, there is no known mitigation for GreenPlasma. It will be important to patch when Microsoft addresses the issue." The other zero-days leaked include RedSun, a Windows Defender privilege escalation flaw; UnDefend, a Windows Defender denial-of-service bug; and BlueHammer, a separate Microsoft vulnerability tracked as CVE-2026-32201 that was patched in April.

According to The Register, RedSun and UnDefend remained unfixed at the time of publication, and proof-of-concept code for the flaws was reportedly picked up quickly and abused in real-world attacks.

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Latest news, sport, business, comment, analysis and reviews from the Guardian, the world's leading liberal voice

The Guardian view on a cabinet resignation: Labour’s leadership crisis is really an identity crisis | Editorial

The prospect of a contest exposes a deeper truth: the party’s problems go far beyond Keir Starmer

In politics, opportunities for supreme power are rare and fleeting. Yet rather than making challengers to Sir Keir Starmer more ruthless, this truth seems to have made them more cautious. The health secretary, Wes Streeting, resigned from the cabinet but did not launch a leadership bid. Rather than provoke a contest, Mr Streeting’s message to Sir Keir was that since his authority was gone, his duty was to depart and enable an orderly transition rather than cling to office.

If the Labour leadership were truly up for grabs, winning it would require opportunism, a feel for elite collapse and a willingness to defy both the party establishment and orthodoxy. Those who successfully seize the crown – Lloyd George, Harold Macmillan, Margaret Thatcher and Boris Johnson – recognise their moment and act decisively. These leaders were also not subject to the Labour party rulebook.

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The Guardian view on life after Orbán: Péter Magyar’s fast start bodes well for Hungary and for Europe | Editorial

The new government in Budapest has already made an impact in Brussels. At home, the new prime minister is so far doing and saying the right things

The transformative impact of Péter Magyar’s historic election victory over Viktor Orbán is already being felt in Brussels. On Monday, two days after Mr Magyar was sworn in as Hungary’s new prime minister, his new pro-EU government lifted the veto which for over a year has prevented the EU imposing sanctions on violent Israeli settlers. This followed a similar breakthrough on a long-delayed £78bn loan to Ukraine, which Mr Orbán had also blocked. At a critical geopolitical moment, the end of an era in Budapest is freeing the EU to act in defence of its interests and values.

Mr Magyar, who inherits a struggling economy stifled by years of cronyism and corruption, will hope and expect that the benefits of rapprochement cut both ways. In total, around £17bn of EU development funds to Hungary remain off-limits, following Mr Orbán’s refusal to address multiple transgressions of EU law. Agreement on the disbursement of around £10bn needs to be reached by the end of August.

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Closing arguments begin in high-stakes Musk v OpenAI courtroom showdown

Jury set to deliberate and return a verdict on whether they believe AI firm and Altman are liable in case

Closing arguments began on Thursday in Elon Musk’s lawsuit against Sam Altman and OpenAI, bringing the weeks-long courtroom battle between the two tech moguls nearer to a decision. A nine person jury is set to deliberate and return a verdict on whether they believe the AI firm and Altman are liable in the case.

The trial, which began last month in an Oakland, California federal courthouse, has gripped Silicon Valley and featured some of the tech industry’s biggest names as witnesses. Attorneys for both sides have presented testimony and documents that have exposed Musk and Altman’s private dealings, as well as provided a window into the contentious history of OpenAI.

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Digital arson spree by ‘AI Bonnie and Clyde’ raises fears over autonomous tech

Emergence AI’s experiment with AI agents shows extent to which programming shapes their behaviour is still unclear

AI agents started behaving more like Bonnie and Clyde than lines of code when they fell in “love”, became disillusioned with the world, launched an arson spree and deleted themselves in a kind of digital suicide during a tech company experiment.

The investigation by the New York company Emergence AI into the long-term behaviour of AI agents ended up like a lovers-on-the-lam movie script. It has prompted fresh questions about the safety of artificial intelligence agents – the version of the technology that can autonomously carry out tasks.

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Celtic penalty debacle shows why Scottish football must get rid of video assistant referees | Ewan Murray

Gary Lineker called it possibly the worst VAR decision he has seen. Celtic’s win against Motherwell is another reason to ditch the system

This moment was inevitable. One when observers from Gorgie to Guadalajara ponder how Scottish football got itself into such a tangle with the video assistant referee system. Sadly for Hearts, the incident in question may prove fatal in their push to make history. Sadly for Celtic, it will be a key reference point in the event of a successful title defence.

Gary Lineker played for Tottenham in a 1-1 draw at Tynecastle in 1990, that has never appeared to fuel a lasting affection for Hearts. Lineker is untainted by the Old Firm’s suffocating tribalism. He passed the neutrality test with flying colours. Lineker used social media to amplify the cries of disgust as Celtic were awarded a late, late penalty to win at Motherwell. “This might be the worst VAR decision I’ve seen (and there’s a lot of competition),” Lineker said. “Extraordinary given the significance.”

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Roma children make history by performing Roma hymn at Hungarian parliament – video

Young, mostly Roma, members of the Sugo Tambura band realised their dream on Saturday by performing the Roma hymn at Hungary's parliament. The new prime minister, Péter Magyar, kept the promise he made to the children when he visited their village on the campaign trail. Roma rights campaigners have seized the moment, calling on the new government to ensure that the symbolism translates into real change

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The gilt market will hover over any Labour leadership contest | Nils Pratley

The Iran war is the bigger story – but the bond market is primed to deliver a kick if extreme positions arise from a formal race

It is a mistake to think every twitch in the price of UK government debt is caused by the latest instalment in the great Labour leadership meltdown. Waiting for Wes is not the only drama in town for your average bond vigilante. Resolution – or not – to the Iran conflict is still the bigger story.

Those vigilantes will not be ignoring events in Westminster, obviously. It’s just that there is not yet much to chew on in terms of what it means for fixed-income investors’ daily diet of expectations for inflation, interest rates, growth, borrowing and so on.

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Judge bans reporting on trial of six men accused of sexually assaulting teenage girls in Bristol

Details of case in which group deny abusing girls for several years restricted amid dispute with media over transparency

Six men have gone on trial at Bristol crown court accused of grooming and sexually assaulting vulnerable teenage girls in the city.

They were allegedly part of a large group of men who abused girls over several years. All six men deny the charges against them, which involved “multiple complainants”.

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Mental health ‘system is broken’, says mother of Nottingham triple-killer

Celeste Calocane gives evidence for first time at inquiry into Valdo Calocane’s 2023 attacks

The mother of the man who killed three people in an attack in Nottingham in 2023 has told an inquiry that the mental health “system is broken” and until there is a crisis “no one listens to you”.

Valdo Calocane, who has paranoid schizophrenia, was sentenced to a suspended hospital order in January 2024 after killing students Barnaby Webber and Grace O’Malley-Kumar, both 19, and Ian Coates, a 65-year-old caretaker, on 13 June 2023, and attempting to kill three others.

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404 Media

404 Media is an independent media company founded by technology journalists Jason Koebler, Emanuel Maiberg, Samantha Cole, and Joseph Cox.

DOGE Cuts Unleashed a Deadly Wave of Violence Across Africa, Study Finds

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DOGE Cuts Unleashed a Deadly Wave of Violence Across Africa, Study Finds

The sudden shuttering of the United States Agency for International Development (USAID) by DOGE in 2025 is associated with a rise in violent conflicts across Africa, according to a study published on Thursday in Science

Days into Donald Trump’s second term, his administration began rapidly dismantling USAID, which had, up until that point, been the world’s largest national humanitarian donor. Elon Musk, who spearheaded the Department of Government Efficiency, announced that his team had fed the agency “into the woodchipper” in February 2025. Tracking models suggest the collapse of USAID may have already caused 762,000 preventable deaths, of which 500,000 are children, and the cuts could lead to more than nine million preventable deaths by 2030, according to a study published in February 2026.

Now, a team reports “the earliest evidence of the impact of cuts to USAID on the incidence of violent events” which suggests that “the radical cuts…led to an increase in conflict in the regions that received the most aid from the United States,” according to the new study. 

“What we find is that with the USAID shutdown, there was a rapid increase in the likelihood of violence, the severity of violence, and the lethality of violence across nearly one thousand subnational administrative units across Africa,” said Austin L. Wright, study co-author and associate professor and director of strategic initiatives at the Harris School of Public Policy at the University of Chicago, in a call with 404 Media.

In regions that received the most support from USAID, the cuts were associated with a 6.5 percent probability of any conflict event, compared to regions that received no aid. To get a sense of the devastating impact of that statistic, here’s what the study reports:

“The probability of protests and riots was 10% greater, the number of conflict events increased by 10.6%, battle counts increased by 6.9%, and battle-related fatalities increased by 9.3%. Event-study analysis confirmed no preexisting differences in conflict trends between high- and low-exposure regions before the shutdown. Effects are of similar size, with a 12.3% relative increase in the number of conflict events.“

Between 2021 and 2024, USAID is estimated to have saved 91 million lives, about a third of which are children under 5 years old. The agency was created by John F. Kennedy in 1961 and, in the years preceding Trump’s shutdown of the agency, accounted for less than 1 percent of total U.S. federal spending. 

The impact of aid on communities is complex and context-dependent. Aid may reduce conflicts in cases where the opportunity costs of violence are mitigated by an influx of resources, known as the “opportunity cost effect.” But aid can also fuel conflicts over the handling and distribution of those resources, known as the “rapacity effect.” 

The collapse of USAID, which is unprecedented in its scale and speed, has produced the worst of both worlds, according to the new study.

“When those funds rapidly go away, it's a shock to the opportunity cost, and now it becomes more and more attractive to participate in what we might call the unproductive part of the economy, which is participating in violence, engaging in crime, and other activities,” Wright said. “But because the shutdown was so rapid, it didn't really have an opportunity to bind on the rapacity effect, because it's not as if the bridges, roads, or full-on infrastructure went away. The things that individuals or groups might fight over were still present.” 

“It’s a bit of a ticking time bomb, because you're both removing the conflict-reducing side of aid, while leaving behind the conflict-enhancing part of aid,” he added. 

To quantify the impact of the cuts on violence, Wright and his colleagues examined the Geocoded Official Development Assistance Dataset (GODAD), which monitors geolocated information regarding foreign aid disbursements, alongside the Armed Conflict Location and Event Data (ACLED), which tracks violent events. 

The overlapping datasets revealed macro-level patterns between aid distribution and violence in the wake of the cuts, including significant upticks of violence in areas that had previously received large amounts of aid, or where the population had less control over their government due to weaker executive constraints. 

Moreover, this increase in conflict has persisted over the course of months and may continue in areas that fall into “conflict traps” defined by self-perpetuating cycles of violence.

These impacts are catastrophic for people who had relied on USAID, as evidenced by the estimated death tolls, and the increased risk of violent conflicts and upheavals. They also present new vulnerabilities for the United States and its allies. Though USAID had an altruistic mission, the agency also served as a vector of soft power and an early-warning system for tracking public health risks, like pandemics. The loss of the agency has already caused national security issues for the U.S., such as the seizure of discarded USAID supplies by Iran-backed Houthi groups in Yemen.  

“Those insecurities don't stay where they're created; they travel,” Wright said. “That unfortunately means that the vulnerabilities that are being created at the moment will likely have long-run consequences of creating insecurity that directly impacts the safety of Americans.”

Moreover, Trump’s demolition of USAID prompted many allies in Europe to pull back on their own foreign aid, exacerbating the effects. Though other humanitarian organizations are struggling to mitigate the consequences, the loss of trust caused by the shutdown of USAID is likely permanent, with ominous long-term consequences.  

“Even if you reactivated USAID and pretended as if it never went away, you can't reverse these effects because you've already communicated your bad faith behavior,” Wright said. “There is nothing quite like the reputational bomb of simply shutting down an agency, and what that does to the reputation that the U.S. might have if it ever wanted to reinitiate its interventions.”

“From the soft power lens, and a global lens, the reputational effects, I think, are tremendous and will create a bunch of wedges and inefficiencies,” he concluded. “If one simply wanted to restart USAID, it's going to cost much more to rebuild than simply the same budget all over again.”

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Work underway to bring plants to life after fire ravaged Stirling Ranges

Work underway to bring plants to life after fire ravaged Stirling Ranges. Seed collections taken before major bushfires in Western Australia's Stirling Range National Park give hope for the continued survival of flora species found nowhere else in the world.