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The CDC estimates that 19 drug-resistant pathogens cause 9.7 million infections and more than 50,000 deaths annually in the U.S., with resistance continuing to outpace development of new treatments. "The agency considers this problem to be one of our most urgent public health threats," reports NBC News. From the report: The report is the CDC's first comprehensive assessment of these drug-resistant pathogens in seven years. [...] The new report offers a detailed picture of these threats in the U.S., including a ranking of which are the most urgent concerns, based on the number and severity of infections they cause and how easily preventable or transmissible they are. The ranking also factors in how many treatment options exist and their costs. [...] The report estimates that 19 drug-resistant germs cause 9.7 million infections annually in the U.S. Of these, four pathogens are ranked as most worrisome, including the fungus Candida auris and the bacteria that causes gonorrhea, which has become resistant to all but one class of antibiotics used to treat it. The other two urgent threats, according to the CDC, are the bacteria Acinetobacter and Enterobacterales, both of which are resistant to a class of antibiotics widely considered a "last resort" for patients. In addition, the report adds a new bacteria to the list of "concerning" threats, which are considered less worrisome but still warrant monitoring: neisseria meningitidis, which causes meningococcal disease. The rare but life-threatening illness can be prevented through childhood vaccinations, but the bacteria that causes it is slowly developing a resistance to penicillin and another antibiotic called ciprofloxacin. The report also offers some good news: The CDC determined that the bacteria Clostridioides difficile, or "C. diff," which causes diarrhea and inflammation of the colon and can be deadly, is causing fewer cases year over year. The agency downgraded it to a serious threat, whereas it was categorized as urgent in the prior version of the report, which came out in 2019.

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An anonymous reader quotes a report from CBS News: Greenhouse gas concentrations in the atmosphere rose to record highs in 2025, locking in climate impacts that will persist for centuries, the United Nations said on Tuesday. Levels of the three main greenhouse gases -- the climate-warming carbon dioxide, methane and nitrous oxide -- all rose to unprecedented figures in 2025, the U.N.'s weather and climate agency said. The World Meteorological Organization said the rise would lead to more long-term temperature increases for the planet. The bulletin looks at greenhouse gas concentrations -- the amount of those gases in the atmosphere -- rather than new annual emissions amounts as the world burns more coal, oil and gas. In 2025, carbon dioxide concentrations were at 426.8 parts per million (ppm); methane at 1,948 parts per billion, and nitrous oxide at 339.1 parts per billion. That takes them, respectively, to 153%, 267% and 126% of the pre-industrial levels witnessed before 1750. Of the three major greenhouse gases, CO2 accounts for about 66% of the warming effect on the climate. Around half of the total CO2 emitted each year remains in the atmosphere; the rest is absorbed by the land and oceans. From 2024 to 2025, the global average concentration of CO2 rose by 2.8 ppm -- smaller than the record surge from 2023 to 2024 of 3.6 ppm. WMO senior scientific officer Oksana Tarasova said this reflected the "recovery of the land carbon sinks and reduced fire carbon emissions in 2025 after the strong 2023/2024 El Nino," the naturally occurring, climate-warming weather phenomenon. "However, a 2.8 ppm annual increase is still a substantial addition of carbon to the atmosphere from fossil fuel burning." It is also above the average growth rate for the past decade of 2.6 ppm -- a figure that stood at 0.8 ppm in the 1960s. "Another year, another new record," said WMO Deputy Secretary-General Ko Barrett. "Greenhouse gases are trapping an unprecedented amount of heat in the atmosphere, providing energy for more extreme weather and associated risks to our economies and societies. Further reading: UN Says Breaching 1.5C Warming Limit Is 'Imminent and Unavoidable'

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Ford's upcoming $28,350 Fathom electric truck will include a built-in inverter capable of supplying up to 10 kW of AC power to a home, bringing bidirectional charging to a significantly cheaper EV. Owners will still need additional Ford home hardware for features like outage backup and peak-rate energy management, but the company expects the necessary equipment to cost substantially less than its previous-generation system. CNET reports: The upcoming Fathom will be based on what Ford calls its Universal EV Platform, designed with the aid of its 2023 acquisition, startup Auto Motive Power, with bidirectional power on the plate from the start. The hardware required to invert the battery's DC energy to an estimated 10 kW of AC home power will be built into the truck, so it won't require a separate wall-mounted inverter box. Ford says the Fathom's system will meet all applicable UL 1741 requirements and IEEE 1547 standards to ensure the vehicle is safely connected to the grid. As for the actual hardware you plug into your car, all signs point to the Fathom using the NACS plug type pioneered by Tesla and now widely adopted by new EVs in North America. In terms of the communication standard -- the one that governs how AC power is routed from the slim wall box to the car's onboard charger -- that'll be via SAE J3068, a software protocol developed for high-power, heavy-duty AC charging. [...] However, while Fathom's Universal EV Platform eliminates the need for a wall inverter box, it doesn't completely bypass the need for additional hardware to make your home ready to accept bidirectional power. Say you wanted to take advantage of the Home Power Management feature to draw energy into the Fathom's battery when power is cheapest, and then use that energy to offset peak-hour usage when power is most expensive. You'll have to install at least the Ford Home Power Station in your home, at an additional cost. The automaker hasn't specified pricing, but says that it's working to reduce costs and expects this component alone to cost half as much as the first-generation Ford Home Energy system, which debuted at around $1,300. That could put the new system at roughly $650.

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Intel, Oracle, IBM and IonQ have joined a growing list of companies objecting to having tokenized versions of their shares traded through OKX and Intercontinental Exchange's blockchain venture, bringing the total number of objections to 26. About 37% of the companies on OKXICE's original list have now opted out, according to CoinDesk. From the report: The four companies were named in an updated public notice (PDF) dated Monday, Oct. 26, from OKXICE, the two firms' joint venture. They join earlier objectors including Microsoft, Alphabet, Goldman Sachs, Cisco and Wells Fargo. The growing list underscores a hurdle for OKXICE and the SEC's new framework for tokenized stock trading: building a market that issuers are willing to join. The agency's five-year "Innovation Exemption" gives qualifying venues room to test round-the-clock blockchain-based trading of stocks, and it also gives public companies an option to block their shares from being offered. OKXICE issued its initial public notice on Oct. 4, outlining plans to use Uniswap v4 liquidity pools on OKX's XLayer blockchain, with transactions settled in stablecoins. The venue would use automated market makers -- software that executes trades through pools of assets rather than matching buyers and sellers through a conventional order book. Under the framework, venues must notify issuers and give them 30 days to object before offering tokenized versions of their shares.

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Ars Technica's Dan Goodin reports: Defenders across the world face the burden of responding to yet another botched code-execution vulnerability, this time in boot-time firmware used by most of the world's server vendors and data centers. The vulnerability, with a severity rating of 9.5 out of 10, resides in the TianoCore EDK II, an open source codebase that hardware makers and cloud providers use to create the UEFI firmware that runs during the boot-up sequence. Last year, a representative of the UEFI Forum called (PDF) EDK2 the "preeminent solution / implementation of the UEFI specifications." Virtually all UEFI suppliers (sometimes still called IBVs or independent BIOS vendors), including AMI, Insyde, and Phoenix, use the reference code extensively. Project Mu, Microsoft's hardened EDK2 fork, used the code containing the vulnerable component as well. The vulnerability, tracked as CVE-2026-97631, is a memory-corruption flaw in an ICMP component that attackers can exploit to execute malicious code that runs before the operating system and firmware can implement defenses like Secure Boot, which establishes a chain of trust for all code, including the Trusted Platform Module (TPM), loaded during boot. While final payloads delivered by CVE-2026-97631 have no persistence -- meaning they run only once -- they can give attackers a wide opening to install other payloads that also run each time early in the boot process. The parties that discovered CVE-2026-97631 -- Alex Matrosov of Anthropic and Dan Holmes of Google -- had arranged for it to stay under wraps until a coordinated disclosure that was scheduled for January. AMI, a maker of motherboards and other hardware, published this pull request last month that detailed the vulnerability and included a code fix. Once the post came to the attention of the discovering parties, TianoCore Project members published a public advisory last week. With publicly available patch code, it will be trivial for advanced hackers to learn how the vulnerability is triggered and to build working exploits. Further compounding the urgency, patching UEFI code vulnerabilities in millions of end devices sold and used by thousands of hardware makers and cloud providers is cumbersome and time-consuming.

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An anonymous reader quotes a report from TechCrunch: Google DeepMind released its newest world model, Genie 4, in research preview on Tuesday. The latest model generates the most photorealistic and interactive worlds yet, allowing users to type prompts mid-simulation to change the scene. The model also generates real-time audio that matches the simulated world, including music, ambient noises, and interactive dialogue. [...] Google released its predecessor, Genie 3, as a research preview a little over a year ago. Aside from being far more photorealistic and featuring audio, Genie 4 allows for freeform edits, like changing the weather or camera angle in real time or adding new people or objects. It can maintain a consistent scene for up to two minutes, double its predecessor's limit, and offers better physics and more human-like characters. Gemini, Google's AI model, is also mo "What we'll increasingly see in the future are these hybrid world models, where you have a combination of Gemini writing code and text, and Genie ingesting that in real time and simulating reality at different levels of abstraction," Tejas Kulkarni, research director at Google, said during a briefing. Genie 4 is now available to select testers, with a broader rollout planned in the coming weeks for Google AI Ultra subscribers. You can watch a demo of Genie 4 on YouTube.

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Longtime Slashdot reader fadethepolice writes: Anduril, arguing that its manufacturing capabilities are directly applicable to laptop manufacturing, is starting a project for a fully 100% U.S.-sourced laptop. The computer will use a Qualcomm Snapdragon SoC. I did not see any information about the OS, but I'm assuming that, given the type of processor, this will be Linux-based? "Other companies might design their computers in the U.S., Anduril makes them here,â the Anduril founder Palmer Luckey said in a YouTube video. "We're making parts out of metals that the U.S. knows how to extract, knows how to refine, knows how to process, and knows how to mill at scale at a reasonable price; and that goes for the entire laptop. The same thing goes for the battery technology." The project, called BlueChip, "will take a phased approach, beginning with expanding domestic sourcing and manufacturing, progressing toward eliminating reliance on foreign suppliers, and ultimately establishing an end-to-end American supply chain." The first device is expected in April 2027. A press release with additional information is available here.

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Apple has acknowledged an inner-display defect affecting a small number of its new $1,999 iPhone Duo foldables after customers reported hearing a crunch while unfolding the device before cracks, lines and other display failures appeared along the crease. Apple is replacing affected phones and investigating the problem. iFixit believes a failing hinge component may be pressing into and cracking the display rather than the panel itself being defective. Bloomberg reports: Reports of the problem first surfaced on Reddit and other social media sites. Bloomberg News has since independently verified the issue with more than half a dozen customers, who provided photos showing damage to their devices or evidence of their support conversations with Apple. Apple acknowledged the issue in a statement, saying it was "aware of an issue impacting the inner display on a small number of iPhone Duo units." "If users experience issues with their iPhone Duo display, they should contact AppleCare for a replacement," the Cupertino, California-based company said. Most Duos aren't affected by the problem, and the units that are impacted exhibit the defect quickly, Apple said.

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An anonymous reader quotes a report from ProPublica: A Florida man who was the subject of a 2019 investigation by ProPublica was indicted last month on federal charges that he defrauded clients of his ransomware data recovery firm. According to the Justice Department, the man, Zohar Pinhasi, told customers he could recover their encrypted files without having to pay hackers, when, in reality, he paid the ransom and charged victims a hefty fee on top. The indictment mirrors the findings from ProPublica's 2019 article "The Trade Secret," which centered on Pinhasi and his scheme. The outlet found that the ransomware victims were being harmed twice: once by the hackers, who locked their targets' files and demanded ransom, and a second time by MonsterCloud, Pinhasi's Florida-based data recovery firm, which misled its clients about not paying ransoms. "By falsely claiming to decrypt ransomware without paying off the ransomers, the defendant re-victimized his clients while extracting a hefty profit for himself," U.S. Attorney Joseph Nocella said in an Oct. 7 press release. "Our Office will vigorously prosecute ransomware attackers who prey on Americans from across the world and those who cynically profit from their criminal activity." [...] Pinhasi, who went by the alias Zack Green, told ProPublica in 2019 that MonsterCloud never promised clients that their data will be recovered by any particular method. "How we do it, it's our problem," he told ProPublica. "You will get your data back. Sit back, relax and enjoy the ride." He called MonsterCloud's data recovery methods a "trade secret." [...] Federal investigators found that, over the course of the scheme, Pinhasi allegedly charged clients more than $19 million and paid more than $8 million in ransom payments. In one example, Pinhasi made a ransom payment of about $8,200 but charged the client about $150,000. If convicted, he faces up to 20 years in prison. [...] In 2019, Pinhasi touted MonsterCloud's ties to law enforcement as evidence of its integrity. Pistole, who also headed the Transportation Security Administration under President Barack Obama, was listed on MonsterCloud's website as the only member of its "Cyber Security Advisory Council."

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Ahead of the touchscreen MacBook Pro expected to debut tomorrow, Apple has refreshed its standard 14-inch MacBook Pro with the new M6 processor, promising up to 20% faster multithreaded performance, improved power efficiency, and more powerful on-device AI capabilities. The Verge reports: Announced this morning through a press release, the new 14-inch MacBook Pro features three Thunder 4 USB-C ports that all support charging and DisplayPort connectivity, a MagSafe 3 charging port, full-size HDMI, and an SDXC memory card slot accommodating photographers. Pricing for the new M6 version of the 14-inch MacBook Pro starts at $1,999 with 16GB of memory, the same as last year's M5 model. Preorders start on October 28th and shipping is expected to begin on November 6th. The new M6 processor is Apple's first 2nm chip with a bump to a 12-core CPU, up from 10 cores in the M5, and the company says it offers up to 1.2x faster multithreaded performance when compared to its predecessor. The M6 also features a Dual 16-core Neural Engine to handle heavy on-device AI tasks, plus an upgraded 12-core GPU with a Neural Accelerator in each core. In addition to performance improvements, Apple says its M6 processor is more power efficient.

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An anonymous reader quotes a report from Reuters: While global tech stocks teeter, in China they have already crashed as lofty valuations collapse under worries about AI demand and curbs on Chinese exports. The meltdown, tanking the mainland STAR50 index of AI and semiconductor leaders by 40% in less than four months and vaporizing some $480 billion in market value, is an ill omen for wobbly world markets and a dampener on China's efforts at encouraging its savers into stocks to fund the AI boom. It has also slammed the brakes on a rally running two years, since economic stimulus promises sent shares soaring, and has stalled Beijing's push to break with a long boom-bust pattern and drive a "slow bull" market that delivers reliable performance. China's broad blue-chip index has dropped about 20% from highs made in June. "The stock market later evolved into a speculative crazy bull," said Beijing-based fund manager Dong Baozhen. "And now we see the bubble bursting." There was no clear trigger for the selloff in China, though traders pointed to high valuations, tax bills, and the threat of foreign bans on Chinese data center equipment. According to Goldman Sachs, AI stocks account for 42% of China's market capitalization and 57% of trading turnover, leaving investors widely exposed to the downturn. "What's happening is now going to put a stop for many of the companies trying to get themselves listed," said Hong Hao, managing partner and chief investment officer at Lotus Asset Management in Hong Kong. "Overemphasising the 'technology content' -- that is, the weighting of tech companies by market value in major indexes -- leads to a deviation, even a distortion, in capital behavior," said Leo Wang, partner at Beijing-based Qianchuang Capital. "This created a severe bubble in certain sectors and a serious drain on others." "Just like all other Chinese manufacturers, (chipmakers and AI suppliers) will eventually end up in a price war," said fund manager Wang Zhuo, partner at Shanghai Zhuozhu Investment Management. "There's no exception," he said. "All bubbles inevitably burst."

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Denmark's Ministry of Digitization reportedly abandoned a pilot to replace Microsoft Office with the open-source Collabora suite less than six months after it began. Tom's Hardware reports: According to Danish publication Computerworld, the pilot project was launched in 2025 and involved 38 employees, all of whom would start using the British open-source Collabora office suite instead of Word, PowerPoint, and Excel. The experiment was initiated by the then Digitization Minister Caroline Stage, who wanted to reduce the country's dependence on American technology. Denmark isn't alone in moving away from U.S. software, with France and the Netherlands both taking steps to replace Microsoft Windows. However, it seemed that the experiment fizzled out less than six months after it started. It had reportedly ended by the time the Danish government called for an early election in February 2026, with some employees complaining about issues with style, paragraph formatting, blank pages, and challenges with tracking changes. But even though it's been months since the experiment reportedly ended, Prof. Mikkel Flyberbom of the Copenhagen Business School complains that the project hasn't been properly evaluated. "It's a good idea to test alternatives in a pilot project," the professor said in an email. "However, I wish that the ministry would take the opportunity to learn from the pilot project and share those experiences with other parts of the public sector."

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Susanne Rust of the Los Angeles Times reports (paywalled) that industry executives knew for decades that microplastics were infiltrating the human body. Slashdot reader joshuark shares an excerpt from the report: Scientists today say we're just beginning to understand the harm that the tiny bits of plastic we drink, eat and breathe are doing to the human body. Internal memos among company scientists and executives obtained by The Times reveal that for at least half a century, the plastics industry has been aware of and concerned about the potential for microplastic contamination in the human body. But recently discovered chemical company documents dating back several decades show that industry scientists have long been aware of -- and concerned about -- the way microplastic particles migrate beyond the gut in animals and humans, depositing in important organs. And the potential for that knowledge to affect the plastic food packaging industry. Their concern goes back to 1974 and a scientific meeting at a New York City hotel, where a German gastroenterologist presented a scientific paper that showed for the first time that ingested particles like microplastics could infiltrate the rest of the body. His presentation was largely overlooked by the government scientists in attendance but became a point of worried discussion among company scientists. Tracey Woodruff, professor of epidemiology and population health at Stanford University, who reviewed the documents, said they indicate scientists and executives at major chemical companies have known and remained silent even as microplastics accumulated in tissues. She likened it to other industries that knew about pollutants -- greenhouse gases, asbestos and tobacco -- but did not take action to make them safer. A spokesperson with the chemical industry's largest trade group took issue with that characterization. "Scientific debate over what the evidence shows is not silence. It is how sound science and effective policy advance," said Craig Davis, senior director of plastics chemistry at the American Chemistry Council. "Our industry is committed to advancing microplastics science by supporting independent research and policies that would do so."

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An anonymous reader quotes a report from the Associated Press: The U.S. designated helium as a critical material on Friday because it's indispensable for making semiconductors that are essential to energy generation, and the global supply is at risk of disruption, according to the Energy Department. The designation by the Energy Department means that more federal financing will be available for helium producers and that the government will monitor it more closely. Helium is primarily produced as a byproduct of natural gas processing. The United States is the world's largest producer of natural gas and of helium. Qatar and Russia are the other top helium producers. [...] Helium makes balloons rise, but that's not why the DOE is interested in it. Helium plays an important role in wind, solar and nuclear energy production, space exploration, medical imaging and research. Assistant Secretary of Energy Audrey Robertson said helium's unique properties make it irreplaceable, such as the fact that it's non-combustible and has the lowest boiling point of any gas. The nation needs an ample supply for semiconductors, quantum and super computing, and superconducting magnets, added Robertson, who oversees the Office of Critical Minerals and Energy Innovation. [...] Despite environmental concerns with recovering helium from natural gas, there are also opportunities, said Greeshma Gadikota, director of the Lenfast Center for Sustainable Energy at Columbia University. "If we burn the natural gas, there are a lot of CO2 emissions associated with that," Gadikota said. "But if you just extract the helium and use it, the uses of it don't contribute necessarily to greenhouse gas emissions. "So from a climate standpoint, if we are going to continue down the line of extracting natural gas and recovering helium," she added, "I would prefer to see natural gas being used in a form where we directly produce hydrogen and we produce solid carbon." Hydrogen is a clean burning fuel, and solid carbon can provide permanent carbon sequestration and can be used widely in industrial applications, including rubber and pigments.

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The critical PHP2Shell vulnerabilities (CVE-2026-109618 and CVE-2026-109619) have now been successfully exploited in the wild, just days after patches were released and initial exploitation attempts failed. BleepingComputer reports: The malicious activity was caught by Adel Karimi, detection and response lead at Perplexity, whose honeypots recorded evidence of confirmed remote code execution against an Apache mod_php installation running PHP 8.4.26. "This is now confirmed RCE with usable memory disclosure, not just a crash followed by a suspicious process. The response delivered an 800 KiB decoded cookie dump, and a function address derived from that dump using the public exploit's offsets appears in the subsequent execution payload," Karimi shared. "The evidence demonstrates this chain on the intentionally favorable single-worker mod_php profile; it is not a measurement of exploit reliability on other worker counts, PHP builds, or applications," he added. Karimi's findings were also confirmed by Expel threat researcher Marcus Hutchins, who has been tracking a stream of alleged successful PHP2Shell exploitation reports. "This is by far the highest quality confirmation of in-the-wild php2shell exploitation I've seen so far. Deep technical breakdown of a successful exploitation attempt against an Apache mod_php installation running PHP 8.4.26," Hutchins said.

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An anonymous reader quotes a report from The Seattle Times: Microsoft is offering buyouts to about 60,000 employees, or roughly a quarter of its workforce, as the company tries to control its head count while avoiding layoffs. The Redmond-based tech giant announced Monday morning that eligible employees at the vice president level and below in the U.S., Canada, India and the United Kingdom would receive a "voluntary exit offer" of a standard severance package, based on their location. In a memo to employees, Microsoft Chief People Officer Amy Coleman said the move was building off the voluntary retirement program earlier this year, which was available to more than 8,700 U.S.-based employees, roughly one-third of whom took the offer. Since May 2025, Microsoft has been trying to reduce its corporate workforce, first through waves of mass layoffs and now through more creative buyout programs. The company laid off about 15,000 employees last year over the course of several months, affecting about 3,200 Washington-based workers. The report notes that the layoffs have continued this year, though on a smaller scale and largely concentrated in the company's gaming division.

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Anthropic has filed to go public on the Nasdaq under the ticker ANT, setting the stage for a potentially record-setting IPO that could value the Claude developer at more than $2 trillion. Alongside the extraordinary cost of its AI expansion, Anthropic warned that it "may not generate sufficient revenue to achieve or sustain profitability in the future." "While we have experienced significant revenue growth in recent periods, our business is highly capital intensive," the company said. "Our revenue growth may not be sustainable, and our rate of growth may decrease." NBC News reports: The filing did not include a potential share price, the number of shares to be offered or a valuation for the whole company, all of which will be determined after Anthropic holds a "road show" with investors, prospective investors and its bankers. [...] The company plans to spend at least $110 billion with Amazon for cloud services through April 2036 and another $120 billion with SpaceX through 2029. Anthropic also said it planned to spend $115 billion with Google and $45 billion with Microsoft, both through 2033, for computing infrastructure. The filing said that the company recorded revenue growth of "1,368% year over year for the three months ended June 30, 2026." The cost of renting servers and chips grew by 300% over the same period. Anthropic's net loss for the first six months of 2026 was $80.7 billion. For the entirety of 2025, the company reported a $42 billion net loss. Anthropic added that it expects its current cash and sales to be sufficient for the next 12 months but warned that future revenue growth depends on a number of important factors, including the cost of infrastructure. As a result, it said, "we may be required to seek additional financing sooner than we currently anticipate." The company said it has raised about $141 billion of capital through the end of June and is sitting on $112.4 billion of cash.

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Kotaku reports: r/opensource, Reddit's primary "subreddit for everything open source related," has banned all AI-assisted and AI-related projects.... As reported by The Verge, the subreddit's October 24 post, titled "Your tokens aren't valuable: No more AI," features four new main rules: all projects must now be at least "1 year old," have "multiple contributors," be posted by someone who must "speak English," and cannot be "made by" or "intended for" AI... [T]he ban on AI is simple; as the subreddit's moderators explain, "AI, as it exists today, is incongruent to this Open Source community." Unsurprisingly, this is the part that's upset the majority of the users in the thread.... [T]he moderator who posted the new guidelines stated in a separate comment that the overwhelmingly negative response is due to "some guy on twitter claiming to be alternative news" who posted an "opinionated editorial pointing hundreds of people to the thread." Given the timing of when the thread was posted, alongside the fact that the X post in question mentions "the Linux kernel," they are presumably referring to this post by The Lunduke Journal. The moderator may be correct, as almost all of the top comments on the post are from users who have never posted in r/opensource before. The use of AI "doesn't change whether something is open source or not," complained one commenter, who added "I guess Linux is no longer allowed here? Linus uses AI for kernel development now." The moderator has since updated their post to acknowledge that Redditors have now already created a rival community called r/OpenSourceAIAllowed — plus three more alternatives: r/TrueOpenSource r/OpenSourceWare r/ActuallyOpenSource

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Brazil's 80-year-old president Luiz Inácio Lula da Silva was re-elected Sunday, reports the Guardian, "defeating his far-right opponent, Flávio Bolsonaro, to claim a historic fourth term in power." And the results could impact the climate, suggests the Associated Press, since under da Silva the annual deforestation rate in the Amazon fell to its lowest level since records began in 1988: Official satellite data showed the rainforest lost 3,335 square kilometers (1,300 square miles) from Aug. 2025 through July 2026, the period used to calculate the annual rate... During Jair Bolsonaro's presidency, from 2019 to 2022, Amazon deforestation surged by about 60%, with more than 45,000 square kilometers (17,400 square miles) cleared, according to official data. Under Lula, deforestation has fallen 71% since 2023, the government said. One of Lula's first moves after taking office in January 2023 for a third, non-consecutive term was to revive the Action Plan for the Prevention and Control of Deforestation in the Legal Amazon, known by its Portuguese acronym, PPCDAm. Launched in 2004 during his first administration, the plan had been shelved under Bolsonaro.... The plan has four pillars: strengthening monitoring and enforcement; promoting a sustainable economy; managing protected areas and determining how undesignated public forests should be used; and using regulations and financial incentives to curb deforestation. Measures included restoring sanctions for illegal forest clearing detected by satellites, a practice seen as the most effective tool to curb deforestation that was halted under Bolsonaro. The government also proposed barring properties with illegal deforestation from receiving bank loans and allocated more funding to priority Amazon municipalities that demonstrated reductions in forest loss. It also funded efforts to fight environmental crime and develop subsidized credit for sustainable businesses in the Amazon... Deforestation and other land-use changes are Brazil's largest sources of greenhouse gas emissions, which drive global warming. The stakes are especially high in the Amazon, which stores vast amounts of carbon dioxide and generates atmospheric moisture that helps regulate weather far beyond South America... Degradation from wildfires, logging and drought affects about 40% of the Amazon and has outpaced clear-cutting in recent years. A strong El Niño, a periodic warming of the equatorial Pacific, could intensify those threats in 2026 and 2027 by bringing hotter, drier conditions that fuel wildfires. The article notes that Lula's reelection campaign promised zero net deforestation by 2030, plus restoration to offset all forest loss, legal or illegal.

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The problem? Understanding how AI coding agents interact with the software you build. "Whether you're maintaining an SDK, building a command-line interface, or publishing an MCP server or skills... you need to understand whether agents can discover and use what you ship, and what your team can change." Results can vary, and configurations keep changing, with behaviors influenced by everything from custom instructions and MCP servers to skills and plugins. So after a year of development Microsoft has created Scope, "an open-source platform built on Kubernetes for turning those interactions into evidence product teams can act on." Details are available on... the Microsoft open source blog: Available under the MIT License, Scope supports a continuous Developer Agent Experience (DevAx) learning loop grounded in repeatable experiments. The Azure Cosmos DB team's experience shows what that loop can deliver... "The evaluations led to 20 Agent Kit issues and 27 documentation issues resolved," [says Jay Gordon, Senior Program Manager, Azure Cosmos DB]... These results connect evaluation to decisions a product team can make: which documentation needs clarification, where tooling needs a fix, and whether an update changes agent behavior.... [The gains] demonstrate how targeted changes, informed by observed behavior, can improve the way agents use a product. For more on the shift from building for human developers to supporting agents, watch Your Product Was Built for Humans. Is It Ready for Agents? or join us at AI DevCon NYC conference in November. Scope surfaces everything from incorrect assumptions in documentation (or recurring missed instructions) to whether agents select the intended SDK, initialize it correctly, and use its APIs, leading to clearer descriptions for command-line tool and more actionable errors. Microsoft's open source blog also explains why AI agent evaluation needs an open-source foundation: The challenges behind agent experience aren't unique to one product or organization. SDK maintainers, tool authors, researchers, and agent developers are all asking how agents behave and what helps them succeed. No single team can represent every language, workflow, or integration. An open project can bring more scenarios, more failure cases, and more viewpoints into the evaluation process... Opening Scope's execution and evaluation code gives contributors a way to question the methods, investigate unexpected results, and improve the evaluation itself. A shared foundation also reduces duplicated infrastructure. Agent integrations, reusable criteria, and trace-analysis improvements can help other teams study their own products without rebuilding the same machinery. The goal isn't one universal benchmark or definition of success. It's a common starting point that teams can adapt to their needs. The MIT License lets teams use and extend Scope, while self-managed deployments let them evaluate private workloads without publishing their code or run data.... Scope streams activity as the agent works and retains interactions and workspace snapshots for later review. Your team can follow tool calls, inspect generated files, and connect a failed requirement to the steps that preceded it. Those traces provide observable evidence of what the agent did, helping turn a failure into a concrete documentation, SDK, or tooling improvement.

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