[1]BrianFagioli shares a report from NERDS.xyz:

> Blender 4.5 has [2]arrived and it's a long-term support release. That means users get [3]two full years of updates and bug fixes , making it a smart choice for anyone looking for stability in serious projects. Whether you're a solo artist or part of a studio pipeline, this version is built to last.

Here's a list of [4]key features and changes in this release:

- Vulkan backend replaces OpenGL (faster, smoother UI)

- Adaptive subdivision up to 14x faster with multithreading

- New Geometry Nodes: Camera Info, Instance Bounds

- GPU-accelerated compositor nodes with standardized inputs

- New Boolean solver: Manifold (cleaner, faster mesh operations)

- UV maps visible in Object Mode + improved selection behavior

- Grease Pencil render pass and Geometry Nodes integration

- Improved file import support: PLY, OBJ, STL, CSV, VDB

- Deprecations: Collada, Big Endian, legacy .blend, Intel Mac support

- Cycles OptiX now requires NVIDIA driver v535+

- New shader variants for add-on developers (POLYLINES_*, POINT_*)

~ [5]500 bug fixes across all major systems



[1] https://slashdot.org/~BrianFagioli

[2] https://www.blender.org/download/releases/4-5/

[3] https://nerds.xyz/2025/07/blender-4-5-lts-linux-windows-mac-vulkan/

[4] https://developer.blender.org/docs/release_notes/4.5/

[5] https://developer.blender.org/docs/release_notes/4.5/bugfixes/

An anonymous reader quotes a report from TorrentFreak:

> Internet service providers BT, Virgin Media, Sky, TalkTalk, EE, and Plusnet account for the majority of the UK's residential internet market and as a result, blocking injunctions previously obtained at the High Court often list these companies as respondents. These so-called "no fault' injunctions stopped being adversarial a long time ago; ISPs indicate in advance they won't contest a blocking order against various pirate sites, and typically that's good enough for the Court to issue an order with which they subsequently comply. For more than 15 years, this has led to blocking being carried out as close to users as possible, with ISPs' individual blocking measures doing the heavy lifting. A new wave of blocking [1]targeting around 200 pirate site domains came into force yesterday but with the unexpected involvement of a significant new player.

>

> In the latest wave of blocking that seems to have come into force yesterday, close to 200 pirate domains requested by the Motion Picture Association were added to one of the longest pirate site blocking lists in the world. The big change is the unexpected involvement of Cloudflare, which for some users attempting to access the domains added yesterday, displays the [Error 451 -- Unavailable for Legal Reasons] notice ... As stated in the notice, Error 451 is returned when a domain is blocked for legal reasons, in this case reasons specific to the UK. [...] In this case there's no indication of who requested the blocking order, or the authority that issued it. However, from experience we know that the request was made by the studios of the Motion Picture Association and for the same reason the High Court in London was the issuing authority. [...] The issue lies with dynamic injunctions; while a list of domains will appear in the original order (which may or may not be made available), when the MPA concludes that other domains that appear subsequently are linked to the same order, those can be blocked too, but the details are only rarely made public.

>

> From information obtained independently, one candidate is an original order obtained in December 2022 which requested blocking of domains with well known pirate brands including 123movies, fmovies, soap2day, hurawatch, sflix, and onionplay. This leads directly to another unusual issue. The notice linked from Cloudflare doesn't directly concern Cloudflare. The studios sent the notice to Google after Google agreed to voluntarily remove those domains from its search indexes, if it was provided with a copy of relevant court orders. Notices like these were supplied and the domains were deindexed, and the practice has continued ever since. That raises questions about the nature of Cloudflare's involvement here and why it links to the order sent to Google; notices sent to Cloudflare are usually submitted to Lumen by Cloudflare itself. That doesn't appear to be the case here.

"Domains blocked by Sky, BPI and others, don't appear to be affected," notes TorrentFreak. "All relate to sites targeted by the MPA, and the majority if not all trigger malware warnings of a very serious kind, either immediately upon visiting the sites, or shortly after."

"At least in the short term, if Cloudflare is blocking a domain in the UK, moving on is strongly advised."



[1] https://torrentfreak.com/cloudflare-starts-blocking-pirate-sites-for-uk-users-thats-a-pretty-big-deal-250715/

Many trains in the U.S. are vulnerable to a hack that can [1]remotely lock a train's brakes , according to the U.S. Cybersecurity and Infrastructure Security Agency (CISA) and the researcher who discovered the vulnerability. From a report:

> The railroad industry has known about the vulnerability for more than a decade but only recently began to fix it. Independent researcher Neil Smith first discovered the vulnerability, which can be exploited over radio frequencies, in 2012.

>

> "All of the knowledge to generate the exploit already exists on the internet. AI could even build it for you," Smith told 404 Media. "The physical aspect really only means that you could not exploit this over the internet from another country, you would need to be some physical distance from the train [so] that your signal is still received."



[1] https://www.404media.co/hackers-can-remotely-trigger-the-brakes-on-american-trains-and-the-problem-has-been-ignored-for-years/

Perplexity CEO Aravind Srinivas warned young entrepreneurs that tech giants will " [1]copy anything that's good " during a talk at Y Combinator's AI Startup School, telling founders they must "live with that fear." Srinivas said that companies raising tens of billions need to justify capital expenditures and search for new revenue streams.

Perplexity pioneered web-crawling chatbots when it launched its answer engine in December 2022, but Google's Bard added internet-crawling three months later, followed by ChatGPT in May 2023 and Anthropic's Claude in March 2025. The competition has extended to browsers, with Perplexity launching its Comet browser on July 9 and Reuters reporting that OpenAI is [2]developing a web browser to challenge Google Chrome. Perplexity's communications head Jesse Dwyer said larger companies will "drown your voice."



[1] https://www.businessinsider.com/perplexity-ceo-aravind-srinivas-tech-giants-copy-features-2025-7

[2] https://tech.slashdot.org/story/25/07/09/1818249/openai-to-release-ai-web-browser-in-challenge-to-chrome

NIST:

> There's a new record holder for the most accurate clock in the world. Researchers at the National Institute of Standards and Technology (NIST) have improved their atomic clock based on a trapped aluminum ion. Part of the latest wave of optical atomic clocks, it can perform timekeeping with [1]19 decimal places of accuracy .

>

> Optical clocks are typically evaluated on two levels -- accuracy (how close a clock comes to measuring the ideal "true" time, also known as systematic uncertainty) and stability (how efficiently a clock can measure time, related to statistical uncertainty). This new record in accuracy comes out of 20 years of continuous improvement of the aluminum ion clock. Beyond its world-best accuracy, 41% greater than the previous record, this new clock is also 2.6 times more stable than any other ion clock. Reaching these levels has meant carefully improving every aspect of the clock, from the laser to the trap and the vacuum chamber.

>

> The team published its [2]results in Physical Review Letters . "It's exciting to work on the most accurate clock ever," said Mason Marshall, NIST researcher and first author on the paper. "At NIST we get to carry out these long-term plans in precision measurement that can push the field of physics and our understanding of the world around us."



[1] https://www.nist.gov/news-events/news/2025/07/nist-ion-clock-sets-new-record-most-accurate-clock-world

[2] https://journals.aps.org/prl/abstract/10.1103/hb3c-dk28

A survey of 500 IT asset managers in organizations that use Oracle Java has found that [1]73% have been audited in the last three years . From a report:

> At the same time, nearly eight out of 10 Oracle Java users said they had migrated, or planned to shift, to open source Java to try to avoid the risk and high costs of the dominant vendor's development and runtime environments.

>

> Oracle introduced a paid subscription for Java in September 2018, and in January 2023, it decided to switch its pricing model to per employee rather than per user, creating a steep price hike for many users. In July 2023, Gartner recorded users experiencing price increases of between two and five times when they switched to the new licensing model.

>

> Two years later, the survey conducted by market research firm Dimensional Research showed only 14% of Oracle Java users intended to stick with the vendor's subscription model.



[1] https://www.theregister.com/2025/07/15/oracle_java_users_audited/

Nearly half of young Americans [1]feel unprepared for future jobs as AI reshapes the workforce faster than career guidance can adapt, according to [2]a new study from the Schultz Family Foundation and HarrisX. The survey of thousands of workers aged 16-24, along with parents, counselors and employers, revealed differences between generations about job availability and requirements. While 71% of employers say sufficient opportunities exist, only 43% of young people agree.

Parents rely on outdated personal experiences when advising children, with 79% drawing from their own career paths despite 66% believing their children should pursue different directions. Employers require at least one year of experience for 77% of entry-level positions while offering internships for just 38% of roles.



[1] https://www.axios.com/2025/07/15/gen-z-job-market-ai-unemployment

[2] https://www.brokenmarketplace.org/

An anonymous reader shares a report:

> Hugging Face, a company with a multi-billion dollar valuation and one of the most commonly used platforms for sharing AI tools and resources, is hosting over 5,000 AI image generation models that are [1]designed to recreate the likeness of real people . These models were all previously hosted on Civitai, an AI model sharing platform 404 Media reporting has shown was used for creating nonconsensual pornography, until Civitai banned them due to pressure from payment processors.

>

> Users downloaded the models from Civitai and reuploaded them to Hugging Face as part of a concerted community effort to archive the models after Civitai announced in May it will ban them. In that announcement, Civitai said it will give the people who originally uploaded them "a short period of time" before they were removed. Civitai users began organizing an archiving effort on Discord earlier in May after Civitai indicated it had to make content policy changes due to pressure from payment processors, and the effort kicked into high gear when Civitai announced the new "real people" model policy.



[1] https://www.404media.co/hugging-face-is-hosting-5-000-nonconsensual-ai-models-of-real-people/

Candy Crush-maker King is cutting approximately 200 employees, with many positions filled by AI tools the [1]departing workers helped develop , according to multiple sources who spoke anonymously to industry publication MobileGamer.biz. The layoffs heavily target level designers, user research staff, and UX and narrative writers across King's London, Barcelona, Stockholm, and Berlin studios.

The London-based Farm Heroes Saga team faces cuts of roughly 50 people, including key leadership positions. "Most of level design has been wiped, which is crazy since they've spent months building tools to craft levels quicker," one staffer said. "Now those AI tools are basically replacing the teams."



[1] https://mobilegamer.biz/laid-off-king-staff-set-to-be-replaced-by-the-ai-tools-they-helped-build-say-sources/

Microsoft employs engineers in China to help maintain Defense Department computer systems, with U.S. citizens serving as "digital escorts" to oversee the foreign workers, according to [1]a ProPublica investigation . The escorts often lack advanced technical expertise to police engineers with far more sophisticated skills, and some are former military personnel paid barely above minimum wage.

"We're trusting that what they're doing isn't malicious, but we really can't tell," one current escort told the publication. The arrangement, critical to Microsoft winning federal cloud computing contracts a decade ago, handles sensitive but unclassified government data including materials that directly support military operations. Former CIA and NSA executive Harry Coker called the system a natural opportunity for spies, saying "If I were an operative, I would look at that as an avenue for extremely valuable access."



[1] https://www.propublica.org/article/microsoft-digital-escorts-pentagon-defense-department-china-hackers

An anonymous reader quotes a report from Bloomberg:

> CoreWeave is expanding a data center that is [1]projected to double the electricity needs of a city near Dallas , another example of the strains that artificial intelligence workloads are [2]placing on the US power supply . Local officials have grappled with how to handle the increased stress on the electricity grid from the project, according to a late 2024 presentation and emails seen by Bloomberg. The site is being developed by Core Scientific and will be used by OpenAI in Denton, Texas. Last week, CoreWeave announced it would acquire Core Scientific for about $9 billion, in part, to gain direct control of its data centers aimed at supplying AI work.

>

> Denton, about 50 miles northwest of Dallas, has almost doubled its population in the last 25 years to about 166,000 residents. To meet the spike in AI-related power demand, the city is passing on any extra costs to the data center operator and constructing additional grid infrastructure, Antonio Puente, general manager of local utility Denton Municipal Electric, said in an interview. "To serve the entire load from Core Scientific, we do have some transmission challenges," Puente said. "We will have to make some additional transmission investments." [...] Like some other large AI data center projects, the site in Denton was focused on cryptocurrency mining before pivoting to AI workloads in December. This transition means unrelenting power consumption -- the site will no longer curtail operations when power prices are high -- which will increase grid strain. "Now you're talking about a facility that has to have energy 24 hours a day, 365 days a year," Puente said. That challenge will be mitigated by the addition of backup generators and batteries, he added.

>

> Unlike many large projects, the Denton data center didn't receive local tax exemptions. Officials expect more than $600 million in property and sales tax from the data center expansion, more than double the costs it plans to incur, according to an analysis document seen by Bloomberg. It also anticipates that 135 new jobs will be created, according to the document. The Denton site, which is already being rented by CoreWeave, is Core Scientific's largest planned project at about 390 megawatts of power. It's "utilizing the majority of extra system capacity" in the city, wrote a utility executive in a January email seen by Bloomberg. Any additional large power users will exacerbate overloads on the grid, the executive added.

"When fully built out, it will host one of the largest GPU clusters in North America," Core Scientific Chief Executive Officer Adam Sullivan said of the site during a May call. "Denton is a flagship facility."

The report notes that Texas could face electricity shortages as soon as 2026 due to surging power demand from data centers, oil and gas operations, and crypto mining.



[1] https://finance.yahoo.com/news/coreweave-data-center-double-city-120000770.html

[2] https://hardware.slashdot.org/story/25/07/09/235205/americas-largest-power-grid-is-struggling-to-meet-demand-from-ai

A team of Japanese researchers has [1]set a new world record for internet speed , transmitting data at 125,000 gigabytes per second over 1,120 miles using a new type of 19-core optical fiber. "That's about 4 million times the average internet speed in the U.S. and would allow you to download the entire Internet Archive in less than four minutes," notes Live Science. It's also "more than twice the previous world record of 50,250 Gbps, previously set by a different team of scientists in 2024." From the report:

> To achieve this new speed -- which has not been independently verified -- the team developed a new form of optical fiber to send information at groundbreaking speeds over roughly the distance between New York and Florida. Details about this achievement were presented April 3 at the 48th Optical Fiber Communication Conference in San Francisco, according to [2]a statement from Japan's National Institute of Information and Communications Technology.

>

> The new type of optical fiber is equivalent to 19 standard optical fibers in its data transmission capacity. The new optical fiber is better suited to long-haul transmission than existing cables because the centers of all 19 fibers interact with light in the same way, so they encounter less light fluctuation, which results in less data loss. The new cable squeezes 19 separate fibers into a diameter of five-thousandths of an inch (0.127 millimeters), which is the same thickness as most existing single-fiber cables already in use. This effort means the new cable can transmit more data using existing infrastructure. [...] For this demonstration, the data ran through a transmission system 21 times, finally reaching a data receiver after traveling the equivalent of 1,120 miles.



[1] https://www.livescience.com/technology/communications/japan-sets-new-internet-speed-record-its-4-million-times-faster-than-average-us-broadband-speeds

[2] https://www.nict.go.jp/en/press/2025/05/29-1.html

The LIGO-Virgo-KAGRA Collaboration has [1]detected the most massive black hole merger to date , forming a final black hole around 225 times the Sun's mass. Caltech reports:

> Before now, the most massive black hole merger -- produced by an event that took place in 2021 called GW190521 -- had a total mass of 140 times that of the Sun. In the more recent GW231123 event, the 225-solar-mass black hole was created by the coalescence of black holes each approximately 100 and 140 times the mass of the Sun. In addition to their high masses, the black holes are also rapidly spinning.

>

> "The black holes appear to be spinning very rapidly -- near the limit allowed by Einstein's theory of general relativity," explains Charlie Hoy of the University of Portsmouth and a member of the LVK. "That makes the signal difficult to model and interpret. It's an excellent case study for pushing forward the development of our theoretical tools." Researchers are continuing to refine their analysis and improve the models used to interpret such extreme events. "It will take years for the community to fully unravel this intricate signal pattern and all its implications," says Gregorio Carullo of the University of Birmingham and a member of the LVK. "Despite the most likely explanation remaining a black hole merger, more complex scenarios could be the key to deciphering its unexpected features. Exciting times ahead!"



[1] https://www.caltech.edu/about/news/ligo-detects-most-massive-black-hole-merger-to-date

Microsoft is [1]testing a new adaptive energy saver mode in Windows 11 that [2]automatically turns energy saver on or off based on system workload instead of battery percentage , aiming to extend laptop battery life without dimming screen brightness. The feature is currently available to Windows Insider testers and expected to roll out later this year. The Verge reports:

> The energy saver mode in Windows 11 typically dims a display brightness by 30 percent, disables transparency effects, and stop apps running in the background. Non-critical Windows update downloads are also paused, and certain apps like OneDrive, OneNote, and Phone Link may not sync fully while energy saver is enabled. This new adaptive energy saver mode, which will only be available on devices with a battery, will automatically enable or disable without affecting screen brightness. That will make it less noticeable on devices like laptops, tablets, and handhelds.

>

> "Adaptive energy saver is an opt-in feature that automatically enables and disables energy saver, without changing screen brightness, based on the power state of the device and the current system load," explains Microsoft's Windows Insider team.



[1] https://blogs.windows.com/windows-insider/2025/07/11/announcing-windows-11-insider-preview-build-27898-canary-channel/

[2] https://www.theverge.com/news/706682/microsoft-windows-11-adaptive-energy-saver-feature

An anonymous reader quotes a report from MIT Technology Review:

> California's statewide power grid operator is poised to become the [1]first in North America to deploy artificial intelligence to manage outages , MIT Technology Review has learned. "We wanted to modernize our grid operations. This fits in perfectly with that," says Gopakumar Gopinathan, a senior advisor on power system technologies at the California Independent System Operator -- known as the CAISO and pronounced KAI-so. "AI is already transforming different industries. But we haven't seen many examples of it being used in our industry."

>

> At the DTECH Midwest utility industry summit in Minneapolis on July 15, CAISO is set to announce a deal to run a pilot program using new AI software called Genie, from the energy-services giant OATI. The software uses generative AI to analyze and carry out real-time analyses for grid operators and comes with the potential to autonomously make decisions about key functions on the grid, a switch that might resemble going from uniformed traffic officers to sensor-equipped stoplights. But while CAISO may deliver electrons to cutting-edge Silicon Valley companies and laboratories, the actual task of managing the state's electrical system is surprisingly analog.

>

> Today, CAISO engineers scan outage reports for keywords about maintenance that's planned or in the works, read through the notes, and then load each item into the grid software system to run calculations on how a downed line or transformer might affect power supply. "Even if it takes you less than a minute to scan one on average, when you amplify that over 200 or 300 outages, it adds up," says Abhimanyu Thakur, OATI's vice president of platforms, visualization, and analytics. "Then different departments are doing it for their own respective keywords. Now we consolidate all of that into a single dictionary of keywords and AI can do this scan and generate a report proactively." If CAISO finds that Genie produces reliable, more efficient data analyses for managing outages, Gopinathan says, the operator may consider automating more functions on the grid. "After a few rounds of testing, I think we'll have an idea about what is the right time to call it successful or not," he says.



[1] https://www.technologyreview.com/2025/07/14/1120027/california-set-to-manage-power-outages-with-ai/

Saudi Arabia has [1]asked consultants to reassess the feasibility of The Line , its ambitious 170km linear city project and centerpiece of the [2]Neom initiative , as rising costs and falling oil prices force the kingdom to scale back its megaprojects. Middle East Eye reports:

> In April, The Financial Times reported that the CEO of Neom had launched a "comprehensive review" of the kingdom's megaproject. Neom, along with luxury Red Sea hotels and a ski resort, is the flagship project of Crown Prince Mohammed bin Salman's Vision 2030 plan to transform the kingdom's economy and reduce its dependence on oil revenue. Bloomberg reported in 2024 that Saudi Arabia was [3]cutting back plans for The Line. Instead of 1.5 million people living there by 2030, Saudi officials were said to anticipate fewer than 300,000 residents. Meanwhile, only 2.4km of the city is expected to be completed by 2030.

>

> In April, Goldman Sachs painted a bleak picture for Saudi Arabia's projects in a note to clients, projecting "pretty significant" budget deficits and more scaling back of megaprojects. Neom has already faced internal challenges. Nadhmi al-Nasr, who managed Neom's construction from 2018 to 2024, departed from his post in November. Nasr earned a chilling reputation managing Neom. He bragged that he put everyone to work "like a slave," adding, "When they drop down dead, I celebrate. That's how I do my projects." Two other foreign executives also left Neom at the end of 2024, according to The Wall Street Journal.



[1] https://www.middleeasteye.net/news/saudi-arabia-asks-consultants-review-feasibility-line-report

[2] https://hardware.slashdot.org/story/19/07/26/2129254/leaked-documents-reveal-saudi-arabias-plans-for-its-next-megacity

[3] https://news.slashdot.org/story/24/04/10/2141246/saudi-arabia-forced-to-scale-back-plans-for-desert-megacity

The U.S. Department of Defense has [1]awarded contracts worth up to $200 million each to OpenAI, Google, Anthropic, and xAI to scale adoption of advanced AI. "The contracts will enable the DoD to develop agentic AI workflows and use them to address critical national security challenges," reports Reuters, citing the department's Chief Digital and Artificial Intelligence Office. From the report:

> Separately on Monday, xAI announced a suite of its products called "Grok for Government", making its advanced AI models -- including its latest flagship Grok 4 -- available to federal, local, state and national security customers. The Pentagon announced last month that OpenAI was awarded a $200 million contract, saying the ChatGPT maker would "develop prototype frontier AI capabilities to address critical national security challenges in both warfighting and enterprise domains."

>

> The contracts announced on Monday deepen the ties between companies leading the AI race and U.S. government operations, while addressing concerns around the need for competitive contracts for AI use in federal agencies.

"The adoption of AI is transforming the (DoD's) ability to support our warfighters and maintain strategic advantage over our adversaries," Chief Digital and AI Officer Doug Matty said.



[1] https://www.reuters.com/business/autos-transportation/us-department-defense-awards-contracts-google-xai-2025-07-14/

An anonymous reader quotes a report from Investing.com:

> Meta's newly formed superintelligence lab is discussing potential changes to the company's artificial intelligence strategy that could represent a major shift for the social media giant. A small group of top members of the lab, including 28-year-old Alexandr Wang, Meta's new chief A.I. officer, talked last week about [1]abandoning the company's most powerful open source A.I. model, called Behemoth , in favor of developing a closed model, according to a report in the [2]New York Times , citing people familiar with the matter.

>

> Meta has traditionally open sourced its A.I. models, making the computer code public for other developers to build upon, and any shift toward a closed A.I. model would mark a significant philosophical change for Meta. Meta had completed training its Behemoth model by feeding in data to improve it, but delayed its release due to poor internal performance. After the company announced the formation of the superintelligence lab last month, teams working on the Behemoth model, which is considered a "frontier" model, stopped conducting new tests on it. The discussions within the superintelligence lab remain preliminary, and no decisions have been finalized. Any potential changes would require approval from Meta CEO Mark Zuckerberg.



[1] https://finance.yahoo.com/news/meta-superintelligence-lab-considers-shift-191103485.html

[2] https://www.nytimes.com/2025/07/14/technology/meta-superintelligence-lab-ai.html

France, Spain, Italy, Denmark, and Greece will [1]pilot an age verification app to better protect children online , as part of the EU's push to enforce its Digital Services Act. Reuters reports:

> The setup for the age verification app is built on the same technical specifications as the European Digital Identity Wallet which will be rolled out next year. The five countries can customize the model according to their requirements, integrate into a national app or keep it separately. The landmark legislation, which became applicable last year, requires Alphabet's Google, Meta, ByteDance's TikTok and other online companies to do more to tackle illegal and harmful online content. EU regulators said the new guidelines would help online platforms to tackle addictive design, cyberbullying, harmful content and unwanted contact from strangers.



[1] https://www.reuters.com/sustainability/boards-policy-regulation/five-eu-states-test-age-verification-app-protect-children-2025-07-14/

Chinese AI startup Moonshot AI has released Kimi K2, a trillion-parameter open-source language model that [1]outperforms GPT-4 in key benchmarks with particularly strong performance on coding and autonomous agent tasks. VentureBeat reports:

> The new model, called Kimi K2, features 1 trillion total parameters with 32 billion activated parameters in a mixture-of-experts architecture. The company is releasing two versions: a foundation model for researchers and developers, and an instruction-tuned variant optimized for chat and autonomous agent applications. "Kimi K2 does not just answer; it acts," the company stated in its [2]announcement blog . "With Kimi K2, advanced agentic intelligence is more open and accessible than ever. We can't wait to see what you build."

>

> The model's standout feature is its optimization for "agentic" capabilities -- the ability to autonomously use tools, write and execute code, and complete complex multi-step tasks without human intervention. In benchmark tests, Kimi K2 achieved 65.8% accuracy on SWE-bench Verified, a challenging software engineering benchmark, outperforming most open-source alternatives and matching some proprietary models. [...] On LiveCodeBench, arguably the most realistic coding benchmark available, Kimi K2 achieved 53.7% accuracy, decisively beating DeepSeek-V3's 46.9% and GPT-4.1's 44.7%. More striking still: it scored 97.4% on MATH-500 compared to GPT-4.1's 92.4%, suggesting Moonshot has cracked something fundamental about mathematical reasoning that has eluded larger, better-funded competitors.

>

> But here's what the benchmarks don't capture: Moonshot is achieving these results with a model that costs a fraction of what incumbents spend on training and inference. While OpenAI burns through hundreds of millions on compute for incremental improvements, Moonshot appears to have found a more efficient path to the same destination. It's a classic innovator's dilemma playing out in real time -- the scrappy outsider isn't just matching the incumbent's performance, they're doing it better, faster, and cheaper.



[1] https://venturebeat.com/ai/moonshot-ais-kimi-k2-outperforms-gpt-4-in-key-benchmarks-and-its-free/

[2] https://moonshotai.github.io/Kimi-K2/