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    A developer has released Colibri, an open-source inference engine written in C aimed at frontier-scale mixture-of-experts models. It tiers model experts by use: hot ones stay on the GPU via CUDA or Vulkan, warm ones sit in RAM, and cold ones stream from NVMe storage, letting people run large models on existing consumer hardware. Early attention is coming from developers interested in local AI inference.

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    Rahul Gandhi delivers fiery speech at Ramlila Maidan rally●LIVE | Rahul Gandhi's explosive speech, caused a stir at Ramlila Maidan! | Rahul Gandhi Speech | ...▶youtubeWorldUS Politics955.3Kjust now

    Congress leader Rahul Gandhi addressed a large gathering at Ramlila Maidan in Delhi, delivering what supporters described as an explosive speech that stirred the crowd. The address drew massive attention online, with over 900,000 likes, as viewers shared clips and reacted to his remarks against the ruling establishment ahead of key political battles.

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    Sam Altman Argues Personal Devices Waste the World's DRAM●Sam Altman Thinks You're Wasting DRAMYhnEnvironmentClimate1063 min ago

    OpenAI chief executive Sam Altman says it is wasteful that so much of the world's limited DRAM supply sits idle in people's personal computers and phones rather than being concentrated in datacentres where it could serve AI workloads. The comment, made as memory shortages driven by AI demand push up chip prices, has drawn pushback from people who see it as wanting to take resources away from consumers for corporate use.

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    Shrinking NixOS RAM footprint to the bare minimum▼Shrinking NixOS RAM footprint and resource requirements to the bare minimumYhnLifeFood786 min ago

    A discussion is under way on how to reduce NixOS memory usage and resource requirements to the lowest possible level, aimed at running the Linux distribution on very small or low-end machines. Participants are sharing configuration tweaks, minimal setups and ways to strip NixOS down so it runs comfortably even with little RAM available.

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    University computer science degree programs are seeing declining enrollment as students weigh the risk that artificial intelligence will automate many entry-level programming jobs. According to Bloomberg reporting, prospective students are increasingly questioning whether a computer science degree still guarantees a well-paid tech career, and some are choosing other fields instead. Educators and industry observers are debating how AI will reshape the technology job pipeline.

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    Mistral hosts DeepSeek and GLM on EU servers, releases Large 4 weights●🏨 Mistral now serves Chinese rivals DeepSeek and GLM from EU servers. Today it opened the weights of its own 1T-parameteMmastodonWorldEU Politics3just now

    French AI company Mistral has begun serving rival Chinese models DeepSeek and GLM from its European servers, while also releasing the weights of its own 1-trillion-parameter Large 4 model. With anyone now able to host the model, small European firms can run advanced AI in-house without depending on a single provider, removing vendor lock-in concerns.

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    Rahul Gandhi addresses Congress rally at Ramlila Maidan●Ramlila Maidan Rally LIVE: रामलीला मैदान से ताजा अपडेट | Rahul Gandhi | Congress | BJP | Breaking▶youtubeWorldUS Politics572.5Kjust now

    Congress leader Rahul Gandhi is addressing a rally at Ramlila Maidan in Delhi, with live coverage tracking his remarks and the party's messaging against the BJP. Large crowds and heavy media attention suggest the event is a significant political mobilisation. Viewers are following updates as the Congress-BJP confrontation plays out publicly at the venue.

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    Nolan Lawson has published a piece examining how JavaScript frameworks affect the cost and performance of AI-assisted coding. The article argues that heavy frameworks increase the amount of code AI tools must generate, slowing development and raising token usage, and prompts debate among developers about whether modern framework complexity still pays off when AI writes much of the code.

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    Priyanka Gandhi inspects preparations for Ramlila Maidan rally●प्रियंका गांधी Ramlila Maidan में होने वाली रैली की तैयारियों का जायजा लेने पहुंचीं |Priyanka Gandhi▶youtubeWorldUS Politics829.1Kjust now

    Congress leader Priyanka Gandhi Vadra visited Ramlila Maidan in Delhi to review preparations for an upcoming rally at the historic venue. The party shared footage of her inspection, drawing wide attention online. Supporters have been discussing the scale of the planned gathering and what it signals for the party's campaign activity in the capital.

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    Charts suggest US politics is heading for dramatic change●These charts show US politics is about to change dramatically▶youtubeWorldPolitics849.1K2 min ago

    ITV News has published a segment arguing that recent data charts point to a dramatic shift in American politics. The report uses statistical trends to suggest the US political landscape is about to change significantly, and the piece has drawn large public attention, with hundreds of thousands of people engaging with it as debate continues over the direction of US politics.

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    Congress Rally at Ramleela Maidan Draws Live Coverage●Aar Paar With Rubika Liyaquat : Congress Rally LIVE | Rahul Gandhi | Ramleela Maidan | Akhilesh▶youtubeWorldUS Politics450.7Kjust now

    Congress leader Rahul Gandhi is addressing a rally at Ramleela Maidan in Delhi, with Samajwadi Party chief Akhilesh Yadav also present. News18 India is running live coverage with anchor Rubika Liyaquat, drawing heavy viewership and engagement. The joint appearance by Gandhi and Yadav is being read as a display of opposition unity, and commentators are debating its political significance.

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    World champion faces Olympic champion in opening round●World champ vs. Olympic champ in round one! | Magomed RAMAZANOV (BUL) vs. Kamran GHASEMPOUR (IRI)▶youtubeSportOlympics349.1K20 min ago

    Bulgaria's world champion Magomed Ramazanov is set to face Iran's Olympic champion Kamran Ghasempour in the first round of an international wrestling event. The heavyweight matchup pits two of the sport's biggest stars against each other far earlier than expected, and fans are reacting strongly to the early clash, with the bout drawing hundreds of thousands of engagements within days of being posted by United World Wrestling.

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    Hindi-dubbed action film 'Lali' starring Ram Charan and Sreeleela draws attention●Lali Full Movie 2026 | Ramcharan & Sreeleela | Latest South Action Hindi Dubbed Superhit Movie 2026▶youtubeCultureFilm8.9M18 min ago

    An action film titled 'Lali', presented as a Hindi-dubbed South Indian superhit starring Ram Charan and Sreeleela, is circulating widely and attracting millions of engagements under a 2026 release label. Viewers are sharing and reacting to the film across the region, with interest driven by the two stars' popularity in Telugu cinema and the strong demand for dubbed action content among Hindi-speaking audiences.

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    First song from Ranbir Kapoor's Ramayana released●Ramayana: Judi Jodi (Song) | Namit M, Nitesh T | Ranbir K, Sai P | AR Rahman, Shreya G, Kumar V▶youtubeCultureMusic9.6M16 min ago

    A new song titled 'Judi Jodi' from the upcoming film Ramayana has been released, composed by AR Rahman with vocals by Shreya Ghoshal and Kumar Varun. The film stars Ranbir Kapoor and Sai Pallavi, directed by Nitesh Tiwari. The track has drawn massive engagement from fans anticipating the big-screen adaptation of the Hindu epic.

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    Instant reactions pour in as Ramayana leaves theaters●RAMAYANA OUT OF THE THEATER INSTANT REACTION!▶youtubeCultureTheatre340K10 min ago

    Audiences are sharing immediate reactions after watching Ramayana in theaters, with responses circulating widely across social platforms. The film, an adaptation of the Hindu epic, is drawing strong attention and debate online as viewers post first impressions and encourage or warn others about seeing it on the big screen. Discussion around its visuals, scale and faithfulness to the epic is spreading quickly.

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    Recipe shows turning a quarter kilo of gram flour into 2 kg of Mysore pak●2 Kg of Mysore Pak from 1/4 Kg of Gram Flour | 100% Traditional Mysore Pak Recipe | Soft Mysore P...▶youtubeLifeFood795.4K9 min ago

    A Tamil cooking channel is drawing huge attention with a traditional Mysore pak recipe that reportedly turns just a quarter kilo of gram flour into two kilograms of the classic Indian sweet. Viewers are engaging heavily with the method, which promises a soft texture using fully traditional techniques.

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    Orry and Yogesh Bring Drama to Star-Studded Double Date●Orry & Yogesh Bring The Drama On Double Date With Splitvilla Gossip, Luxury Fashion & Fun Games!▶youtubeLifeFashion583.6K8 min ago

    Orry and Yogesh joined Neha Dhupia for a lively double date filled with Splitvilla gossip, luxury fashion talk and party games, and the episode has drawn well over half a million likes. Viewers are enjoying the chemistry between the pair and the candid reality-show chatter, with clips circulating widely as fans react to the drama and the outfits on display.

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    Meta censors No Kings Instagram account amid protest campaign●Meta censored the No Kings Instagram account during a nationwide campaignYhnSportBasketball29026 min ago

    Meta has reportedly censored the No Kings Instagram account at a time when No Kings protests are being organized across the United States. The account's removal or restriction during a nationwide campaign has drawn criticism, with claims that the platform is suppressing organizing tools for large-scale demonstrations. The episode is fueling debate over platform power and political content moderation.

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    Ramayana: Rise of a Legend Screenings Draw Audience Reactions●Ramayana Rise of a Legend out of the theater Reaction! (2026)▶youtubeCultureTheatre255.9K10 min ago

    Audience reactions are circulating for 'Ramayana: Rise of a Legend', the upcoming 2026 film based on the Hindu epic, following its theater screenings. Viewers have been sharing their first impressions after watching footage on the big screen, with strong engagement suggesting considerable interest in how the mythological story is adapted for cinema ahead of its 2026 release.

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    Ritter Planetarium Launches November Programs on Gravitational Waves and Solar System●Ritter Planetarium’s November Programming Covers Gravitational Waves, Solar System Exploration✉newsEnvironmentEnergy39 min ago

    The University of Toledo's Ritter Planetarium has announced its November programming lineup, featuring shows on gravitational waves and solar system exploration. The schedule offers visitors themed presentations tied to current astronomy topics, continuing the planetarium's role as a regional hub for public science education during the fall season.

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    Mets prioritize starting pitching in MLB offseason●What we're hearing about Mets' offseason priorities: Pitching is paramount https://www. nytimes.com/athletic/7749559/2 0MmastodonSportSports029 min ago

    The New York Mets are heading into the MLB offseason with starting pitching at the top of their wish list, according to reporting on the team's priorities. With Bo Bichette's return meaning shortstop is less of a concern, the Mets are expected to focus their major free-agent spending on bolstering the rotation rather than position players.

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    L Sivaramakrishnan named ACA Cricket Academy spin coach●L Sivaramakrishnan joins ACA Cricket Academy as spin-bowling coach✉newsSportCricket23 min ago

    Former India leg-spinner L Sivaramakrishnan has joined the ACA Cricket Academy as its spin-bowling coach. The appointment brings an experienced international cricketer into a development role, with the academy expected to benefit from his knowledge of spin bowling as he works with young players. Further details about the duration of his role and his first assignments have not yet been announced.

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    Michigan and Alaska Senate races shape battle for chamber control▼How the Michigan and Alaska dramas shape the fight for the Senate: From the Politics Desk✉newsWorldPolitics2 min ago

    NBC News' Politics Desk reports on how unfolding political dramas in Michigan and Alaska are influencing the wider fight for control of the US Senate. The piece frames the two states as key battlegrounds where candidate conflicts and party decisions could tip the balance in the chamber, with both parties watching closely as the races develop.

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    One gram gold jewellery sale draws big live audience●One gram gold jewelry live 😳 | Book 8829978997 🎁☝️ #sale▶youtubeCultureBooks486.5K13 min ago

    A jewellery seller is running a live sale of one gram gold jewellery, inviting buyers to book orders by phone. The low-cost gold-plated pieces are being promoted with a booking number and gift offers, attracting a large audience of shoppers interested in affordable imitation gold ornaments during the sale.

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    Liverpool edge Chelsea in dramatic penalty shootout●DRAMATIC SHOOTOUT! | Liverpool v Chelsea Extended Highlights▶youtubeSportSoccer2.8M27 min ago

    Liverpool and Chelsea played out a dramatic match decided by a penalty shootout, with extended highlights drawing huge attention. The game delivered high drama, and fans are reacting to the tension of the shootout and the key moments that decided the tie between two of England's biggest clubs.

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    Sam Altman is arguing that users don't need large amounts of RAM in their devices, a position framed as efficient but criticized as serving his companies' interests. Critics, notably Techdirt, argue that efficiency arguments from an AI company with cloud services conveniently shift computing power away from personal devices and into Altman's own infrastructure, raising concerns about user control.

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    Sundara Ravanan lyric video from Mohanlal film Athimanoharam draws huge attention●Sundara Ravanan - Lyric Video | Athimanoharam | Mohanlal | Tharun Moorthy | Ashiq Usman |Jakes bejoy▶youtubeCultureMusic4.5M16 min ago

    A new lyric video for the song 'Sundara Ravanan' from the Malayalam film 'Athimanoharam' has been released by Sony Music. The film stars Mohanlal and is directed by Tharun Moorthy, produced by Ashiq Usman with music by Jakes Bejoy. The song release has drawn millions of engagements, making it one of the most talked-about Malayalam music drops at the moment.

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    Jolly LLB 2 Streaming Free, Drawing Huge Viewership●Jolly LLB 2 Full Hindi Movie | Akshay Kumar, Saurabh Shukla | Bollywood Drama | Bollywood Hit▶youtubeCultureFilm4.3M18 min ago

    The 2017 Bollywood courtroom drama Jolly LLB 2, starring Akshay Kumar and Saurabh Shukla, is currently available to watch in full on Star Studios Premiere. The film, a hit directed by Subhash Kapoor, follows a small-town lawyer fighting a wrongful killing case. It is drawing millions of engagements as audiences revisit the popular Akshay Kumar comedy-drama.

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    Blogger picks three brilliant TV dramas to watch●BUTCH’S BLOG: Three Brilliant TV Dramas✉newsCultureTelevision17 min ago

    A Tillamook County columnist has published a new post recommending three television dramas, calling each one brilliant. The piece is a short review-and-recommendation column aimed at readers looking for something worth watching, rather than a news event. No details on which shows were selected were included in the headline.

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    Sam Altman Says RAM in Gaming PCs Is 'Terrible'●Sam Altman Thinks It's 'Terrible' for You to Have RAM in Your Gaming PCYhnCultureGaming2115 min ago

    OpenAI CEO Sam Altman drew criticism after saying it is 'terrible' for people to have RAM in their gaming PCs. The remark, reported by IGN, has sparked pushback from PC builders and gamers, many of whom see it as dismissing hardware choices that are standard for gaming and increasingly used for running AI models locally.

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    Hailey Bieber, Gracie Abrams Arrive at 2026 CFDA Awards▼Hailey Beiber, Gracie Abrams & More Arrive at 2026 CFDA Awards Red Carpet✉newsLifeFashion8 min ago

    Hailey Bieber, Gracie Abrams and other stars arrived on the red carpet at the 2026 CFDA Awards, the annual ceremony honoring excellence in American fashion. Celebrity arrivals are a highlight of the event, drawing attention to designers' looks and red carpet styling. Fashion outlets and fans are watching which stars and labels make the biggest impression this year.

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    Go programs exposed to Linux kernel MPTCP vulnerability●Go programs enable MPTCP by default, exposing them to Linux CVE-2026-98432YhnSportGolf2022 min ago

    Go programs are reported to enable Multipath TCP (MPTCP) by default, which exposes them to the Linux kernel vulnerability CVE-2026-98432. Developers are discussing the security implications, since applications written in Go may be affected without any explicit configuration. The Go project has published an announcement addressing the issue, and maintainers and users are debating whether default-on MPTCP is a safe choice and what mitigation steps are needed.

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    Scout, Love Gill and KashvI drama sparks online buzz●Scout, Love Gill & KashvI Drama! (TOO MUCH)▶youtubeCultureEntertainment2.4M19 min ago

    A falling-out involving Indian gaming personality Scout, Love Gill and KashvI has become a hot topic in the Indian online entertainment space. Commentator Thugesh released a breakdown of the dispute, titled 'Scout, Love Gill & KashvI Drama! (TOO MUCH)', which drew over 2.4 million likes. Viewers are debating who is at fault as clips and reactions circulate widely.

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    Trump Push on Noncitizen Voting Yields Few Charges So Far●Trump Effort to Prove Rampant Noncitizen Voting Leads to Few Charges So Far✉newsWorldPolitics2 min ago

    A Trump administration effort to document widespread voting by noncitizens has so far resulted in few criminal charges, according to a New York Times report. The findings undercut claims that noncitizen voting is rampant in US elections, and the gap between the rhetoric and the legal outcomes is drawing attention from both supporters and critics of the crackdown.

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    GE Vernova has launched an engineering education program in Greenville, according to Engineering.com. The initiative is aimed at building local engineering talent, though details on its scope, partners, or timeline have not been released.

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    Jim Cramer names six fashion stocks to buy beyond AI trade●Jim Cramer says these six fashion stocks are buys beyond the AI trade✉newsLifeFashion8 min ago

    CNBC's Jim Cramer advised investors that several fashion stocks remain worthwhile purchases even as market attention stays focused on the AI trade. He highlighted six companies in the apparel and retail sector that he sees as attractive buys, positioning them as opportunities outside the technology rally that has dominated recent market discussion.

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    Specialist frameworks help assess parents with additional needs●Parenting assessments: how specialist frameworks can help engage parents with additional needs✉newsLifeParenting5 min ago

    Community Care has published guidance on parenting assessments, focusing on how specialist frameworks can help social workers engage more effectively with parents who have additional needs, such as learning difficulties or disabilities. The piece highlights approaches designed to make assessments fairer and more supportive, a longstanding concern in children's social care practice.

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    Maximalism Takes Over Denver Fashion Week●Maximum Drama. Maximum Creativity. Maximum Style. Maximalism Takes Over Denver Fashion Week!✉newsLifeFashion8 min ago

    Denver Fashion Week is embracing maximalism this season, with designers leaning into bold, layered, and over-the-top looks rather than minimalism. Coverage highlights the runway shows as a showcase of drama, creativity and expressive style, positioning the Colorado fashion event as part of a wider trend toward maximalist aesthetics in contemporary design.

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    Go programs vulnerable to Linux remote code execution flaw CVE-2026-98432●Go programs are vulnerable to CVE-2026-98432 (Linux RCE)YhnSportGolf1322 min ago

    A new security advisory warns that programs written in Go are vulnerable to CVE-2026-98432, a remote code execution flaw affecting Linux systems. The announcement was posted on the official Go announce mailing list, urging developers to review their deployments and apply patches or mitigations. Developers are discussing the implications for production services built with Go.

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    Google proposes 'sleep framework' to help LLMs retain knowledge▼Sleep framework: A new way for LLMs to retain knowledge in continual learningYhnBusinessRetail27334 min ago

    Google Research has unveiled the sleep framework, a new approach for helping large language models retain knowledge during continual learning without forgetting previously learned information. The method takes inspiration from sleep in biological systems. The announcement is drawing attention among machine learning researchers and developers debating solutions to catastrophic forgetting in LLMs.

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