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WCCFTECH.COMSouth of Midnight – Where To Find All Notes – Chapter 6More than 100 notes to collect and read in South of Midnight are scattered throughout its 14 chapters. That might seem like a lot, but if you follow this and every other chapter guide I've posted so far, you'll see how it's straightforward to pick each one up along the way as you play through the game. And you'll want to grab them all because South of Midnight's storytelling, including these written notes, is by far the strongest part of the game. There are another 10 notes to collect in Chapter 6. Here's where to find them all. South of Midnight - Where To Find All Notes - Chapter 6 Chapter 6 doesn't give you much of a break compared to Chapter 5, as this chapter has 10, instead of 11, notes to pick up. As you'll see below, at least a few of them are clumped together. Keep Out Sign Materials - A little ways into the chapter, after using an echo of a crashed boat to jump across a river; you'll find the first note of the chapter on a box to your right. Abernathy's Lament - You'll find this note on the second level of the barn you go through to find the hole for Crouton to enter and get rid of the Stigma Knot blocking your path. To get there, you'll need to enter through the roof, which you can do by heading back the way you came through the barn, where an echo of a wagon is sitting and waiting to your left, behind a couple of trees trapped together with vines. Use the wagon to jump onto the roof of the barn, and through a hole in the roof you'll reach the second level which contains a health filament and the note. Burn After Reading - Once you see Bunny's cottage, before you walk through the gates you'll see a path to your left that leads to a combat encounter. Once you've cleared it, as you head back to Bunny's cottage you'll find this note resting on a box between two rocks to your right. Correction Requested - After walking through the gates to Bunny's cottage, walk around to the back of the cottage to find a large tree in her backyard and a small cabin to the right of the tree. Walk past the cabin and you'll see some sunflowers next to crates of honey, with the note resting on a honey crate. Notes on the Rogarou - You won't find this note, or the next three, until after completing the three combat encounters to get into Bunny's cottage. Thankfully, this note and the next three are all inside the cottage, so you're clearing through a bunch quickly. This first one is on a table in the room to your right once you walk in the door. Bunny's Journal - On Weavers - This note is in Bunny's bedroom on the second floor, on Bunny's left bedside table. Notes on Dreams and Fog - This note is also in Bunny's bedroom on the second floor, on Bunny's right bedside table. Missing Children List - You'll find this note in the secret room behind the bookshelf in Bunny's bedroom, on a desk towards the back of the secret room, to the left of where you'll see Huggin' Molly's red yarn. Burrowers Hate a Liar - After the cutscene with Bunny, and once you're in your new duds, follow the path away from the cottage and beyond a few exploding mushrooms. You'll find this note in a dead tree on the right side of the path. Huggin' Molly Sightings - After speaking to Catfish, follow the path beyond some more exploding mushrooms to the point where you'll see two paths. One that leads you to the tree Catfish was talking about by using your grapple, and the other to your left with the echo of a bridge. Take the left path to find another combat encounter, and once you've cleared it, you'll find this note on a box to your right as you exit the combat arena. And that's all the notes in South of Midnight's Chapter 6. You should have 38 out of 103 by now. Only 65 more to go. Products mentioned South of Midnight USD 12.99 Buy from Amazon Deal of the Day0 Yorumlar 0 hisse senetleri 35 Views
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WWW.ALJAZEERA.NETإسرائيل تعلن إحباط محاولة "تهريب" أسلحة من مصرإسرائيل تعلن إحباط محاولة "تهريب" أسلحة من مصرقوات خاصة إسرائيلية على الحدود مع مصر (رويترز)16/4/2025-|آخر تحديث: 16/4/202501:30 ص (توقيت مكة)قال الناطق باسم الجيش الإسرائيلي -مساء الثلاثاء- إن الجيش رصد طائرة مسيّرة حاولت تهريب أسلحة من الأراضي المصرية إلى داخل إسرائيل في منطقة عمل لواء فاران. وأضاف -في بيان- أنه "تم إسقاط الطائرة المسيرة من قبل قوات الجيش. وعند وصول قوات الأمن إلى الموقع، عثر على الطائرة و4 أسلحة وذخيرة". وتابع "تم تسليم الأسلحة المصادرة إلى شرطة إسرائيل لمتابعة المعالجة". وكان الجيش الإسرائيلي قد أعلن في وقت سابق إحباط محاولات مماثلة قال إنها لتهريب أسلحة وطائرات مسيرة إلى قطاع غزة المحاصر. ففي فبراير/شباط الماضي، أعلن الجيش عن إسقاط طائرة مسيّرة كانت تعبر من مصر إلى داخل الأراضي الإسرائيلية. كما نفّذ العديد من الغارات الجوية في قطاع غزة ضد أشخاص حاولوا استرجاع طائرات مسيّرة كانت قد عبرت إلى داخل الأراضي الفلسطينية. المصدر : وكالات0 Yorumlar 0 hisse senetleri 36 Views
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WWW.EMARATALYOUM.COM«الإمارات للشحن الجوي» تضاعف أسطولها إلى 21 طائرة بنهاية 2026كشفت «الإمارات للشحن الجوي»، ذراع الشحن في شركة طيران الإمارات، عن مضاعفة أسطول طائرات الشحن المملوكة لها إلى 21 طائرة بنهاية عام 2026، وذلك مقارنة بـ10 طائرات حالياً، في خطوة تعكس الثقة بنمو الطلب العالمي على خدمات الشحن الجوي. وقال نائب رئيس أول دائرة الشحن في «طيران الإمارات»، بدر عباس، في تصريحات صحافية على هامش منتدى الشحن العالمي للاتحاد الدولي للنقل الجوي (إياتا) الذي انطلق في دبي، أمس، إن لدى الناقلة حالياً 10 طائرات شحن، إضافة إلى ست طائرات بنظام التأجير، متوقعاً استلام 11 طائرة جديدة من طراز «بوينغ 777F» حتى نهاية العام المقبل. وأضاف أن «النمو المستهدف في أسطول طائرات الشحن يأتي ضمن استراتيجية طموحة تستند إلى الاستثمار في التكنولوجيا الحديثة، والبنية التحتية المتطورة، وتقديم حلول مخصصة لتلبية احتياجات قطاعات الشحن المتخصصة». وأوضح عباس أن شبكة «طيران الإمارات للشحن» تغطي حالياً 38 وجهة مخصصة للشحن، مع خطط لزيادة 20 وجهة جديدة في السنوات القليلة المقبلة. وأشار إلى أن العدد الإجمالي لوجهات «طيران الإمارات» حالياً، يصل إلى 148 وجهة، مدعومة بشبكة واسعة من الشركاء حول العالم، فيما يصل أسطول الناقلة إلى 260 طائرة، منها 250 طائرة ركاب، مع توقعات أن يتجاوز إجمالي الأسطول 300 طائرة في عام 2030. وبيّن أن «الإمارات للشحن السريع» التي أُطلقت أخيراً، وهي خدمة توصيل من الباب إلى الباب، تستهدف الشركات، وتغطي حالياً سبع أسواق تشمل: الإمارات، السعودية، الكويت، البحرين، عُمان، بريطانيا، جنوب إفريقيا، مع خطط للتوسع مستقبلاً. وأشار عباس إلى أن مركز «الإمارات للشحن الجوي» يُعدّ أكبر منشأة متطورة لمناولة البضائع في العالم، يوفر قدرة مناولة تصل إلى 2.3 مليون طن سنوياً عبر مطاري دبي وآل مكتوم الدوليين. إلى ذلك، أعلنت «الإمارات للشحن الجوي»، تسيير رحلة أسبوعية مخصصة للشحن إلى مطار «ناريتا» الدولي في اليابان، ليرتفع بذلك عدد وجهات رحلاتها إلى 38 وجهة في مختلف أرجاء العالم. وتحظى هذه الرحلة بأهمية كبيرة كونها أول رحلة مباشرة ومنتظمة للشحن بين مطار «ناريتا» ومنطقة الشرق الأوسط، ما يتيح نقل الشحنات بشكل أسرع وأكثر مرونة من اليابان وإليها، التي تتميّز بقاعدة صناعية راسخة ومتنوعة، وتُعدّ إحدى الأسواق الرئيسة لـ«الإمارات للشحن الجوي»، التي تُسيّر رحلتي شحن أسبوعياً إلى مطار «كانساي» الدولي. وستعزز رحلة الشحن، المقرر إطلاقها قريباً إلى مطار «ناريتا» الدولي، سعات الشحن المتاحة بمقدار 100 طن في كل اتجاه، حيث يتوقع أن تشمل الشحنات على هذا الخط قطع غيار السيارات والآلات، وأشباه الموصلات، والأدوية المتطورة، والتي تنقل بسرعة وكفاءة وموثوقية عالية بالاعتماد على محفظة منتجات الإمارات للشحن الجوي متعددة القطاعات. وستبدأ «الإمارات للشحن الجوي»، تسيير رحلة الشحن الأسبوعية إلى مطار «ناريتا» الدولي اعتباراً من 24 مايو 2025، حيث ستصل الرحلة «ئي كيه 9413» إلى مطار «ناريتا» يوم السبت من كل أسبوع في الساعة الواحدة بعد منتصف الليل، فيما تقلع رحلة العودة إلى مطار «دبي وورلد سنترال» الساعة الثالثة فجراً بالتوقيت المحلي. وقال عباس: «يُعدّ توسيع شبكة رحلات طائرات الشحن أولوية رئيسة في خطتنا الاستراتيجية الممتدة لـ10 سنوات، ومع بدء استلامنا لطائرات الشحن الجديدة كلياً من طراز (بوينغ 777)، أصبحنا قادرين على الوصول إلى أسواق جديدة بطاقات استيعابية أكبر». وأضاف: «يشهد الطلب على منتجاتنا وخدماتنا عالمية المستوى نمواً مطرداً في مطار (ناريتا)، لاسيما على شحن الأدوية والإلكترونيات الاستهلاكية على متن رحلاتنا اليومية للمسافرين، بينما كان يجري تحويل الشحنات الضخمة أو ذات الأحجام الكبيرة، مثل قطع غيار الآلات، إلى مطار (كانساي) الدولي لنقلها على متن رحلات (الإمارات للشحن الجوي)». وتابع عباس: «سيتيح لنا تشغيل رحلة أسبوعية مخصصة للشحن من مطار (ناريتا) تطوير عملياتنا في اليابان ودعم عملائنا العالميين بشكل أفضل من خلال توفير ربط مباشر مع دبي وعبرها». يذكر أن «الإمارات للشحن الجوي»، تخدم أربع وجهات في منطقة شرق وجنوب شرق آسيا من خلال 57 رحلة لطائرات الشحن أسبوعياً، كما تستفيد من سعات الشحن المتاحة على أكثر من 290 رحلة ركاب تُسيّرها «طيران الإمارات» أسبوعياً. أكبر مركز شحن جوي عالمي قال نائب رئيس أول دائرة الشحن في «طيران الإمارات»، بدر عباس، إن «حكومة دبي تعمل على تطوير مطار آل مكتوم الدولي، ليصبح أكبر مركز شحن جوي في العالم، بقدرة استيعابية تصل إلى 12 مليون طن عند إنجاز مشروع المطار»، مضيفاً: «نتعاون لبناء مستقبل القطاع اللوجستي، ونسعى إلى أن نكون جزءاً أساسياً من تحقيق رؤية الإمارة في أن تكون المركز العالمي الأول للشحن متعدد الوسائط». . 38 وجهة تغطيها «طيران الإمارات للشحن» حالياً مع خطط لزيادة 20 وجهة جديدة في السنوات القليلة المقبلة.0 Yorumlar 0 hisse senetleri 40 Views
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WWW.TECH-WD.COMنيوم تستثمر في Liberation Labs لتأسيس منشأة لإنتاج الغذاء الحيوي في السعوديةالرئيسية/الأخبار/نيوم تستثمر في Liberation Labs لتأسيس منشأة لإنتاج الغذاء الحيوي في السعودية الأخبار نيوم تستثمر في Liberation Labs لتأسيس منشأة لإنتاج الغذاء الحيوي في السعودية◾صندوق نيوم للاستثمار يموّل شركة Liberation Labs لدعم تأسيس منشأة حيوية متقدمة لإنتاج الغذاء في السعودية.◾يهدف المشروع لتعزيز الأمن الغذائي في المملكة وتطوير قطاع الأغذية الحيوية باستخدام تقنية التخمير الدقيق.◾الاستثمار يعزز دور نيوم كمركز لاقتصاد المعرفة ومُحفّز للابتكار في مجال التقنية الحيوية الغذائية.أعلن صندوق نيوم للاستثمار (NIF)، الذراع الاستثماري لمشروع نيوم، عن استثمار استراتيجي في شركة Liberation Labs الأمريكية المتخصصة في تصنيع الأغذية الحيوية باستخدام تقنية التخمير الدقيق.يهدف هذا الاستثمار إلى دعم شركة Topian، التابعة لنيوم والمتخصصة في قطاع الأغذية، في تصميم وتطوير منشأة صناعية متقدمة داخل المملكة، تعتمد على التقنية الحيوية لإنتاج أغذية مبتكرة بديلة عن مصادر الغذاء التقليدية.وقال الدكتور خوان كارلوس موتامايور، الرئيس التنفيذي لشركة Topian:«هذا الاستثمار لا يهدف فقط إلى تقليل الاعتماد على واردات الغذاء وتحقيق أمن غذائي أكبر، بل يسهم أيضًا في خلق فرص اقتصادية جديدة ووظائف عالية المهارة، ما يمنح المملكة ميزة تنافسية في قطاع الأغذية المتقدمة وعالية القيمة.»يمثّل هذا المشروع أحد أوجه استراتيجية نيوم لتطوير منظومة متكاملة لاقتصاد المعرفة، وتعزيز موقعها كمحفز رئيسي للابتكار في السعودية والمنطقة. كما يُعد خطوة مهمة نحو ترسيخ دور نيوم في دعم الاستثمارات المؤثرة في التقنيات المستقبلية.حول الشركاءLiberation Labs هي شركة تصنيع أغذية تعتمد على التخمير الدقيق، وتملك شبكة عالمية من المنشآت المصممة خصيصًا لإنتاج منتجات حيوية مستدامة على نطاق واسع.صندوق نيوم للاستثمار (NIF) يركز على تمويل مشاريع تدعم نمو القطاعات المعرفية الـ15 التي تشكّل ركيزة مستقبل نيوم، ويمثل أحد الأدوات التنفيذية الرئيسة في تحقيق رؤيتها الطموحة.ويُتوقع أن يُسهم هذا التعاون في دفع السعودية لتكون ضمن أبرز الدول الرائدة عالميًا في تصنيع الأغذية الحيوية وابتكار الحلول الغذائية المستدامة. تابع عالم التقنية على0 Yorumlar 0 hisse senetleri 34 Views
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WWW.YOUTUBE.COMWhat's NEW in Unity 6.1?What's NEW in Unity 6.1?0 Yorumlar 0 hisse senetleri 34 Views
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WWW.GAMESPOT.COMAll Subclasses In Baldur's Gate 3 And How To Unlock Them Following Patch 8Patch 8 in Baldur's Gate 3 has finally arrived, and it has introduced 12 brand-new subclasses to the RPG. These subclasses offer a fresh way to play every single main class in BG3, each of them with new abilities, spells, dialogue, and animations. This gives you a chance to completely change up combat and gameplay itself, even if you've been playing the game since its launch in 2023.However, the subclasses in BG3 aren't available right from the start of the game. You need to unlock them by progressing one or more main classes to a certain level, depending on which subclass(es) you'd like to play. Below, you can see each subclass and how to unlock all of them in BG3.If you're new to the game as of Patch 8 or later, or even if you'd just like more help with it, check out our robust Baldur's Gate 3 guides hub, which is loaded with guides on every topic, including many more class guides, as well as help on topics like romance, the game's hardest quests, recruiting companions, and a lot more. Path of the Giant BarbarianUnlock requirement: Barbarian level 3First up is the Path of the Giant Barbarian, which is unlocked once you reach level 3 with the Barbarian class in BG3. The class "draws strength from the same primal forces as them," giving your character extra strength in all facets of the game.Path of the Giant Barbarian initially comes with the Vaprak's Greed subclass feature, increasing carrying capacity by a quarter and the Giant's Rage class action. At level 5, you unlock the Boot of the Giants class action. Boot of the Giants lets you try to kick your target farther away from you, and the success rate depends on your Athletics stat. Level 6 unlocks the Elemental Cleaver class action, which works well with Giant's Rage, and level 10 unlocks the Mighty Impel class action, allowing you to throw opponents in addition to kicking them. College of Glamour BardUnlock requirement: Bard level 3The College of Glamour Bard is unlocked at level 3 in the Bard class, and it emphasizes unleashing the magic that you learned from fey creatures.The subclass has two main class actions, Mantle of Inspiration and Mantle of Majesty: Command. Mantle of Inspiration is unlocked at level 3, and it imbues two of your allies with vigor to grant them five temporary HP points while Mantle of Majesty: Command is unlocked at level 10 and commands a creature to perform a variety of actions. Level 6 also improves Mantle of Inspiration to heal allies more, while level 10 improves Mantle of Majesty: Command to command more targets at once. Death Domain ClericUnlock requirement: Cleric level 1The Death Domain Cleric is one of the more involved subclasses that arrived with Patch 8 in BG3. It's unlocked immediately at level 1 and comes with a plethora of spells, class actions, and features as you level it up.Here's a rundown of everything you can unlock as the Death Domain Cleric:Level 1: Martial Weapons proficiency, Reaper passive, three always prepared Domain Spells (Bone Chill, False Life, Ray of Sickness)Level 2: Channel Divinity: Touch of Death passive, Touch of Death reactionLevel 3: Two always prepared Domain Spells (Blindness, Ray of Enfeeblement)Level 5: Two always prepared Domain Spells (Animate Dead, Vampiric Touch)Level 6: Inescapable Destruction passiveLevel 7: Two always prepared Domain Spells (Blight, Death Ward)Level 8: Divine Strike: Necrotic class actionLevel 9: Two always prepared Domain Spells (Cloudkill, Contagion) Circle of Stars DruidUnlock requirement: Druid level 2The Circle of Stars Druid is a Druid subclass that looks to the stars for answers and understanding. This fuels your druidic magic, and it can be unlocked at level 2 with the Druid class.Here's everything you unlock as the Circle of Stars Druid:Level 2: Guidance cantrip, Starry Form passive (comes with three separate forms that use a Wild Shape Charge to conjure), two Star Maps, two Circle of the Stars spells (Guiding Bolt, Star Map: Guiding Bolt)Level 5: An additional Star MapLevel 6: Cosmic Omen passive, three Cosmic OmensLevel 9: An additional Star Map and Cosmic OmenLevel 10: Twinkling Constellations passive Arcane Archer FighterUnlock requirement: Fighter level 3Up next is the Arcane Archer Fighter, which is a very well-known subclass in the D&D community. The subclass essentially makes your Fighter a mix between a magic and ranged user. It's unlocked at level 3 for the Fighter class.The subclass can get a little complicated with its abilities, but here's everything you can unlock for it in BG3:Level 3: Gain Arcana and Nature proficiencies, choose one of three Cantrips (Guidance, Light, True Strike), gain four Arcane Arrows and three Arcane Shots. The Arcane Shots are as follows: Bursting ArrowEnfeebling ArrowBeguiling ArrowBanishing ArrowSeeking ArrowShadow ArrowGrasping ArrowPiercing ArrowLevel 7: Curving Shot passive, Magic Arrow passive, gain three additional Arcane Arrows and one additional Arcane ShotLevel 10: Gain three additional Arcane Arrows and one additional Arcane Shot Way of the Drunken Master MonkUnlock requirement: Monk level 3Easily the most humorous of all the new subclasses, the Way of the Drunken Master Monk offers a completely new experience in BG3. It's unlocked at level 3 for the Monk class and comes with some especially unique abilities.Here's everything you can unlock as the Way of the Drunken Master Monk:Level 3: Cheeky Tippie passive, Drunken Performance passive, Drunken Technique class actionLevel 4: Intoxicating Strike class action, Life of the Party passiveLevel 6: Leap to your Feet passive, Redirect Attack passive/reactionLevel 9: Sobering Realisation class actionLevel 11: Drunkard's Luck passive Oath of the Crown PaladinUnlock requirement: Paladin level 1Oath of the Crown Paladin is one of the more unique new subclasses in BG3. It's unlocked at level one and comes with special dialogue if you choose the Oathbreaker Knight path.Here are all the abilities you can unlock as the Oath of the Crown Paladin in BG3:Level 1: Oath of the Crown Tenets passive (Law, Loyalty, Responsibility), Righteous Clarity class actionLevel 3: Champion Challenge class action, Turn the Tide class action, two always prepared spells (Command, Compelled Duel)Level 5: Two always prepared spells (Warding Bond, Spiritual Weapon)Level 7: Divine Allegiance passiveLevel 9: Two always prepared spells (Spirit Guardians, Crusader's Mantle) Swarmkeeper RangerUnlock requirement: Ranger level 3The Swarmskeeper subclass for the Ranger is particularly interesting in BG3, as it allows you to select a "Gathered Swarm" that determines the form your swarm takes in combat. You can choose between the Legion of Bees, Cloud of Jellyfish, and Flurry of Moths. All three swarm forms come with different animations, abilities, and types of damage. Swarmskeeper Ranger is unlocked at level 3.Here's everything you unlock as the Swarmskeeper Ranger:Level 3: Prey's Sent passive, Gathered Swarm (Legion of Bees, Cloud of Jellyfish, Flurry of Moths), two always prepared spells (Mage Hand, Faerie Fire)Level 5: Web always prepared spellLevel 7: Three Withering Currents, Writing Tide class action (cast using Withering Currents)Level 9: One additional Writhing Tide charge, Gaseous Form always prepared spellLevel 11: Mighty Swarm passive (allows your Gathered Swarm to deal extra damage and gain new abilities) Swashbuckler RogueUnlock requirement: Rogue level 3The Swashbuckler Rogue is another fun subclass that allows your Rogue to portray a conniving pirate, using your blade and fast moves to dispatch enemies. It's unlocked at level three for the Rogue class and comes with especially lethal abilities if you can stay hidden.Here are all of the features that come with the Swashbuckler subclass in BG3:Level 3: Fancy Footwork passive, Rakish Audacity passive, Rakish Sneak Attack (melee), Rakish Sneak Attack (ranged)Level 4: Learn one of three Dirty Tricks (Flick O' The Wrist, Sand Toss, Vicious Mockery)Level 9: Panache class action Shadow Magic SorcererUnlock requirement: Sorcerer level 1It almost seems like the Shadow Magic Sorcerer was designed for Shadowheart alone, but the Sorcerer subclass can be used as any Origin character or Tav. The subclass is unlocked at level one and allows your Sorcerer to draw dark power directly from the Shadowfell.Here are all of the abilities you unlock as the Shadow Magic Sorcerer in BG3:Level 1: Eyes of the Dark passive, Strength of the Grave passiveLevel 3: Darkness evocation spell, Eyes of the Dark: Darkness evocation spellLevel 6: Hound of Ill Omen class actionLevel 11: Shadow Walk class action Hexblade WarlockUnlock requirement: Warlock level 1The Warlock class has always had some of the most enjoyable subclasses in BG3, and that trend continues with the Hexblade. This subclass is unlocked at level 1 for the Warlock class and features a huge variety of spells, abilities, and other passives to use.Here's everything you unlock as the Hexblade Warlock:Level 1: Hex Warrior passive, Bind Hexed Weapon passive, Hexblade's Curse class action, two 1st level spells (Shield, Wrathful Smite)Level 3: Two 2nd level spells (Blur, Branding Smite)Level 5: Two 3rd level spells (Blink, Elemental Weapon)Level 6: Accursed Spectre reaction (Feeble Spectre, Mundane Spectre, Primordial Spectre)Level 7: Four 4th level spells (Phantasmal Killer, Staggering Smite, Dominate Beast, Greater Invisibility)Level 9: Two 5th level spells (Banishing Smite, Cone of Cold)Level 10: Armour of Hexes passive/reaction Bladesinging WizardUnlock requirement: Wizard level 2Finally, the twelfth and last new subclass in BG3 is the Bladesinging Wizard. This subclass is unlocked at level 2 for the Wizard class and makes use of the Bladesong spell that grants proficiency in your armor class, boosts movement speed, increases Acrobatics, and improves Constitution saving throws.To see everything else the Bladesinging Wizard has to offer, look below:Level 2: Two Bladesong Power charges (used to cast Bladesong), Training in War and Song passiveLevel 5: Additional Bladesong Power chargeLevel 6: Extra Attack passiveLevel 9: Additional Bladesong Power chargeLevel 10: Song of Defense passive/reaction0 Yorumlar 0 hisse senetleri 22 Views
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GAMERANT.COMHow to Make a Rune Altar in RuneScape DragonwildsRuneScape: Dragonwilds is a survival crafting game with quite a few features that set it apart from the crowd, and one such feature is its magic system. Players can cast spells to help them gather resources and defeat enemies in RuneScape: Dragonwilds, but all magic spells require special ammunition that can only be crafted at a Rune Altar.0 Yorumlar 0 hisse senetleri 23 Views
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BLOGS.NVIDIA.COMMath Test? No Problems: NVIDIA Team Scores Kaggle Win With Reasoning ModelThe final days of the AI Mathematical Olympiad’s latest competition were a transcontinental relay for team NVIDIA. Every evening, two team members on opposite ends of the U.S. would submit an AI reasoning model to Kaggle — the online Olympics of data science and machine learning. They’d wait a tense five hours before learning how well the model tackled a sample set of 50 complex math problems. After seeing the results, the U.S. team would pass the baton to teammates waking up in Armenia, Finland, Germany and Northern Ireland, who would spend their day testing, modifying and optimizing different model versions. “Every night I’d be so disappointed in our score, but then I’d wake up and see the messages that came in overnight from teammates in Europe,” said Igor Gitman, senior applied scientist. “My hopes would go up and we’d try again.” While the team was disheartened by their lack of improvement on the public dataset during the competition’s final days, the real test of an AI model is how well it can generalize to unseen data. That’s where their reasoning model leapt to the top of the leaderboard — correctly answering 34 out of 50 Olympiad questions within a five-hour time limit using a cluster of four NVIDIA L4 GPUs. “We got the magic in the end,” said Northern Ireland-based team member Darragh Hanley, a Kaggle grandmaster and senior large language model (LLM) technologist. Building a Winning Equation The NVIDIA team competed under the name NemoSkills — a nod to their use of the NeMo-Skills collection of pipelines for accelerated LLM training, evaluation and inference. The seven members each contributed different areas of expertise, spanning LLM training, model distillation and inference optimization. For the Kaggle challenge, over 2,200 participating teams submitted AI models tasked with solving 50 math questions — complex problems at the National Olympiad level, spanning algebra, geometry, combinatorics and number theory — within five hours. https://blogs.nvidia.com/wp-content/uploads/2025/04/Sample-Reasoning-AI.mp4 The team’s winning model uses a combination of natural language reasoning and Python code execution. To complete this inference challenge on the small cluster of NVIDIA L4 GPUs available via Kaggle, the NemoSkills team had to get creative. Their winning model used Qwen2.5-14B-Base, a foundation model with chain-of-thought reasoning capabilities which the team fine-tuned on millions of synthetically generated solutions to math problems. These synthetic solutions were primarily generated by two larger reasoning models — DeepSeek-R1 and QwQ-32B — and used to teach the team’s foundation model via a form of knowledge distillation. The end result was a smaller, faster, long-thinking model capable of tackling complex problems using a combination of natural language reasoning and Python code execution. To further boost performance, the team’s solution reasons through multiple long-thinking responses in parallel before determining a final answer. To optimize this process and meet the competition’s time limit, the team also used an innovative early-stopping technique. A reasoning model might, for example, be set to answer a math problem 12 different times before picking the most common response. Using the asynchronous processing capabilities of NeMo-Skills and NVIDIA TensorRT-LLM, the team was able to monitor and exit inference early if the model had already converged at the correct answer four or more times. TensorRT-LLM also enabled the team to harness FP8 quantization, a compression method that resulted in a 1.5x speedup over using the more commonly used FP16 format. ReDrafter, a speculative decoding technique developed by Apple, was used for a further 1.8x speedup. The final model performed even better on the competition’s unseen final dataset than it did on the public dataset — a sign that the team successfully built a generalizable model and avoided overfitting their LLM to the sample data. “Even without the Kaggle competition, we’d still be working to improve AI reasoning models for math,” said Gitman. “But Kaggle gives us the opportunity to benchmark and discover how well our models generalize to a third-party dataset.” Sharing the Wealth The team will soon release a technical report detailing the techniques used in their winning solution — and plans to share their dataset and a series of models on Hugging Face. The advancements and optimizations they made over the course of the competition have been integrated into NeMo-Skills pipelines available on GitHub. Key data, technology, and insights from this pipeline were also used to train the just-released NVIDIA Llama Nemotron Ultra model. “Throughout this collaboration, we used tools across the NVIDIA software stack,” said Christof Henkel, a member of the Kaggle Grandmasters of NVIDIA, known as KGMON. “By working closely with our LLM research and development teams, we’re able to take what we learn from the competition on a day-to-day basis and push those optimizations into NVIDIA’s open-source libraries.” After the competition win, Henkel regained the title of Kaggle World Champion — ranking No. 1 among the platform’s over 23 million users. Another teammate, Finland-based Ivan Sorokin, earned the Kaggle Grandmaster title, held by just over 350 people around the world. For their first-place win, the group also won a $262,144 prize that they’re directing to the NVIDIA Foundation to support charitable organizations. Meet the full team — Igor Gitman, Darragh Hanley, Christof Henkel, Ivan Moshkov, Benedikt Schifferer, Ivan Sorokin and Shubham Toshniwal — in the video below: Sample math questions in the featured visual above are from the 2025 American Invitational Mathematics Examination. Find the full set of questions and solutions on the Art of Problem Solving wiki.0 Yorumlar 0 hisse senetleri 23 Views
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WWW.POLYGON.COMWhat to know about Daredevil: Born Again season 2Worried about the uncertain ending of Daredevil: Born Again, and wondering when, if ever, the show will return for a second season? With seven years between the final installment of Netflix’s Daredevil and this year’s Daredevil: Born Again, nobody would blame you for assuming the wait will be a long one. Fortunately, Disney Plus’ more MCU-integrated Daredevil series will return almost unbelievably soon, as far as the realm of comic book TV shows goes. And… there’s maybe even a season 3 on the way? Daredevil: Born Again season 2: When will it come out? Marvel Studios announced they were already planning a Daredevil: Born Again season 2 in August 2024 — not particularly surprising, as the show was initially conceived as a finite 18-episode series. While production was paused for the 2023 Hollywood strikes, Marvel execs made the decision to overhaul the show and rewrite and reshoot some of what had already been shot. Speaking to The Reel Roundup in February, Marvel Studios head of streaming Brad Winderbaum said that shooting for Born Again season 2’s eight episodes would begin in the first week of March, with a plan to release the season in a year — placing the season premiere in early 2026. “Hopefully,” Winderbaum concluded, “we’ll be able to expect a new Daredevil season annually.” Marvel Studios hasn’t made any official announcements about a Born Again season 3, however. Though it has announced that it’s working on a solo TV special for Jon Bernthal’s Punisher, also set to air in 2026, at least according to The Hollywood Reporter. What will Daredevil: Born Again season 2 be about? We can’t say for certain, but Charlie Cox (Daredevil), Vincent D’Onofrio (Kingpin), Deborah Ann Woll (Karen), Wilson Bethel (Bullseye), Clark Johnson (Cherry), Genneya Walton (BB Urich), and Michael Gandolfini (Fisk’s smarmy little Yes Man, Daniel) are all confirmed to return, so expect their plotlines to continue. Also confirmed to return? Elden Henson (Foggy), despite his character’s death, curiously enough. Could be a flashback, could be a Catholic-guilt-laden dream or hallucination — heck, in the wide world of Marvel Comics Daredevil stories, it wouldn’t be unheard of for Matt to make a trip to literal hell to get Foggy back. We’ll have to wait and see. [Ed. note: The rest of this piece contains spoilers for the end of Daredevil: Born Again season 1.] How does Fisk leave office in the comics? That’s the million-dollar question asked at the end of Daredevil: Born Again: How can Matt Murdock prevail against a man with criminal and institutional power? Not alone, the finale episode implies, but with the united front of all his allies, vigilantes and civilians alike. But it’s likely left you wondering how this all turned out in the comics. Daredevil: Born Again is heavily influenced by writer Charles Soule’s 2015 run on Daredevil, in which Wilson Fisk became mayor and a mysterious serial killer/graffiti artist called Muse went on a killing spree. But when Soule left the book in 2018, Fisk was still in power! In the comics, Wilson Fisk didn’t actually lose the mayoral seat until the Devil’s Reign story arc, from writer Chip Zdarsky and artist Marco Checchetto, in which a city attorney witnesses him beating Matt Murdock to death (it wasn’t actually Matt, it was a guy who looked just like him, but don’t worry about that). It doesn’t seem like Born Again is headed in exactly that direction, but a reputable and righteous witness to one of his acts of brutality would be one way Born Again could get him out of Gracie Mansion. But if we go back to Soule’s Daredevil, there may be another answer. Fisk does not leave office during Soule’s work, but Matt is still able to use his resources as a district attorney and as Daredevil to dissuade Fisk from enacting his anti-superhuman registration act, eking out at least that win. That could be one direction that Born Again’s writers choose to go in, with Daredevil torpedoing Fisk’s plans to make Red Hook a haven from the law but in a way that leaves the Kingpin’s mayoralty intact. We’ll find out in 2026!0 Yorumlar 0 hisse senetleri 21 Views