Putins ukraine invasion
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Putin's invasion of Ukraine was foreseen and assessed more than a month prior to the actual invasion in February 2022. In January 2022, an analysis was conducted that accurately predicted Russia would launch a large-scale military attack against Ukraine. This analysis has since been corroborated by the events that unfolded with Russia's full-scale invasion of Ukraine in late February.
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Secondary Research References
This document contains references from 2 magazine articles and 4 music videos accessed from YouTube websites. The magazine references are from Mix Mag published in June 2015 and June 2013 on the topics of Ibiza Starts Here 2012 and Space. The YouTube references are for music videos by Nina Nesbitt, Gorgan City featuring Jennifer Hudson, Taylor Swift, and Years and Years accessed on May 6, 2015.
2014 calendar
This document appears to be a calendar of events for the year 2014 that includes dates, event names, hashtags, photos and photo credits. It lists various environmental, cultural and commemorative events throughout the year such as World Heritage Day in April, World Migratory Bird Day in May, World Photo Day in August and World Conference on Indigenous Peoples in September. Most events include a photo and photo credit as well as links to related websites. The calendar promotes sharing photos and events on social media.
17 Punjab and 43 Baluch in 1971 war
The document discusses the roles of Punjab and Baluch regiments in the 1971 war. It was published on September 2023 with a DOI number and was written by Agha H Amin.
BATTLE OF PANDU
Major Agha H. Amin was commissioned in the old PAVO Cavalry in 1983. He served in various command, staff, research, logistics and instructional positions over his military career. In his civilian career, he performed projects in infrastructure and transmission lines in Uzbekistan, Afghanistan, and Turkmenistan. He has authored over 120 books and journals on military topics. The document goes on to describe a battle of Pandu fought by the 4/10 Baluch battalion against India in the 1947-48 Kashmir war, and criticizes the omission of accurate accounts of the battle from official Pakistani military histories.
Battles of Najafgarh , Gangiri and Delhi Ridge
- The 6th Dragoon Guards regiment arrived in Bengal, India from England in November 1856 and was stationed in Meerut at the time of the 1857 rebellion.
- During the rebellion, the regiment saw action at Ghaziabad, Badli Ki Serai, Delhi, and helped destroy a rebel battery at Eidgah with no reported casualties.
- It lost a few men at the battles of Ghaziabad, Badli Ki Serai, and in minor actions in July 1857 but overall emerged from the rebellion relatively lightly compared to other British units.
- However, the limited historical sources available in Pakistan make it difficult for researchers there to find all details on the regiment's role and casualties during
10 Punjab in 1965 war
The battalion was part of an infantry brigade deployed at Sulaimanke Headworks during the 1965 war with India. It saw little serious action as it primarily engaged Indian border police posts that were no match for regular Pakistani army battalions. The battalion suffered only 3 fatal casualties for the entire war, showing it faced little militarily credible opposition. While the battalion performed well, it must be remembered that it faced inferior Indian border police rather than other army units.
9 punjab in 1965 war
This document summarizes the performance of the 9 Punjab battalion during the 1965 war with India. The battalion was part of the 12th Division of the Pakistan Army and was tasked with capturing the town of Chhamb. Despite having significant superiority in tanks and artillery, the 12th Division failed to cross the Tawi River on the first day. The 9th Punjab battalion suffered 15 killed and 31 wounded but managed to form a bridgehead across the Tawi. After the war, the battalion was praised for its performance and received several awards, though its strategic impact was limited due to the overall failure of Operation Grand Slam.
Recommended
Secondary Research References
This document contains references from 2 magazine articles and 4 music videos accessed from YouTube websites. The magazine references are from Mix Mag published in June 2015 and June 2013 on the topics of Ibiza Starts Here 2012 and Space. The YouTube references are for music videos by Nina Nesbitt, Gorgan City featuring Jennifer Hudson, Taylor Swift, and Years and Years accessed on May 6, 2015.
2014 calendar
This document appears to be a calendar of events for the year 2014 that includes dates, event names, hashtags, photos and photo credits. It lists various environmental, cultural and commemorative events throughout the year such as World Heritage Day in April, World Migratory Bird Day in May, World Photo Day in August and World Conference on Indigenous Peoples in September. Most events include a photo and photo credit as well as links to related websites. The calendar promotes sharing photos and events on social media.
17 Punjab and 43 Baluch in 1971 war
The document discusses the roles of Punjab and Baluch regiments in the 1971 war. It was published on September 2023 with a DOI number and was written by Agha H Amin.
BATTLE OF PANDU
Major Agha H. Amin was commissioned in the old PAVO Cavalry in 1983. He served in various command, staff, research, logistics and instructional positions over his military career. In his civilian career, he performed projects in infrastructure and transmission lines in Uzbekistan, Afghanistan, and Turkmenistan. He has authored over 120 books and journals on military topics. The document goes on to describe a battle of Pandu fought by the 4/10 Baluch battalion against India in the 1947-48 Kashmir war, and criticizes the omission of accurate accounts of the battle from official Pakistani military histories.
Battles of Najafgarh , Gangiri and Delhi Ridge
- The 6th Dragoon Guards regiment arrived in Bengal, India from England in November 1856 and was stationed in Meerut at the time of the 1857 rebellion.
- During the rebellion, the regiment saw action at Ghaziabad, Badli Ki Serai, Delhi, and helped destroy a rebel battery at Eidgah with no reported casualties.
- It lost a few men at the battles of Ghaziabad, Badli Ki Serai, and in minor actions in July 1857 but overall emerged from the rebellion relatively lightly compared to other British units.
- However, the limited historical sources available in Pakistan make it difficult for researchers there to find all details on the regiment's role and casualties during
10 Punjab in 1965 war
The battalion was part of an infantry brigade deployed at Sulaimanke Headworks during the 1965 war with India. It saw little serious action as it primarily engaged Indian border police posts that were no match for regular Pakistani army battalions. The battalion suffered only 3 fatal casualties for the entire war, showing it faced little militarily credible opposition. While the battalion performed well, it must be remembered that it faced inferior Indian border police rather than other army units.
9 punjab in 1965 war
This document summarizes the performance of the 9 Punjab battalion during the 1965 war with India. The battalion was part of the 12th Division of the Pakistan Army and was tasked with capturing the town of Chhamb. Despite having significant superiority in tanks and artillery, the 12th Division failed to cross the Tawi River on the first day. The 9th Punjab battalion suffered 15 killed and 31 wounded but managed to form a bridgehead across the Tawi. After the war, the battalion was praised for its performance and received several awards, though its strategic impact was limited due to the overall failure of Operation Grand Slam.
8 Punjab in 1965 war
The battalion was deployed as a guard battalion but parts saw action in 1965 war including C Company commanded by Major Anis. C Company withdrew from its position exposing the rear of 16 Punjab to Indian attack, effectively sealing 16 Punjab's fate. C Company's withdrawal doomed 16 Punjab and was described as cowardly and the cause of 16 Punjab's debacle. While most of 8 Punjab saw no action, C Company under Major Anis performed poorly and was to blame for 16 Punjab's defeat.
7 Punjab in 1965 war
1) The battalion was deployed as part of 11 Division along the Ravi-Sutlej Corridor according to maps.
2) The battalion faced a brigade-level attack from the Indian army using three infantry battalions and a tank squadron.
3) A captain from the Pakistani artillery played a crucial role by engaging the attacking forces with 60 medium shells, repulsing the Indian attack.
6 Punjab in 1965 war
The battalion was deployed in September 1965 as part of Operation Grand Slam, relieving the 13th Punjab battalion near Dalpat-Chak Kirpal. According to Brigadier Rizvi, the battalion attacked towards Fatwal along with 13 Lancers, advancing up to 6 miles near Kasur and suffering 9 killed and 21 wounded. However, records list the battalion as losing either 9, 11, or 10 killed. The battalion had little impact as it joined the war late when the focus had shifted, and did not receive any awards despite actions in the Rann of Kutch prior to the war.
NORTH LINCOLNSHIRE REGIMENT OF FOOT IN 1857-59 BATTLES
This document provides biographical and career details of Major Agha.H.Amin, who was commissioned in the old PAVO Cavalry in March 1983. It discusses his education, various military and civilian positions held over his career, publications authored, and contact information. The document also briefly describes a study aid about British infantry battalions that participated in the battles of 1857-59 in India, including their roles, operations, casualties, and contributions to the outcome of the war.
2 PUNJAB IN 1965 WAR
The 2nd Battalion of the Punjab Regiment fought in the 1965 war against India. While it received several gallantry awards, the document argues that its role was exaggerated and it did not actually face most of the major Indian attacks. Only one company saw direct fighting on the first day, and it dispersed against heavy odds. The battalion was deployed away from the main sites of battle and did not face significant enemy forces apart from this initial engagement. Its impact on the decisive Battle of Chawinda was marginal.
HM 8TH FOOT AT DELHI AND LUCKNOW
This document provides information about Major Agha.H.Amin, including his military and civilian career experiences. It notes that he was commissioned in the old PAVO Cavalry in March 1983, attended Saint Marys Academy Lalazar and Forman Christian College Lahore, and served in various command, staff, research, logistics and instructional positions in the military. It also lists some of his civilian career projects and publications. The document provides his contact email addresses.
1ST BATTALION WARWICKSHIRE REGIMENT IN 1857-59 BATTLES.pdf
- 1st Battalion HM 8th Foot was stationed in India when the 1857 rebellion broke out. It was involved in securing areas around Delhi.
- At the siege of Delhi in September 1857, it suffered 46 of its total 57 fatal casualties and played a marginal role in the assault.
- Overall it saw minor action in other battles, with limited casualties. The majority of its casualties occurred at the decisive battle of Delhi.
Northumberland Fusiliers in 1857-59 Battles.pdf
The 1st Battalion of the 5th Regiment of Foot (Northumberland Fusiliers) was stationed in Mauritius when it was called to reinforce British forces in India during the 1857 uprising. The battalion arrived in Calcutta in July and August 1857. It participated in key battles including relieving Arrah where it suffered two casualties, the first relief of Lucknow where it suffered heavy losses and helped ensure the relief's success, the defense of the Lucknow garrison, and operations through 1858. The battalion performed outstandingly and suffered high casualties of 62 men, including five officers killed in action, primarily during the relief of Lucknow. Its role was pivotal in some of the major battles, but relatively minor in others
43 BALUCH IN 1971 AND INDIAN OFFICER WHO SAW THEM
1) The document analyzes the performance of the 43rd Baluch battalion in the 1971 war, which suffered heavy casualties after being poorly employed by incompetent commanders in the 88th Brigade.
2) When the 5th East Bengal battalion defected to the Indian side, the 43rd Baluch battalion was brought in to replace it, even though they were inexperienced and unprepared for the situation.
3) In an attack by Indian forces guided by defectors, the 43rd Baluch battalion suffered the highest fatalities of any battalion on the western front due to being put into a vulnerable position by the failed leadership of the 88th Brigade commander and 10th Division commander.
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry https://www.academia.edu/52632772/Battle_of_Gangiri_Heavy_Price_paid_by_HM_6_Dragoon_Guards_for_Gallantry via @academia
4th Punjab Infantry now 9 FF Pakistan Army and 42 Highlanders led the Final ...
The 4th Punjab Infantry battalion arrived in Calcutta in November 1857, meaning it missed the decisive battles of the war, including the siege of Delhi and the relief and evacuation of Lucknow. The battalion's participation in the battle of Cawnpore was minimal and it suffered no casualties. The battalion played a significant role in the final assault on Lucknow in March 1858, leading the assault on Martiniere with the 4th Punjab Infantry while the 42nd Highlanders and 90th Foot attacked frontally. The British enjoyed overwhelming artillery superiority, evidenced by the 42nd Highlanders suffering only 10 fatal casualties over 10 days of operations culminating in the final capture of Lucknow.
Leading Tank Squadron commander of 1965 war dismissed the myth that Major Gen...
Leading Tank Squadron commander of 1965 war dismissed the myth that Major General Sahibzada Yaqub Ali Khan was a great commander
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING...
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING SERIOUSLY WRONG IN THE GENES
April 2020
DOI: 10.13140/RG.2.2.20723.27689
Project: MILITARY HISTORY
Agha H Amin
TRIMMU GHAT
THE MICKEY MOUSE TIFF AT TRIMMU GHAT – THE HEAVILY OUTGUNNED SIALKOT REBELS ARE DESTROYED AT TRIMMU GHAT ON 12TH JULY 1857–MARCH OF PUNJAB MOVABLE COLUMN COMRISING BOURCHIERS BATTERY , DAWES HORSE ARTILLERY TROOP , 3RD PUNJAB INFANTRY , 6TH PUNJAB INFANTRY, HM 52 LIGHT INFANTRY
Martial Race Theory and Recruitment in the Indian Army during Two World Wars-...
Martial Race Theory and Recruitment in the Indian Army during Two World Wars-REVIEWED BY MAJOR AGHA H AMIN
The Western Theatre in 1971 A Strategic and Operational Analysis
This document provides a strategic and operational analysis of the Western Theatre of the 1971 Indo-Pakistan war. It summarizes the Pakistani and Indian forces and plans in the Western sector. For Pakistan, the plan involved preliminary operations along the border to fix Indian forces, followed by a main counter-offensive using 1st Armoured Division and two infantry divisions against Ganganagar, India. Indian strategy was to defend in the West while launching an offensive in East Pakistan to create Bangladesh. The Indian Western Command defended along the border while maintaining reserves to counter any Pakistani attack.
Tarak Barkawis soldiers of empire reviewed-Part two
This document criticizes Tarak Barkawi's book for inaccurately portraying the class composition of the British Indian Army during World War I. It provides evidence that there were 30 infantry battalions organized along single ethnic or religious lines during WWI, contrary to Barkawi's claims. It also notes several important aspects of British Indian military history that Barkawi failed to address, such as the influence of the 1857 mutiny on reorganization, acts of defiance by Indian officers, and the impact of casualties and mutinies on changes to the army's composition. The critic concludes that while the book provides anecdotes, it cannot be considered a serious military history work due to factual inaccuracies and omissions.
OTTOMANS MISERABLY FAIL TO REOCCUPY AZOV FOR THREE MONTHS
The Ottomans unsuccessfully tried to reoccupy the city of Azov for three months. In July 2021, Agha H Amin published a report on their failed military campaign as part of a project on military history. The report documented the Ottomans' miserable failure to retake the city.
the man who raised 5th Punjab Infantry- now 10 FF
Lieutenant-General James Eardley Gastrell had a distinguished career serving in the Bengal Native Infantry and Revenue Survey Department in British India. He raised the 5th Punjab Infantry in 1849 and saw active service in several campaigns. Gastrell made his name as an eminent revenue survey officer and wrote an important report on the 1864 Calcutta cyclone. After serving in the military and seeing combat against rebels and in the Sikh Wars, he had a long and notable career as a civilian administrator in the Revenue Survey Department before retiring with the rank of Lieutenant General in 1894.
TANK TROOP LEADER LOSES HIS WAY
NAIB RISALDAR AKBAR COMMANDING LEFT TANK TROOP OF B SQUADRON 25 CAVALRY LOST HIS WAY IN THE EXCITEMENT OF BATTLE AND WENT TO GENERAL AREA MAHARAJKE ---CHASING WIND MILLS (WILD GOOSE CHASE) WHILE MAJOR AHMAD CONFRONTED AND CHECKED 16 CAVALRY WITH JUST TWO TANK TROOPS
Analysis insight about a Flyball dog competition team's performance
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
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8 Punjab in 1965 war
The battalion was deployed as a guard battalion but parts saw action in 1965 war including C Company commanded by Major Anis. C Company withdrew from its position exposing the rear of 16 Punjab to Indian attack, effectively sealing 16 Punjab's fate. C Company's withdrawal doomed 16 Punjab and was described as cowardly and the cause of 16 Punjab's debacle. While most of 8 Punjab saw no action, C Company under Major Anis performed poorly and was to blame for 16 Punjab's defeat.
7 Punjab in 1965 war
1) The battalion was deployed as part of 11 Division along the Ravi-Sutlej Corridor according to maps.
2) The battalion faced a brigade-level attack from the Indian army using three infantry battalions and a tank squadron.
3) A captain from the Pakistani artillery played a crucial role by engaging the attacking forces with 60 medium shells, repulsing the Indian attack.
6 Punjab in 1965 war
The battalion was deployed in September 1965 as part of Operation Grand Slam, relieving the 13th Punjab battalion near Dalpat-Chak Kirpal. According to Brigadier Rizvi, the battalion attacked towards Fatwal along with 13 Lancers, advancing up to 6 miles near Kasur and suffering 9 killed and 21 wounded. However, records list the battalion as losing either 9, 11, or 10 killed. The battalion had little impact as it joined the war late when the focus had shifted, and did not receive any awards despite actions in the Rann of Kutch prior to the war.
NORTH LINCOLNSHIRE REGIMENT OF FOOT IN 1857-59 BATTLES
This document provides biographical and career details of Major Agha.H.Amin, who was commissioned in the old PAVO Cavalry in March 1983. It discusses his education, various military and civilian positions held over his career, publications authored, and contact information. The document also briefly describes a study aid about British infantry battalions that participated in the battles of 1857-59 in India, including their roles, operations, casualties, and contributions to the outcome of the war.
2 PUNJAB IN 1965 WAR
The 2nd Battalion of the Punjab Regiment fought in the 1965 war against India. While it received several gallantry awards, the document argues that its role was exaggerated and it did not actually face most of the major Indian attacks. Only one company saw direct fighting on the first day, and it dispersed against heavy odds. The battalion was deployed away from the main sites of battle and did not face significant enemy forces apart from this initial engagement. Its impact on the decisive Battle of Chawinda was marginal.
HM 8TH FOOT AT DELHI AND LUCKNOW
This document provides information about Major Agha.H.Amin, including his military and civilian career experiences. It notes that he was commissioned in the old PAVO Cavalry in March 1983, attended Saint Marys Academy Lalazar and Forman Christian College Lahore, and served in various command, staff, research, logistics and instructional positions in the military. It also lists some of his civilian career projects and publications. The document provides his contact email addresses.
1ST BATTALION WARWICKSHIRE REGIMENT IN 1857-59 BATTLES.pdf
- 1st Battalion HM 8th Foot was stationed in India when the 1857 rebellion broke out. It was involved in securing areas around Delhi.
- At the siege of Delhi in September 1857, it suffered 46 of its total 57 fatal casualties and played a marginal role in the assault.
- Overall it saw minor action in other battles, with limited casualties. The majority of its casualties occurred at the decisive battle of Delhi.
Northumberland Fusiliers in 1857-59 Battles.pdf
The 1st Battalion of the 5th Regiment of Foot (Northumberland Fusiliers) was stationed in Mauritius when it was called to reinforce British forces in India during the 1857 uprising. The battalion arrived in Calcutta in July and August 1857. It participated in key battles including relieving Arrah where it suffered two casualties, the first relief of Lucknow where it suffered heavy losses and helped ensure the relief's success, the defense of the Lucknow garrison, and operations through 1858. The battalion performed outstandingly and suffered high casualties of 62 men, including five officers killed in action, primarily during the relief of Lucknow. Its role was pivotal in some of the major battles, but relatively minor in others
43 BALUCH IN 1971 AND INDIAN OFFICER WHO SAW THEM
1) The document analyzes the performance of the 43rd Baluch battalion in the 1971 war, which suffered heavy casualties after being poorly employed by incompetent commanders in the 88th Brigade.
2) When the 5th East Bengal battalion defected to the Indian side, the 43rd Baluch battalion was brought in to replace it, even though they were inexperienced and unprepared for the situation.
3) In an attack by Indian forces guided by defectors, the 43rd Baluch battalion suffered the highest fatalities of any battalion on the western front due to being put into a vulnerable position by the failed leadership of the 88th Brigade commander and 10th Division commander.
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry https://www.academia.edu/52632772/Battle_of_Gangiri_Heavy_Price_paid_by_HM_6_Dragoon_Guards_for_Gallantry via @academia
4th Punjab Infantry now 9 FF Pakistan Army and 42 Highlanders led the Final ...
The 4th Punjab Infantry battalion arrived in Calcutta in November 1857, meaning it missed the decisive battles of the war, including the siege of Delhi and the relief and evacuation of Lucknow. The battalion's participation in the battle of Cawnpore was minimal and it suffered no casualties. The battalion played a significant role in the final assault on Lucknow in March 1858, leading the assault on Martiniere with the 4th Punjab Infantry while the 42nd Highlanders and 90th Foot attacked frontally. The British enjoyed overwhelming artillery superiority, evidenced by the 42nd Highlanders suffering only 10 fatal casualties over 10 days of operations culminating in the final capture of Lucknow.
Leading Tank Squadron commander of 1965 war dismissed the myth that Major Gen...
Leading Tank Squadron commander of 1965 war dismissed the myth that Major General Sahibzada Yaqub Ali Khan was a great commander
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING...
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING SERIOUSLY WRONG IN THE GENES
April 2020
DOI: 10.13140/RG.2.2.20723.27689
Project: MILITARY HISTORY
Agha H Amin
TRIMMU GHAT
THE MICKEY MOUSE TIFF AT TRIMMU GHAT – THE HEAVILY OUTGUNNED SIALKOT REBELS ARE DESTROYED AT TRIMMU GHAT ON 12TH JULY 1857–MARCH OF PUNJAB MOVABLE COLUMN COMRISING BOURCHIERS BATTERY , DAWES HORSE ARTILLERY TROOP , 3RD PUNJAB INFANTRY , 6TH PUNJAB INFANTRY, HM 52 LIGHT INFANTRY
Martial Race Theory and Recruitment in the Indian Army during Two World Wars-...
Martial Race Theory and Recruitment in the Indian Army during Two World Wars-REVIEWED BY MAJOR AGHA H AMIN
The Western Theatre in 1971 A Strategic and Operational Analysis
This document provides a strategic and operational analysis of the Western Theatre of the 1971 Indo-Pakistan war. It summarizes the Pakistani and Indian forces and plans in the Western sector. For Pakistan, the plan involved preliminary operations along the border to fix Indian forces, followed by a main counter-offensive using 1st Armoured Division and two infantry divisions against Ganganagar, India. Indian strategy was to defend in the West while launching an offensive in East Pakistan to create Bangladesh. The Indian Western Command defended along the border while maintaining reserves to counter any Pakistani attack.
Tarak Barkawis soldiers of empire reviewed-Part two
This document criticizes Tarak Barkawi's book for inaccurately portraying the class composition of the British Indian Army during World War I. It provides evidence that there were 30 infantry battalions organized along single ethnic or religious lines during WWI, contrary to Barkawi's claims. It also notes several important aspects of British Indian military history that Barkawi failed to address, such as the influence of the 1857 mutiny on reorganization, acts of defiance by Indian officers, and the impact of casualties and mutinies on changes to the army's composition. The critic concludes that while the book provides anecdotes, it cannot be considered a serious military history work due to factual inaccuracies and omissions.
OTTOMANS MISERABLY FAIL TO REOCCUPY AZOV FOR THREE MONTHS
The Ottomans unsuccessfully tried to reoccupy the city of Azov for three months. In July 2021, Agha H Amin published a report on their failed military campaign as part of a project on military history. The report documented the Ottomans' miserable failure to retake the city.
the man who raised 5th Punjab Infantry- now 10 FF
Lieutenant-General James Eardley Gastrell had a distinguished career serving in the Bengal Native Infantry and Revenue Survey Department in British India. He raised the 5th Punjab Infantry in 1849 and saw active service in several campaigns. Gastrell made his name as an eminent revenue survey officer and wrote an important report on the 1864 Calcutta cyclone. After serving in the military and seeing combat against rebels and in the Sikh Wars, he had a long and notable career as a civilian administrator in the Revenue Survey Department before retiring with the rank of Lieutenant General in 1894.
TANK TROOP LEADER LOSES HIS WAY
NAIB RISALDAR AKBAR COMMANDING LEFT TANK TROOP OF B SQUADRON 25 CAVALRY LOST HIS WAY IN THE EXCITEMENT OF BATTLE AND WENT TO GENERAL AREA MAHARAJKE ---CHASING WIND MILLS (WILD GOOSE CHASE) WHILE MAJOR AHMAD CONFRONTED AND CHECKED 16 CAVALRY WITH JUST TWO TANK TROOPS
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NORTH LINCOLNSHIRE REGIMENT OF FOOT IN 1857-59 BATTLES
NORTH LINCOLNSHIRE REGIMENT OF FOOT IN 1857-59 BATTLES
1ST BATTALION WARWICKSHIRE REGIMENT IN 1857-59 BATTLES.pdf
1ST BATTALION WARWICKSHIRE REGIMENT IN 1857-59 BATTLES.pdf
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry
4th Punjab Infantry now 9 FF Pakistan Army and 42 Highlanders led the Final ...
4th Punjab Infantry now 9 FF Pakistan Army and 42 Highlanders led the Final ...
Leading Tank Squadron commander of 1965 war dismissed the myth that Major Gen...
Leading Tank Squadron commander of 1965 war dismissed the myth that Major Gen...
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING...
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING...
Martial Race Theory and Recruitment in the Indian Army during Two World Wars-...
Martial Race Theory and Recruitment in the Indian Army during Two World Wars-...
The Western Theatre in 1971 A Strategic and Operational Analysis
The Western Theatre in 1971 A Strategic and Operational Analysis
Tarak Barkawis soldiers of empire reviewed-Part two
Tarak Barkawis soldiers of empire reviewed-Part two
OTTOMANS MISERABLY FAIL TO REOCCUPY AZOV FOR THREE MONTHS
OTTOMANS MISERABLY FAIL TO REOCCUPY AZOV FOR THREE MONTHS
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Analysis insight about a Flyball dog competition team's performance
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
毕业原版【微信:41543339】【(牛布毕业证书)牛津布鲁克斯大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
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三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
DSSML24_tspann_CodelessGenerativeAIPipelines
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
毕业原版【微信:41543339】【(Coventry毕业证书)考文垂大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
End-to-end pipeline agility - Berlin Buzzwords 2024
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
毕业原版【微信:41543339】【(Glasgow毕业证书)格拉斯哥大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
毕业原版【微信:41543339】【(爱大毕业证书)爱丁堡大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
University of New South Wales degree offer diploma Transcript
澳洲UNSW毕业证书制作新南威尔士大学假文凭定制Q微168899991做UNSW留信网教留服认证海牙认证改UNSW成绩单GPA做UNSW假学位证假文凭高仿毕业证申请新南威尔士大学University of New South Wales degree offer diploma Transcript
The Building Blocks of QuestDB, a Time Series Database
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
Learn SQL from basic queries to Advance queries
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
学校原件一模一样【微信：741003700 】《(英国UCA毕业证书)创意艺术大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
毕业原版【微信:176555708】【(UCSF毕业证书)旧金山分校毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Global Situational Awareness of A.I. and where its headed
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
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Putins ukraine invasion
- 1. #Putin's invasion of #Ukraine foreseen and assessed more than a month ago #flickr https://flic.kr/p/2n5iDJf Russian attack on Ukraine assessed more than a month earlier https://youtu.be/VNeiQ wcukE4 via @YouTube
- 2. PUTINS UKRAINE INVASION FORESEEN AND ASSESSED MORE THAN A MONTH AGO February 2022 DOI: 10.13140/RG.2.2.28378.0 0963 Project: GEOPOLITICS Agha H Amin