Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners.Research | Multi-Agent SystemsEditor | … Read more

How We Built Our Multi-Agent Research System

How We Built Our Multi-Agent Research System

Recently, there have been two interesting articles about Multi-agent systems that are worth checking out. https://www.anthropic.com/engineering/built-multi-agent-research-system https://cognition.ai/blog/dont-build-multi-agents#applying-the-principles On June 13, 2026, Anthropic released “How We Built Our Multi-Agent Research System,” sharing the engineering challenges encountered in building multi-agent systems and the lessons learned. Claude now possesses research capabilities, enabling it to perform complex tasks through … Read more

From Renmin University Affiliated High School to ICC, and then to WUSTL: I Finally Became Myself

From Renmin University Affiliated High School to ICC, and then to WUSTL: I Finally Became Myself

❤️ Written in advance: Tom is a student I have been teaching from the second year of middle school to the second year of high school. We don’t chat much, but the most memorable conversation was after he took the TOEFL multiple times in 2023 without achieving a satisfactory score. It was during this in-depth … Read more

World of Warcraft Classic: The Strongest DPS in ICC Changes Hands, Off-Meta Specialization Tops the Charts, Surpassing Fire Mages

World of Warcraft Classic: The Strongest DPS in ICC Changes Hands, Off-Meta Specialization Tops the Charts, Surpassing Fire Mages

Since the opening of the ICC raid in World of Warcraft Classic: Wrath of the Lich King, the most discussed powerful DPS specialization has been Fire Mage. With the support of the 4T10 set bonus, even the top players with the legendary axe have only been able to follow behind and eat the “exhaust fumes”. … Read more

World of Warcraft: If This Equipment Were Modified in 10-Man ICC, the Lich King Would Be Overwhelmed Daily

World of Warcraft: If This Equipment Were Modified in 10-Man ICC, the Lich King Would Be Overwhelmed Daily

A player has modified a version of the 258-level 【Soul Guardian】, adjusting it according to the attributes of 258 equipment. Equipment: Increases spell power by 168 points. Equipment: Your healing spells have a certain chance to reduce the mana cost of your next healing spell cast within 15 seconds by 1600 points. The attributes are … Read more

Evaluation of Morphology in Myeloid Neoplasms: ICC Series Part Three

Evaluation of Morphology in Myeloid Neoplasms: ICC Series Part Three

MorphologyMorphologyPeripheral blood specimenPeripheral blood specimen A well-prepared and well-stained peripheral blood smear should be examined and correlated with the patient’s blood counts. Cytology of leukocytes, red blood cells, and platelets should be evaluated. A manual 200-cell leukocyte differential count (or counting of all available cells in markedly leukopenic cases) should be performed as part of … Read more

World of Warcraft Classic Players Propose 10 ICC Orange Hammer Quest Solutions

World of Warcraft Classic Players Propose 10 ICC Orange Hammer Quest Solutions

Jokes aside, the mathematical expectation of obtaining an orange fragment from a single run of 10 ICC is 3. To complete the quest, one must clear ICC 10 times. Currently, relying solely on ICC runs to obtain the orange hammer is not feasible, and it is hoped that the drop rate will be increased in … Read more

ICC Opinion: Is the Original Standby Letter of Credit Required When Making a Demand? R821(TA802rev)

ICC Opinion: Is the Original Standby Letter of Credit Required When Making a Demand? R821(TA802rev)

ICC Rules Study_ International Chamber of Commerce Opinion This is a dispute regarding discrepancies arising from a presentation under a standby letter of credit issued in accordance with UCP 600, and the conclusion also applies to presentations under documentary letters of credit: R821 Did the beneficiary need to present the original advice of the standby … Read more

10 Underrated Trinkets in 10-Man ICC Raids with Practical Effects

10 Underrated Trinkets in 10-Man ICC Raids with Practical Effects

Hello, fellow World of Warcraft players! In the 10-man ICC raid of the classic version, there is a trinket that is often underestimated. Its attributes may seem average, but its practicality is very high and aligns well with the current mainstream gear setups. This piece of equipment is the “Unidentified Organ” dropped by Professor, which … Read more

World of Warcraft Classic: The 10-Man ICC Version of the Egg Knife, This Attribute is Too Strong!

World of Warcraft Classic: The 10-Man ICC Version of the Egg Knife, This Attribute is Too Strong!

World of Warcraft players have designed a set of orange weapons, the Ashbringer, which drops from the 10-man ICC raid. It uses a new drop to synthesize the 264 version, and then upgrades to the 284 version using the Shadow Fragments dropped from the 25-man raid.