Although the world's top AI models perform excellently in professional fields such as medical exams and coding, they repeatedly struggle in children's games like Pokémon, exposing their core shortcomings in long-term reasoning, memory, and planning. This article is sourced from Tencent Technology Public Account, authored by Guo Jingxiao. (Previous context: I play war games with AI: GPT-3 is a mastermind, DeepSeek is a war fanatic, Claude is like a naive sweetie) (Additional background: Google "Gemini 2.0" is here! Launching three types of AI agents: complex tasks, games, programming) Table of Contents Does the gap in toolsets determine success or failure? Turn-based gameplay reveals AI's "long-term memory" shortcoming Behind capability evolution: the unbridged "instinct" gap The "Digital Long March" that AI finds hard to cross, far beyond Pokémon

Bloomberg reports that the hedge fund Fangfang Quantitative, led by DeepSeek founder Liang Wenfeng, delivered an astonishing return of over 56% in 2025. Not only did it rank second among Chinese quantitative funds, but it also provided DeepSeek with a financial backing far beyond that of typical startups, quietly changing the competitive landscape of China's AI startups. Fangfang Quantitative's report card revealed: a 56% annual return rate, ranking among the top According to data from Chinese fund consulting firm Paipai.com, Liang Wenfeng (Liang Wenfeng)'s Fangfang Quantitative (Zhejiang High-Flyer Asset Management) achieved an average fund return of 56.6% in 2025. Among Chinese quantitative funds managing over 10 billion RMB, it ranked second, only behind Ningbo Lingjun Investment.

In brief DeepSeek V4 could drop within weeks, targeting elite-level coding performance. Insiders claim it could beat Claude and ChatGPT on long-context code tasks. Developers are already hyped ahead of a potential disruption. DeepSeek is reportedly planning to drop its V4 model

In brief DeepSeek V4 could drop within weeks, targeting elite-level coding performance. Insiders claim it could beat Claude and ChatGPT on long-context code tasks. Developers are already hyped ahead of a potential disruption. DeepSeek is reportedly planning to drop its V4 model

In brief DeepSeek V4 could drop within weeks, targeting elite-level coding performance. Insiders claim it could beat Claude and ChatGPT on long-context code tasks. Developers are already hyped ahead of a potential disruption. DeepSeek is reportedly planning to drop its V4 model

As market sentiment around altcoins remains fragile, China-based AI platform DeepSeek has released fresh price outlooks for Solana, XRP, and Sui ahead of the beginning of 2026. After a difficult year for altcoins, the AI model

Chinese artificial intelligence model DeepSeek releases 2026 price forecasts for XRP, Solana, and Cardano. XRP's bullish target is $4.50 to $6.00; Solana is expected to achieve 300% breakthrough growth, with a bullish target of $275 to $350; Cardano's bullish forecast is $0.85 to $1.20, entering a high volatility period.

By asking 10 mainstream AI large models about "Cryptocurrency issues users are most concerned about in 2025," it was found that user anxiety centers around three main topics: bull and bear cycle judgments, profit path selection, and risk control boundaries. The responses from different models also reflect their respective positioning differences. （Background: Bitcoin's major transformation! Optech 2025 Annual Report: From passive defense to proactive evolution, system confronts quantum threats） （Additional background: 2025 Asset Review: Why did Bitcoin significantly underperform compared to gold and US stocks?） Table of Contents ChatGPT X Grok Perplexity AI Claude Gemini 3 DeepSeek Doubao Qianwen Wenxin Yiyan

The Chinese artificial intelligence model DeepSeek AI is regarded as a strong competitor to ChatGPT, recently releasing a 2026 Crypto Assets price forecast that has drawn attention. The model predicts a target price for Bitcoin of $180,000 to $250,000, and a target price for XRP of $3.50 to $5.00 based on macroeconomic factors, technical indicators, and Fundamental Analysis.

Over the past year, artificial intelligence has been continuously portrayed as a key tool for enhancing productivity, from writing emails and generating code to automatically organizing document summaries, seemingly revolutionizing the way we work. However, a large-scale data study from OpenRouter reveals a significant gap between how people actually use AI and the mainstream perception. OpenRouter Announces Global Human AI Usage Behavior Research Report OpenRouter is a multi-model AI inference platform that consolidates data from over 60 providers and more than 300 models, including OpenAI, Anthropic, as well as open-source models like DeepSeek and Meta LLaMA. The research analyzes over 100 trillion tokens and billions of model interactions through anonymous meta-data, without accessing actual conversation content.

Huobi HTX's annual blockbuster "Hunting AI Plan" series of activities officially came to an end on December 4. As a high-profile human-computer confrontation trading event this year, the three seasons of the "Hunt AI Plan" together constitute a long story of ups and downs in crypto real trading: there is a strong appearance of the AI camp, a counterattack by human traders, and a head-to-head confrontation between different strategy systems, bringing users the most real and valuable strategy performance comparison. With the announcement of the final list of the third quarter, the cumulative prize pool of the event has exceeded 10,403 USDT, and will be distributed and rewarded to participating users in accordance with the event rules in the future. This quarter's outstanding performance not only improves the visualization of copy trading strategies, but also further enriches the competitive dimension and user experience of Huobi HTX's copy trading ecosystem. The two heroes compete for supremacy: LongTian defends its human glory, and DeepSeek is firmly at the top of the profit list

According to Mars Finance, data from Alpha Arena shows that 7 models are currently profitable in the new season of the nof1 trading competition. They are: MYSTERY-MODEL - 3: SITUATIONAL AWARENESS (46.48%), DEEPSEEK-CHAT-V3.1 - 2: MONK MODE (24.7%), GPT-5.1 - 4: MAX LEVERAGE (19.69%), MYSTERY-MODEL - 1: NEW BASELINE (16.7%), MYSTERY-MODEL - 4: MAX LEVERAGE (6.21%), GEMINI-3-PRO - 2: MONK MODE (2.52%), and MYSTER

According to Mars Finance, the latest official data from Huobi HTX shows that the "AI Hunt Plan 3: Ultimate Showdown" has seen fierce competition in its first two days. This season, the standout performer is DeepSeek, whose initial principal of 500 USDT has grown to 1168 USDT, yielding a return of over 133%. Trading data shows that DeepSeek completed 94 closed trades in two days, with a win rate as high as 96.8%, and even achieved a perfect record of 37 orders with a 100% win rate on the first day. Human trader teams have also performed well: Lao Wang Community and Jay have both maintained a flawless 100.00% win rate so far. LongTian follows closely behind, increasing a 500 USDT principal to 805.7 USDT in two days, with a win rate of 76.90%. As of now, Huobi HTX has issued 1360 USDT in copy trading experience funds, and the prize pool distribution is still ongoing.

China’s leading AI platform DeepSeek has released December price predictions for XRP, Cardano (ADA), and Pi Network (PI): XRP could reach $8 in an optimistic scenario, ADA is forecasted at $10, and Pi Network may soar to $150. Recently, after Bitcoin hit a low of $82,000, the overall market rebounded by 5.7%, which could signal the start of a recovery.

Decrypt's Art, Fashion, and Entertainment Hub. Discover SCENE French AI startup Mistral, often dismissed as the European underdog in a field dominated by American giants and Chinese upstarts, just caught up: It dropped its most ambitious release yet on Tuesday that gives the open-source

DeepSeek has launched two new models on December 2nd, namely DeepSeek-V3.2 and DeepSeek-V3.2-Speciale, which focuses on mathematical reasoning. The official statement indicates that these two models continue the original experimental direction, aiming for a comprehensive upgrade in reasoning ability, tool usage, and long-term thinking skills. DeepSeek also emphasizes that the official version V3.2 has already shown performance in several reasoning tests that can be compared to GPT-5 and Gemini-3 Pro, while the Speciale version has achieved international gold medal standards in mathematics and information competitions. The experimental version leads the way, and the official version V3.2 takes over. DeepSeek positioned V3.2-Exp, launched in September, as an experimental platform for the next generation of AI. The official version of DeepS released this time.

Anthropic's latest research points out that the AI's capability for cyber attacks is rapidly approaching that of human hackers. Multiple models, including GPT-5 and Claude Opus, have been able to reproduce over 200 historical smart contract attacks, and even identify undisclosed zero-day vulnerabilities on the BNB Chain. Experts warn that the low cost, high efficiency, and automation characteristics of AI will allow attack behaviors to be replicated on a large scale, which also means that the offensive and defensive rhythm of Web3 information security will face a complete reshaping. The Era of AI Hackers Has Arrived: 10 Major Models Successfully Replicate Over 200 On-Chain Attacks Anthropic announced a security assessment of 10 cutting-edge AI models, including GPT-5, Claude Opus 4.5, DeepSeek V3, and

China's leading ChatGPT competitor DeepSeek AI has released a cautious outlook on XRP, Solana, and Cardano, warning that unless market sentiment improves in the short term, these three major altcoins could see even greater declines. XRP could fall to as low as $1, SOL to $30, and ADA to $0.18 at worst.

Original Title: "The New AI Trading Competition is Coming, and the US Stock Market is Letting Gemini 3 Pro Make a Strong Push" Original author: David Original source: Reprint: Mars Finance Do you remember the AI coin trading competition in October? Alibaba's Qwen 3 Max earned 22% in two weeks, while OpenAI's GPT-5 lost 63%. Six of the world's top large models, each with ten thousand dollars battling in the crypto market, produced a clear distinction between winners and losers: The Chinese model stands tall while the American model faces total collapse. (Editor's note: For more details, please refer to: "The Six Major AI 'Traders' Ten-Day Showdown: Who Can Survive in a 'No Information Asymmetry' Market?", "Alibaba Qwen3 Surpasses DeepSeek at the Last Moment, Ultimate Comeback in the AI Cryptocurrency Trading Competition") Last

Author: Yao & Thinking & Pds Editor: 77 Background With the rise of AI large model real-time trading competitions, more and more crypto communities and developers are beginning to experiment with AI-driven automated trading, and many open-source solutions are being rapidly deployed. However, these projects are not without security risks. NOFX AI is an open-source cryptocurrency futures automated trading system based on DeepSeek/Qwen AI, supporting exchanges such as Binance, Hyperliquid, and Aster DEX. The SlowMist security team received initial intelligence from @Endlessss20, suspecting that this system may lead to exchange API Key issues.

According to Huoxing Finance, the Slow Mist security team recently analyzed the open-source automated futures trading system NOFX AI based on DeepSeek/Qwen and discovered multiple serious verification vulnerabilities. It pointed out that the system has a "zero verification" mode under default configuration, with administrator mode enabled directly, allowing all requests to pass without verification. Attackers can access /api/exchanges and obtain the complete API key and Private Key. Although JWT is added in the "authorization required" mode, the default jwt\_secret still exists, and if the environment variable is not set, it will revert to the default Secret Key. Moreover, sensitive fields are still output in raw JSON in this mode, and if the token is forged or stolen, it can also lead to Secret Key leakage. Slow Mist stated that as of now, it has identified over a thousand publicly deployed instances using vulnerable configurations and has communicated with Binance and

NOFX AI, an open-source automated trading system built on DeepSeek/Qwen AI. It is facing a serious security crisis after SlowMist uncovered vulnerabilities. That could expose exchange API keys and private keys. The issue affects users across major exchanges, including Binance, Hyperliquid and

China's ChatGPT competitor DeepSeek AI predicts that holders of XRP, Solana, and Zcash will see significant asset growth by the end of 2025. DeepSeek AI forecasts XRP could surge to $15 by the end of the year, a 530% increase from the current price. Zcash is expected to rise to $1,000, having already surged 1,030% over the past year.

Written by: Deep Tide TechFlow Recently, the hottest topic in Crypto AI is the trading battle among the world's top 6 AI models on Hyperliquid. Some follow the profitable performance of Deepseek; Others engage in reverse operations, acting as counterparties to GPT 5, which performs the worst. As AI has become the absolute focus of humanity's future technological development, many believe that the next-generation internet will be driven by AI Agents. Various AI Agents will penetrate into the details of our daily lives, and billions of dollars in economic activities will shift toward AI-driven intelligent entities. Behind the lively chaos of the 6 major AI models' battle is a grand spectacle of "AI capability" being observed: In the crypto world, which especially pursues profits, people are eagerly discussing whether AI can succeed in the rapidly changing market.

AI crypto trading competition just wrapped a brutal 18-day battle, and the results are in: DeepSeek and Qwen3 crushed the field with 130% and 100%+ profits, while GPT-5 and Gemini lost 63% and 56%, respectively.

According to Wu, as reported by Alpha Arena, although the AI large model trading competition launched by nof1 ended yesterday, November 4th, at 6:00 UTC+8, it may be due to the AI large model still holding open positions. After the recent market crash, including QWEN3 MAX and DEEPSEEK CHAT.

China's DeepSeek AI model predicts that as the crypto assets market matures, Bitcoin's dominance will continue to decline, while high utility alts will lead the next bull run. The AI model regards XRP, Solana, and Pi Network as the best buying targets, expecting XRP to have a rise potential of up to 400% by the end of the year, while Solana could surge to a four-digit range between $500 and $1,000 after ETF approval.

According to Wu, Jay A, the founder of nof1, tweeted that the Alpha Arena Season 1 competition officially ended this morning, with Qwen 3 MAX overtaking Deepseek Chat V3.1 at the last moment, becoming the AI model with the highest final profit. The next season (Season 1.5) will test various prompts and model instances in parallel, and a new round of competition is expected to begin soon.

At the beginning of November, the heavyweight themed event "Hunting AI Project: The Battle for Human Dignity" initiated by Huobi HTX officially came to an end. Over the course of three peak duels, top traders from both the human and AI camps engaged in a battle of wits and strategies on the same stage. With the final battle report announced, this "Human VS Algorithm" century battle reached its climax and conclusion. First Match: AI narrowly wins, humans make a strong appearance The first match of the event ignited the attention of the entire audience. The AI player gained an advantage first thanks to its precise strategy model, while the human representative "Big Brother" performed brilliantly, winning the single match championship with a record of 530.72 USDT. The AI players ChatGPT, Qwen, and DeepSeek followed closely behind, each with account balances exceeding 490 USDT. Two out of the top three spots were occupied by AI competitors, declaring the victory of the AI camp. This battle marks that "humans still have the strength to fight back," and the number

On October 18th, the AI research laboratory focused on financial markets, nof1, launched an unprecedented experiment: six of the world's top AI models—GPT-5, Gemini 2.5 Pro, Grok-4, Claude Sonnet 4.5, DeepSeek V3.1, Qwen3 Max—each managed $10,000 of real funds on Hyperliquid to conduct cryptocurrency trading. Current rankings and account values: As of the evening of October 30th, the latest rankings are as follows: DeepSeek Chat V3.1: $15,671.39 (+56.71%) Qwen3 Max: $12,520.34 (+25.20%) BTC Buy &

AI today discovered: 1. OpenAI plans to go public in 2027, with a valuation potentially reaching one trillion dollars. 2. AI model competition: DeepSeek holds long orders without losses, while other models are engaging in momentum investing with two short positions. 3. Mastercard intends to acquire Zerohash to enhance stablecoin infrastructure. 4. The Hong Kong Securities and Futures Commission plans to provide guidelines for digital asset treasury. 5. The Ethereum ecosystem is facing a Crisis of Confidence, and Vitalik Buterin needs to provide direction.

Alibaba's AI Lab Qwen Deep Research has launched a significant update that allows complex searches to be instantly converted into web pages and podcasts. This new feature makes Qwen AI a powerful and free alternative to solutions like ChatGPT, DeepSeek, and Claude. In tests, Qwen AI surpassed its competitors in both depth and accuracy.

Recently, DeepSeek AI has gained fame for its astonishing trading performance—turning a principal of $10,000 into $22,500 in just nine days, quickly becoming the most popular crypto trading Bots. DeepSeek AI predicts that after this week's FOMC meeting, the prices of Solana, XRP, and BNB will significantly rise.

DeepSeek AI predicts that despite Trump's announcement of a 100% tariff on Chinese imports causing turmoil in the global market, SOL might rise to $1,200 by the end of the month after this week's FOMC meeting, XRP could reach between $5 to $12 by the end of the year, and BNB is looking at $2,500. Analysts believe that this pullback is a constructive reset, laying the foundation for new momentum by eliminating excessive leverage.

AI Portfolio Investment Competition Leader Changes Hands: Alibaba Qianwen Surpasses DeepSeek to Take the Lead, GPT-5 Continues to Underperform with Losses Exceeding 70% AI Portfolio Cryptocurrency Trade

AI discovered today: 1. The Ethereum Foundation transferred $654 million in ETH, attracting follow-up. 2. The Hong Kong Stock Exchange tightens regulations, hindering the transformation of encryption treasury companies. 3. Mainstream AI models are in a competition, with DeepSeek currently leading. 4. Alpha will launch APRO, leading a new direction in the Oracle Machine track. 5. Shiba Inu SHIB faced selling by Large Investors, triggering the risk of a big dump.

The evolving landscape of digital assets in the U.S. includes the Federal Reserve considering direct access to payment rails for fintech and crypto firms, which could revolutionize blockchain payments nationwide.

As the market recently suffered a sharp decline and Bitcoin hit a new local low, China's leading ChatGPT-like model DeepSeek AI released its ambitious outlook, predicting that the three major crypto assets XRP, Cardano, and Ethereum are expected to bring rapid and explosive returns for investors as the new year approaches. Although "October" has traditionally signaled the start of a bull run, the market experienced a significant pullback due to the impact of U.S. tariff policies and expectations surrounding the Fed meeting. However, seasoned investors believe that this pullback is a natural "market reset" to eliminate excessive leverage, laying the foundation for a strong rebound ahead.

ChatGPT competitor DeepSeek AI has released an ambitious outlook, predicting that as the new year approaches, XRP, Cardano, and Ethereum may bring explosive returns for investors. DeepSeek's price forecast shows that ETH could soar to $15,000 by the end of the year, with an ADA target of $7 to $10, and an XRP forecast of $5 to $10.

Jay A, founder of AI research firm nof1, announced the launch of the groundbreaking "AI trading showdown" on their Alpha Arena platform. Featuring six leading AI models trading real cryptocurrency, the competition aims to evaluate decision-making, adaptability, and performance in real market conditions. Grok4 impressed with over 500% profit initially, but Deepseek later excelled with superior risk management strategies, sparking debates on AI's potential to surpass humans in real-time crypto trading.

In the crypto world, the traditional bullish month known as "Uptober" has led China's leading AI assistant DeepSeek to make bold predictions: the three major crypto assets XRP, Shiba Inu, and Dogecoin are expected to reach new historical highs by the end of this year. This optimistic outlook is based on improving macroeconomic conditions, the accelerated implementation of the U.S. regulatory framework, and seasonal bullish patterns. DeepSeek predicts that XRP's target price could reach as high as $10, Dogecoin is expected to break the traditional $1 target, while Shiba Inu has even greater potential for an 8-fold rise.

China's leading AI assistant DeepSeek has released a shocking price prediction, stating that XRP will surge to 10 USD by the end of 2025 (a 4x increase from the current 2.82 USD), with SHIB targeting 0.0001 USD (an 8x increase), and DOGE's price prediction breaking through the 1 USD mark to challenge 1.5-3 USD. The seasonal bull run in Uptober combined with the ETF approval catalyst has led to multiple bullish flags in the technicals of these three major coins, and DeepSeek's data-driven analysis reveals the greatest opportunity for price increases before the end of the year.

DeepSeek AI predicts that as investors prepare for the approval of a series of ETF applications by the SEC, the prices of XRP, Pepe, and Cardano (ADA) are expected to surge by the end of the year. Although the current market is falling again due to clearing pressures, AI believes that, with improvements in the regulatory and business environment, these three tokens are in a strong position for a rebound and could break their all-time high (ATH) in the last few weeks of 2025. In particular, XRP, DeepSeek AI predicts that it may challenge the $7 mark in early 2026.

Deepseek AI highlights an altcoin with potential for 1,000x returns, reminiscent of Dogecoin and Pepe's 2022 success, attracting attention from investors eager for bold predictions in the crypto market.

As the sentiment in the crypto market continues to heat up towards the end of 2024, the Chinese AI forecasting agency DeepSeek has announced its latest outlook for Ripple (XRP), Ethereum (ETH), and Pi Network (PI) for 2025. The agency believes that favorable regulatory news, technological upgrades, and an increase in market adoption will bring potential price and ecological breakthroughs for these three projects.

@media only screen and (min-width: 0px) and (min-height: 0px) { div[id^="wrapper-sevio-6a57f7be-8f6e-4deb-ae2c-5477f86653a5"]{width:320px;height:100px;} } @media only screen and (min-width: 728px) and (min-height: 0px) { div[id^="wrapper-sevio-6a57f7be-8f6e-4deb-ae2c-5477f86653a5"]{width:728px;heig

China’s latest AI powerhouse, DeepSeek, has turned its focus to the crypto market—and its forecasts for XRP, Chainlink (LINK), and Shiba Inu (SHIB) suggest explosive gains could be on the horizon before the end of 2025. This comes after a bullish summer for the market, with Bitcoin hitting a new

DeepSeek's new V3.1 hybrid model outperforms OpenAI’s GPT-OSS-20B in various tests, generating complete code and coherent stories. However, OpenAI excels in customization with a rapidly developed community, whereas DeepSeek is still refining its capabilities.