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According to monitoring by Dongcha Beating, during early enterprise testing of Anthropic's large model Mythos, specifically developed for cybersecurity, the security giant Palo Alto Networks discovered that while it identified over 20 critical vulnerabilities in the company's source code within three weeks, its detection efficiency was five times that of traditional tools. However, it consumed more than $1 million in token usage in a short period. Another testing company also confirmed that the on-paper costs for just two weeks of use could reach several million dollars. The high costs are primarily due to elevated pricing. According to Anthropic's official pricing, the API for Mythos has a per-token price that is approximately six times that of the flagship model Opus. Due to concerns about potential misuse of the tool by hackers to assist in cyberattacks, Anthropic has long restricted public access to Mythos, allowing testing only for a select few companies. However, following an assessment by a UK AI security testing agency that showed Mythos's performance slightly surpassing OpenAI's yet-to-be-released competitive model GPT-5.5-cyber, Anthropic has decided to fully open the API to all customers in the coming weeks. To control expenses, early testing companies are optimizing the scheduling of the large model through engineering methods. The enterprise software provider UiPath redesigned system prompts, reducing the warm token consumption from 150,000 to 3,000 for each task initiation. Palo Alto Networks developed a master-slave dual model collaborative architecture, where the high-cost Mythos is responsible for planning the analysis paths for intrusion and vulnerability scanning, while delegating the specific code execution tasks to the lower-cost Opus 4.7. This master-slave dual model collaboration allows companies to enjoy top-notch security performance while successfully curbing computational expenses.

[High Cost of Cybersecurity: Anthropic Mythos Outperforms Traditional Tools by Five Times, Burning Through $1 Million in Tokens in Three Weeks]According to monitoring by Dongcha Beating, during early enterprise testing of Anthropic's large model Mythos, specifically developed for cybersecurity, the security giant Palo Alto Networks discovered that while it identified over 20 critical vulnerabilities in the company's source code within three weeks, its detection efficiency was five times that of traditional tools. However, it consumed more than $1 million in token usage in a short period. Another testing company also confirmed that the on-paper costs for just two weeks of use could reach several million dollars. The high costs are primarily due to elevated pricing. According to Anthropic's official pricing, the API for Mythos has a per-token price that is approximately six times that of the flagship model Opus. Due to concerns about potential misuse of the tool by hackers to assist in cyberattacks, Anthropic has long restricted public access to Mythos, allowing testing only for a select few companies. However, following an assessment by a UK AI security testing agency that showed Mythos's performance slightly surpassing OpenAI's yet-to-be-released competitive model GPT-5.5-cyber, Anthropic has decided to fully open the API to all customers in the coming weeks. To control expenses, early testing companies are optimizing the scheduling of the large model through engineering methods. The enterprise software provider UiPath redesigned system prompts, reducing the warm token consumption from 150,000 to 3,000 for each task initiation. Palo Alto Networks developed a master-slave dual model collaborative architecture, where the high-cost Mythos is responsible for planning the analysis paths for intrusion and vulnerability scanning, while delegating the specific code execution tasks to the lower-cost Opus 4.7. This master-slave dual model collaboration allows companies to enjoy top-notch security performance while successfully curbing computational expenses.

High Cost of Cybersecurity: Anthropic Mythos Outperforms Traditional Tools by Five Times, Burning Through $1 Million in Tokens in Three Weeks

On June 2, market news reported that the European Parliament's International Trade Committee voted to pass legislation to eliminate multiple EU import tariffs on U.S. goods. This decision is a key part of the EU-U.S. trade agreement reached in July 2025.

[European Parliament Decides to Eliminate Multiple EU Import Tariffs on U.S. Goods]On June 2, market news reported that the European Parliament's International Trade Committee voted to pass legislation to eliminate multiple EU import tariffs on U.S. goods. This decision is a key part of the EU-U.S. trade agreement reached in July 2025.

European Parliament Decides to Eliminate Multiple EU Import Tariffs on U.S. Goods

On June 2, 'New Stock God' Serenity hinted that the collaboration announcement made today with a photonics company is the most decisive event in the company's history. Serenity pointed out that the company's lasers have become the functional industry standard lasers for CPO (Co-Packaged Optics), Pluggables, and SiPH (Silicon Photonics), which will directly benefit AI chip giants using related foundries, including NVDA, AVGO, AMD, and MRVL. Finally, Serenity teased the community by asking, 'Does anyone know the name of this company?' Community discussions indicated that the company is indeed Serenity's heavily invested stock, SIVE. Sivers Semiconductors (SIVE) announced today a strategic partnership with GlobalFoundries (GFS). Their laser array will be integrated into GF's silicon photonics platform and SCALE optical engine reference design, supporting CPO, LPO, and other AI data center optical interconnect solutions, with a target of $25 billion in the pluggable optics market by 2030. This move positions Sivers' lasers as the default light source in GF's silicon photonics ecosystem, significantly enhancing bandwidth density and energy efficiency, and providing standardized high-performance laser solutions for downstream AI chip manufacturers.

[Serenity Announces Strategic Partnership with GFS, Boosting SIVE's Position in the Pluggable Optics Market]On June 2, 'New Stock God' Serenity hinted that the collaboration announcement made today with a photonics company is the most decisive event in the company's history. Serenity pointed out that the company's lasers have become the functional industry standard lasers for CPO (Co-Packaged Optics), Pluggables, and SiPH (Silicon Photonics), which will directly benefit AI chip giants using related foundries, including NVDA, AVGO, AMD, and MRVL. Finally, Serenity teased the community by asking, 'Does anyone know the name of this company?' Community discussions indicated that the company is indeed Serenity's heavily invested stock, SIVE. Sivers Semiconductors (SIVE) announced today a strategic partnership with GlobalFoundries (GFS). Their laser array will be integrated into GF's silicon photonics platform and SCALE optical engine reference design, supporting CPO, LPO, and other AI data center optical interconnect solutions, with a target of $25 billion in the pluggable optics market by 2030. This move positions Sivers' lasers as the default light source in GF's silicon photonics ecosystem, significantly enhancing bandwidth density and energy efficiency, and providing standardized high-performance laser solutions for downstream AI chip manufacturers.

Serenity Announces Strategic Partnership with GFS, Boosting SIVE's Position in the Pluggable Optics Market

On June 2, both Brent and WTI crude oil prices fell by more than 2%, currently reported at $92.56 per barrel and $93.07 per barrel, respectively. (Jin Shi)

[Brent and WTI Crude Oil Prices Drop Over 2%]On June 2, both Brent and WTI crude oil prices fell by more than 2%, currently reported at $92.56 per barrel and $93.07 per barrel, respectively. (Jin Shi)

Brent and WTI Crude Oil Prices Drop Over 2%

On June 2, data compiled by Bloomberg showed that the US Bitcoin spot ETF has experienced net outflows for 11 consecutive trading days, setting a historical record. During this period, investors have withdrawn nearly $3.5 billion.

[US Bitcoin Spot ETF Records 11 Consecutive Days of Net Outflows, Setting a Historical Record]On June 2, data compiled by Bloomberg showed that the US Bitcoin spot ETF has experienced net outflows for 11 consecutive trading days, setting a historical record. During this period, investors have withdrawn nearly $3.5 billion.

US Bitcoin Spot ETF Records 11 Consecutive Days of Net Outflows, Setting a Historical Record

On June 2, Bitcoin fell below the closely watched $70,000 mark during trading, marking the first time since April 7 of this year. The news comes as Strategy disclosed its first-ever sale of Bitcoin, selling 32 BTC for $2.5 million. Industry insiders noted that Strategy's sale of 32 Bitcoins was intended to pay dividends; although the amount is not large, the shift from a long-term 'buy and hold' strategy to selling has triggered panic in the market, leading some highly leveraged long positions to stop-loss, accelerating the price decline. Additionally, geopolitical tensions in the Middle East and the upcoming U.S. non-farm payroll data have prompted Wall Street institutions to temporarily avoid risk. Current market sentiment indicators and the RSI suggest that Bitcoin prices may continue to decline, and after falling below $70,000, it could reach a low of $60,000.

[Strategy's First Sale Triggers Panic as Bitcoin Falls Below $70,000 Key Psychological Barrier]On June 2, Bitcoin fell below the closely watched $70,000 mark during trading, marking the first time since April 7 of this year. The news comes as Strategy disclosed its first-ever sale of Bitcoin, selling 32 BTC for $2.5 million. Industry insiders noted that Strategy's sale of 32 Bitcoins was intended to pay dividends; although the amount is not large, the shift from a long-term 'buy and hold' strategy to selling has triggered panic in the market, leading some highly leveraged long positions to stop-loss, accelerating the price decline. Additionally, geopolitical tensions in the Middle East and the upcoming U.S. non-farm payroll data have prompted Wall Street institutions to temporarily avoid risk. Current market sentiment indicators and the RSI suggest that Bitcoin prices may continue to decline, and after falling below $70,000, it could reach a low of $60,000.

Strategy's First Sale Triggers Panic as Bitcoin Falls Below $70,000 Key Psychological Barrier

On June 2, SoftBank announced plans to invest up to €75 billion (approximately $85 billion) in France to create data center capacity of up to 5GW, with the first three sites aiming to reach 3.1GW by 2031. The core driving force behind this investment is France's abundant decarbonized electricity resources. Industry analysts point out that the availability of electricity has become the primary variable for the site selection of large-scale AI infrastructure. French utility company EDF has also selected SoftBank as the preferred developer for a 400MW data center park at the former Bouchain thermal power plant site.

[SoftBank Bets $85 Billion on France, Electricity Becomes Core Element in AI Competition]On June 2, SoftBank announced plans to invest up to €75 billion (approximately $85 billion) in France to create data center capacity of up to 5GW, with the first three sites aiming to reach 3.1GW by 2031. The core driving force behind this investment is France's abundant decarbonized electricity resources. Industry analysts point out that the availability of electricity has become the primary variable for the site selection of large-scale AI infrastructure. French utility company EDF has also selected SoftBank as the preferred developer for a 400MW data center park at the former Bouchain thermal power plant site.

SoftBank Bets $85 Billion on France, Electricity Becomes Core Element in AI Competition

On June 2, driven by safe-haven demand during the Iran conflict, the renminbi against a basket of trade partner currencies rose to its highest level in nearly four years on Tuesday. The Bloomberg simulated real-time CFETS renminbi exchange rate index reported 101.41 on Tuesday, the highest since September 2022, marking the third consecutive trading day of increase.

[Renminbi Exchange Rate Against a Basket of Currencies Reaches Nearly Four-Year High]On June 2, driven by safe-haven demand during the Iran conflict, the renminbi against a basket of trade partner currencies rose to its highest level in nearly four years on Tuesday. The Bloomberg simulated real-time CFETS renminbi exchange rate index reported 101.41 on Tuesday, the highest since September 2022, marking the third consecutive trading day of increase.

Renminbi Exchange Rate Against a Basket of Currencies Reaches Nearly Four-Year High

According to on-chain analyst Ai Yi's monitoring, INTC in Nvidia's portfolio has risen by 177.63% this year, CRWV by 57.36%, COHR by 86.74%, NOK by 149.62%, LITE by 134.39%, and MRVL by 145.47%. Some of these stocks have been mentioned by Jensen Huang in public.

[Jensen Huang Mentions Stocks with Over 100% Increase This Year]According to on-chain analyst Ai Yi's monitoring, INTC in Nvidia's portfolio has risen by 177.63% this year, CRWV by 57.36%, COHR by 86.74%, NOK by 149.62%, LITE by 134.39%, and MRVL by 145.47%. Some of these stocks have been mentioned by Jensen Huang in public.

Jensen Huang Mentions Stocks with Over 100% Increase This Year

火币HTX数据监测显示，BTC跌破73000  USDT，现报72999.99  USDT，24H跌幅1.19%。

【BTC跌破73000  USDT】火币HTX数据监测显示，BTC跌破73000  USDT，现报72999.99  USDT，24H跌幅1.19%。

BTC跌破73000  USDT

Hoskinson Reaffirms Cardano Focus After IO Treasury Proposals Pass

TechFlow Intelligence Report: Xiaomi Announces 200 Billion HKD Stock Buyback Plan, Spot Gold Falls Nearly 1%

CEO's Unexpected Passing: Will ONDO's 'Tokenization Narrative' Change?

4 Years After Terra’s Collapse, Hodlnaut’s Former CEO Faces Fraud Charges In Singapore Court

Hoskinson Says This Cardano App Could Become Crypto’s Most-Used By 2030

Retail Investors' 'Lead Brother' Serenity vs. Newly Minted Stock God Leopold: How Are the Two Top Hunters Mining AI's 'Physical Limits'?

One Article Deconstructs the Investment Methodology of 'Stock God Serenity'

Sharplink CEO: Ethereum's Future Is Playing Out Now

Kalshi and Coinbase Receive CFTC Approval, Ushering in the Most Regulation-Friendly Era for the Crypto Industry?

Weekly Token Unlocks: HYPE Unlocks $650M Worth of Tokens

Article

CoinShares: Digital Asset Funds Experience $1.67 Billion Net Outflow in One Week, Second Largest This Year

Yushu Technology's IPO Approved by Sci-Tech Innovation Board

BTC跌破73000 USDT

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