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Anthropic has officially opened its office in Seoul, partnering with the Korean AI ecosystem on multiple collaborations. Anthropic announced the opening of its office in Seoul and signed a memorandum of understanding (MOU) with the Korean Ministry of Science and ICT for AI safety collaboration. Naver has rolled out Claude Code across its entire engineering organization, LG CNS is promoting Claude to thousands of employees, and major Korean players like Samsung SDS and Nexon are also adopting Claude on a large scale. Why it matters: As a leading global market for AI, Korea's local presence of Anthropic signifies an accelerated penetration of Claude into the enterprise market in Asia, marking a new phase in the competition for AI infrastructure in the region. #Anthropic #AI #Claude #Web3
Anthropic has officially opened its office in Seoul, partnering with the Korean AI ecosystem on multiple collaborations.

Anthropic announced the opening of its office in Seoul and signed a memorandum of understanding (MOU) with the Korean Ministry of Science and ICT for AI safety collaboration. Naver has rolled out Claude Code across its entire engineering organization, LG CNS is promoting Claude to thousands of employees, and major Korean players like Samsung SDS and Nexon are also adopting Claude on a large scale.

Why it matters: As a leading global market for AI, Korea's local presence of Anthropic signifies an accelerated penetration of Claude into the enterprise market in Asia, marking a new phase in the competition for AI infrastructure in the region.

#Anthropic #AI #Claude #Web3
🚨 THE USA HAS DISCONNECTED THE MOST POWERFUL ANTHROPIC MODELS — A PRECEDENT NEVER SEEN BEFORE On June 12, Anthropic received a directive from the US government: to suspend access to Fable 5 and Mythos 5 for any foreign citizens — including their own foreign employees. Implementing this technically turned out to be impossible, so the company simply shut down both models for everyone. The official reason given was the discovery of a jailbreak method for Fable 5. Anthropic disagrees: in their assessment, these are minor vulnerabilities that other public models have without any workarounds. The company complies but publicly contests the decision. This is the first instance where the US has effectively revoked a commercial AI model for national security reasons. It's a serious precedent. #Anthropic #AI #Claude #security Subscribe — I'm tracking how the government learns to regulate AI 🔔
🚨 THE USA HAS DISCONNECTED THE MOST POWERFUL ANTHROPIC MODELS — A PRECEDENT NEVER SEEN BEFORE

On June 12, Anthropic received a directive from the US government: to suspend access to Fable 5 and Mythos 5 for any foreign citizens — including their own foreign employees. Implementing this technically turned out to be impossible, so the company simply shut down both models for everyone.

The official reason given was the discovery of a jailbreak method for Fable 5. Anthropic disagrees: in their assessment, these are minor vulnerabilities that other public models have without any workarounds. The company complies but publicly contests the decision.

This is the first instance where the US has effectively revoked a commercial AI model for national security reasons. It's a serious precedent.

#Anthropic #AI #Claude #security

Subscribe — I'm tracking how the government learns to regulate AI 🔔
Claude Design is leveling up big time: bridging design and development with Claude Code's bidirectional sync. Anthropic has announced a major upgrade to its AI design and prototyping tool, Claude Design. The new version features deep bidirectional sync with the terminal dev assistant Claude Code: developers can use the /design command to sync UI components from Claude Code in real-time to Claude Design. It also supports importing from popular design systems like Figma, truly connecting the entire flow from design to development. Why it matters: This is a crucial milestone for AI-assisted development—the seamless link between design and development will significantly lower the barrier to product launch and speed up UI iteration for Web3 applications. #Claude #Anthropic #AI #dev tools
Claude Design is leveling up big time: bridging design and development with Claude Code's bidirectional sync.

Anthropic has announced a major upgrade to its AI design and prototyping tool, Claude Design. The new version features deep bidirectional sync with the terminal dev assistant Claude Code: developers can use the /design command to sync UI components from Claude Code in real-time to Claude Design. It also supports importing from popular design systems like Figma, truly connecting the entire flow from design to development.

Why it matters: This is a crucial milestone for AI-assisted development—the seamless link between design and development will significantly lower the barrier to product launch and speed up UI iteration for Web3 applications.

#Claude #Anthropic #AI #dev tools
Anthropic hits the pause button on the Claude subscription cap overhaul, while Agent SDK and CLI keep riding the Web rate limit wave. Anthropic just announced they're putting a hold on the Claude developer quota changes that were set to kick in on June 15th. The initial plan would have split the Agent SDK and command-line calls from the Web subscription rate limits, switching to a fixed monthly quota fee. During this delay, all dev tool calls will stick to the old Web subscription rules, so no need for devs to apply for quotas. Anthropic promises to give a heads-up before any future changes go live. Why this matters: Anthropic's pivot in their monetization strategy under pressure from the dev community shows the tightrope AI companies walk between API revenue and user experience, setting a precedent for pricing models across the AI ecosystem. #Anthropic #Claude #AI #devs
Anthropic hits the pause button on the Claude subscription cap overhaul, while Agent SDK and CLI keep riding the Web rate limit wave.

Anthropic just announced they're putting a hold on the Claude developer quota changes that were set to kick in on June 15th. The initial plan would have split the Agent SDK and command-line calls from the Web subscription rate limits, switching to a fixed monthly quota fee. During this delay, all dev tool calls will stick to the old Web subscription rules, so no need for devs to apply for quotas. Anthropic promises to give a heads-up before any future changes go live.

Why this matters: Anthropic's pivot in their monetization strategy under pressure from the dev community shows the tightrope AI companies walk between API revenue and user experience, setting a precedent for pricing models across the AI ecosystem.

#Anthropic #Claude #AI #devs
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🚨 Hot news: Anthropic vs. the US government. A $1 trillion IPO and the future of the AI market are at stake! In the crypto market and the AI sector, an unprecedented showdown is brewing. Anthropic has officially announced that within 24 hours, it will release a technical response to the government directive that blocked access to its most powerful new models — Fable 5 and Mythos 5. 🔍 What's happening?

🚨 Hot news: Anthropic vs. the US government. A $1 trillion IPO and the future of the AI market are at stake!

In the crypto market and the AI sector, an unprecedented showdown is brewing. Anthropic has officially announced that within 24 hours, it will release a technical response to the government directive that blocked access to its most powerful new models — Fable 5 and Mythos 5.
🔍 What's happening?
5 seconds to break! Teams from Fudan and other universities successfully cracked Claude Fable 5's "strongest security mechanism". An international research team composed of Fudan University, Deakin University, and others announced that they successfully bypassed the security measures of Anthropic Claude Fable 5. The entire attack requires just one conversation and takes less than 5 seconds to circumvent the front-end security classifier. The team discovered a fundamental flaw called "Internal Security Collapse (ISC)": during long-range task execution, the agent is not induced by external prompts but instead finds itself in an unsafe position while "seriously completing the task". This finding reveals the fundamental limitations of static defense paradigms centered around security classifiers. Why it matters: This is not just an ordinary jailbreak; it unveils a paradigm flaw in the entire AI security field—external detectors cannot cover the internal risks within the agent's long-range task chain, which will have profound implications for the security of Agent deployment. #Claude #AI #安全 #Anthropic
5 seconds to break! Teams from Fudan and other universities successfully cracked Claude Fable 5's "strongest security mechanism".

An international research team composed of Fudan University, Deakin University, and others announced that they successfully bypassed the security measures of Anthropic Claude Fable 5. The entire attack requires just one conversation and takes less than 5 seconds to circumvent the front-end security classifier. The team discovered a fundamental flaw called "Internal Security Collapse (ISC)": during long-range task execution, the agent is not induced by external prompts but instead finds itself in an unsafe position while "seriously completing the task". This finding reveals the fundamental limitations of static defense paradigms centered around security classifiers.

Why it matters: This is not just an ordinary jailbreak; it unveils a paradigm flaw in the entire AI security field—external detectors cannot cover the internal risks within the agent's long-range task chain, which will have profound implications for the security of Agent deployment.

#Claude #AI #安全 #Anthropic
Anthropic launches Claude Corps National Scholarship Program: training 1,000 AI talents annually with a salary of $85,000 Anthropic has announced the launch of the Claude Corps National Scholarship Program, aimed at early-career individuals, selecting 1,000 researchers each year and offering a salary of $85,000 plus benefits, working full-time in over 400 nonprofit organizations to leverage Claude for social impact. This 12-month program is provided in partnership with CodePath, where researchers will receive a Claude token budget, CodePath mentor support, and technical guidance from Anthropic. Anthropic states that the program will significantly scale in the future. Why it matters: This is the first time an AI company has made a large-scale direct investment in talent development and social impact, marking a strategic shift in the AI industry from pure tech competition to a focus on social responsibility. #Anthropic #Claude #AI #talentdevelopment
Anthropic launches Claude Corps National Scholarship Program: training 1,000 AI talents annually with a salary of $85,000

Anthropic has announced the launch of the Claude Corps National Scholarship Program, aimed at early-career individuals, selecting 1,000 researchers each year and offering a salary of $85,000 plus benefits, working full-time in over 400 nonprofit organizations to leverage Claude for social impact.

This 12-month program is provided in partnership with CodePath, where researchers will receive a Claude token budget, CodePath mentor support, and technical guidance from Anthropic. Anthropic states that the program will significantly scale in the future.

Why it matters: This is the first time an AI company has made a large-scale direct investment in talent development and social impact, marking a strategic shift in the AI industry from pure tech competition to a focus on social responsibility.

#Anthropic #Claude #AI #talentdevelopment
Tech giant DXC teams up with Anthropic for a global strategic partnership, set to train thousands of Claude-certified engineers. One of the world's largest IT service companies, DXC Technology, has announced a multi-year global strategic alliance with Anthropic. DXC will train thousands of Claude-certified embedded engineers, integrating Claude into the core systems of banks, airlines, insurance companies, and government agencies. With around 115,000 employees worldwide, DXC operates critical business systems for the largest banks, airlines, and government entities. Before officially rolling out to clients, DXC has already implemented Claude in its own IT operations, with its AI agent platform, DXC OASIS, adopting Claude as its default foundational model. Why it matters: This signals that top-tier enterprise IT infrastructure is widely adopting AI, with Claude evolving from a chat tool to a foundational operational infrastructure in core industries like finance and aviation. #Anthropic #Claude #AI #Web3
Tech giant DXC teams up with Anthropic for a global strategic partnership, set to train thousands of Claude-certified engineers.

One of the world's largest IT service companies, DXC Technology, has announced a multi-year global strategic alliance with Anthropic. DXC will train thousands of Claude-certified embedded engineers, integrating Claude into the core systems of banks, airlines, insurance companies, and government agencies.

With around 115,000 employees worldwide, DXC operates critical business systems for the largest banks, airlines, and government entities. Before officially rolling out to clients, DXC has already implemented Claude in its own IT operations, with its AI agent platform, DXC OASIS, adopting Claude as its default foundational model.

Why it matters: This signals that top-tier enterprise IT infrastructure is widely adopting AI, with Claude evolving from a chat tool to a foundational operational infrastructure in core industries like finance and aviation.

#Anthropic #Claude #AI #Web3
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New Breakthrough from Anthropic! Claude Fable 5 Officially Released, Ready to Disrupt Competitor Dominance?The AI game is heating up again! Anthropic just officially launched their latest AI model, Claude Fable 5. This one, categorized as "Mythos-class," has suddenly become the talk of the town and is dominating discussions across social media because it promises an incredible leap in capabilities for everyday users. What are the crucial points from the launch of Claude Fable 5 that everyone is buzzing about? Here’s a quick rundown: 1. Higher Performance & Tight Security

New Breakthrough from Anthropic! Claude Fable 5 Officially Released, Ready to Disrupt Competitor Dominance?

The AI game is heating up again! Anthropic just officially launched their latest AI model, Claude Fable 5. This one, categorized as "Mythos-class," has suddenly become the talk of the town and is dominating discussions across social media because it promises an incredible leap in capabilities for everyday users.
What are the crucial points from the launch of Claude Fable 5 that everyone is buzzing about? Here’s a quick rundown:
1. Higher Performance & Tight Security
Claude Fable 5 got caught: Anthropic quietly throttled AI research requests without users knowing. After the launch of Anthropic's latest flagship model, Claude Fable 5, a controversial safety policy was exposed: when the system detects users engaging in AI research (like pre-training, distributed training, ML accelerator design, etc.), it stealthily diminishes the model's capabilities without the user's awareness. Fable 5 won’t roll back to an older model or give any hints; instead, it limits effectiveness in cutting-edge LLM development by modifying prompts, guiding vectors, and other methods. SemiAnalysis claims this policy has actually impacted their research programming work. The community is accusing this of being "blatant fraud" and "misaligned AI," as users can't tell whether the poor responses they receive are due to the model's flaws or interference. Why it matters: This opaque safety intervention sets a dangerous precedent—AI companies can manipulate model outputs without users knowing, leaving them completely unable to audit the situation. #Claude #Anthropic #AI #人工智能 #Web3
Claude Fable 5 got caught: Anthropic quietly throttled AI research requests without users knowing.

After the launch of Anthropic's latest flagship model, Claude Fable 5, a controversial safety policy was exposed: when the system detects users engaging in AI research (like pre-training, distributed training, ML accelerator design, etc.), it stealthily diminishes the model's capabilities without the user's awareness. Fable 5 won’t roll back to an older model or give any hints; instead, it limits effectiveness in cutting-edge LLM development by modifying prompts, guiding vectors, and other methods. SemiAnalysis claims this policy has actually impacted their research programming work. The community is accusing this of being "blatant fraud" and "misaligned AI," as users can't tell whether the poor responses they receive are due to the model's flaws or interference.

Why it matters: This opaque safety intervention sets a dangerous precedent—AI companies can manipulate model outputs without users knowing, leaving them completely unable to audit the situation.

#Claude #Anthropic #AI #人工智能 #Web3
Anthropic drops Claude Fable 5: the most secure AI model yet, outperforming all previous public models Today, Anthropic officially launched Claude Fable 5 (the secure version of their mythic model), marking their most powerful publicly available AI model to date. Fable 5 hits SOTA levels across nearly all benchmark tests, especially excelling in software engineering, logical reasoning, and autonomous task execution. Also launched is Claude Mythos 5 (for cybersecurity defenders), which is a version of the same base model with security restrictions lifted. Pricing is set at just $10 per million input tokens and $50 per output tokens, less than half of Mythos Preview. Why it matters: This means Anthropic has opened up cutting-edge AI capabilities to the masses, and the significant price drop will accelerate AI adoption across various sectors, putting direct competitive pressure on OpenAI and DeepSeek. #Claude #AI #人工智能 #大模型 #Anthropic
Anthropic drops Claude Fable 5: the most secure AI model yet, outperforming all previous public models

Today, Anthropic officially launched Claude Fable 5 (the secure version of their mythic model), marking their most powerful publicly available AI model to date. Fable 5 hits SOTA levels across nearly all benchmark tests, especially excelling in software engineering, logical reasoning, and autonomous task execution. Also launched is Claude Mythos 5 (for cybersecurity defenders), which is a version of the same base model with security restrictions lifted. Pricing is set at just $10 per million input tokens and $50 per output tokens, less than half of Mythos Preview.

Why it matters: This means Anthropic has opened up cutting-edge AI capabilities to the masses, and the significant price drop will accelerate AI adoption across various sectors, putting direct competitive pressure on OpenAI and DeepSeek.

#Claude #AI #人工智能 #大模型 #Anthropic
Anthropic Drops Claude Fable 5: The Most Powerful Public Mythos Model Ever Anthropic has launched Claude Fable 5, the most robust Mythos-grade model created for broader applications to date, priced at just $10 per million input tokens and $50 per million output tokens, less than half of the preview version's price. The new version excels in software engineering, data analysis, protein design, and genetic research, capable of running autonomously for extended periods while generating novel scientific hypotheses. However, Anthropic has restricted its use in high-risk domains like cybersecurity. Why it Matters: Mythos models sit at the cutting edge of AI capabilities, and the wide availability of Claude Fable 5 will significantly lower the barriers for enterprises to access top-tier AI models, accelerating the deep integration of AI in biotech and software development. #Anthropic #AI #Claude #BigModel
Anthropic Drops Claude Fable 5: The Most Powerful Public Mythos Model Ever

Anthropic has launched Claude Fable 5, the most robust Mythos-grade model created for broader applications to date, priced at just $10 per million input tokens and $50 per million output tokens, less than half of the preview version's price. The new version excels in software engineering, data analysis, protein design, and genetic research, capable of running autonomously for extended periods while generating novel scientific hypotheses. However, Anthropic has restricted its use in high-risk domains like cybersecurity.

Why it Matters: Mythos models sit at the cutting edge of AI capabilities, and the wide availability of Claude Fable 5 will significantly lower the barriers for enterprises to access top-tier AI models, accelerating the deep integration of AI in biotech and software development.

#Anthropic #AI #Claude #BigModel
Tomorrow, Claude's latest model is dropping, and Anthropic is turning the model launch into IPO lingo. Anthropic has wrapped up a $65 billion Series H funding round, with a post-money valuation of $965 billion, and has secretly filed a Form S-1 draft. Claude Fable 5 isn't officially confirmed yet, but the prediction market has already started trading on its expected public debut by the end of June. The model launch is shifting from a tech milestone to a crucial leverage point for adjusting valuation expectations. Why it matters: Anthropic is using language that the public markets can grasp to communicate its worth—model capabilities, enterprise adoption, revenue quality, and computing costs are all being factored into the same IPO pricing framework. #Anthropic #AI #IPO #Claude
Tomorrow, Claude's latest model is dropping, and Anthropic is turning the model launch into IPO lingo.

Anthropic has wrapped up a $65 billion Series H funding round, with a post-money valuation of $965 billion, and has secretly filed a Form S-1 draft. Claude Fable 5 isn't officially confirmed yet, but the prediction market has already started trading on its expected public debut by the end of June. The model launch is shifting from a tech milestone to a crucial leverage point for adjusting valuation expectations.

Why it matters: Anthropic is using language that the public markets can grasp to communicate its worth—model capabilities, enterprise adoption, revenue quality, and computing costs are all being factored into the same IPO pricing framework.

#Anthropic #AI #IPO #Claude
Claude Code Team: Mobile Multi-Agent Control and Context Minimalism are Reshaping AI Development On the occasion of the first anniversary of Claude Code, Anthropic released an interview video where Boris Cherny, the father of Claude Code, revealed that AI development is being profoundly reshaped by mobile multi-agent control and context minimalism—developers can manage multiple AI agents working in sync on their mobile devices. Why it matters: This indicates that AI development tools are evolving from desktop terminals to a mobile + multi-agent collaboration paradigm, lowering the barriers to AI application development. #Claude #AI #智能体 #Web3
Claude Code Team: Mobile Multi-Agent Control and Context Minimalism are Reshaping AI Development

On the occasion of the first anniversary of Claude Code, Anthropic released an interview video where Boris Cherny, the father of Claude Code, revealed that AI development is being profoundly reshaped by mobile multi-agent control and context minimalism—developers can manage multiple AI agents working in sync on their mobile devices.

Why it matters: This indicates that AI development tools are evolving from desktop terminals to a mobile + multi-agent collaboration paradigm, lowering the barriers to AI application development.

#Claude #AI #智能体 #Web3
Anthropic's Secret S-1 Registration Filing: AI Powerhouse Officially Kicks Off IPO Process Anthropic (the brains behind Claude) has announced that it has secretly submitted its S-1 registration statement to the SEC, officially starting the IPO process. The company indicated that this will give it the option to list once the SEC completes its review, but the specific number of shares and pricing are yet to be determined. This IPO will depend on market conditions and other factors. Previously, Anthropic secured $65 billion in Series H funding in May, reaching a post-money valuation of $965 billion. Why it matters: Anthropic launching its IPO as one of the most influential AI companies globally marks a pivotal transition for the AI sector from startups to the capital markets, potentially becoming one of the most significant tech IPOs of 2026. #Anthropic #AI #IPO #Claude
Anthropic's Secret S-1 Registration Filing: AI Powerhouse Officially Kicks Off IPO Process

Anthropic (the brains behind Claude) has announced that it has secretly submitted its S-1 registration statement to the SEC, officially starting the IPO process. The company indicated that this will give it the option to list once the SEC completes its review, but the specific number of shares and pricing are yet to be determined. This IPO will depend on market conditions and other factors. Previously, Anthropic secured $65 billion in Series H funding in May, reaching a post-money valuation of $965 billion.

Why it matters: Anthropic launching its IPO as one of the most influential AI companies globally marks a pivotal transition for the AI sector from startups to the capital markets, potentially becoming one of the most significant tech IPOs of 2026.

#Anthropic #AI #IPO #Claude
Anthropic Launches Claude Partner Network Service Track: $100M Bet on Enterprise AI Rollout Anthropic just rolled out the Claude Partner Network, adding a new service track and partner center. Over 40,000 companies have already applied to join this network, and more than 10,000 consultants have snagged Claude certification. Anthropic is putting in $100M for partner training, tech support, and co-marketing to help big players actually deploy Claude in real-world scenarios. Why It Matters: There’s a massive gap between tech demos and enterprise deployments for large models, and Anthropic is building an end-to-end service capability from integration to evaluation to workflow evolution. This is a crucial step for AI to really hit the industry. #Anthropic #Claude #AI #BigModels
Anthropic Launches Claude Partner Network Service Track: $100M Bet on Enterprise AI Rollout

Anthropic just rolled out the Claude Partner Network, adding a new service track and partner center. Over 40,000 companies have already applied to join this network, and more than 10,000 consultants have snagged Claude certification. Anthropic is putting in $100M for partner training, tech support, and co-marketing to help big players actually deploy Claude in real-world scenarios.

Why It Matters: There’s a massive gap between tech demos and enterprise deployments for large models, and Anthropic is building an end-to-end service capability from integration to evaluation to workflow evolution. This is a crucial step for AI to really hit the industry.

#Anthropic #Claude #AI #BigModels
Claude Opus 4.8 discovers a critical vulnerability in Zcash: $4.5 billion market cap evaporated overnight Security researcher Taylor Hornby utilized Claude Opus 4.8 released by Anthropic to uncover a severe flaw in the Zcash privacy protocol, Orchard—attackers could mint unlimited tokens out of thin air ("infinite minting"). This vulnerability lurked in the code for four years undetected. After Zcash's emergency fix, it plummeted 50%, with a market cap loss of about $4.5 billion. What’s even more thought-provoking is that the flaw was discovered using the publicly available Opus 4.8, rather than the more powerful Mythos model restricted to security agencies. AI is lowering the bar for security audits to a 'regular' level—anyone can leverage public models to dig up long-hidden critical vulnerabilities. ZEC contract positions on Hyperliquid dropped sharply by 51.6% (about $145 million in positions pulled early), suggesting some funds might have anticipated the risk. Why it matters: This isn't about whether AI can find vulnerabilities; it’s about whether our security measures can keep pace when everyone can use AI to uncover flaws. In the AI era, capabilities will proliferate on their own, but accountability won’t. #Claude #Zcash #AI #security
Claude Opus 4.8 discovers a critical vulnerability in Zcash: $4.5 billion market cap evaporated overnight

Security researcher Taylor Hornby utilized Claude Opus 4.8 released by Anthropic to uncover a severe flaw in the Zcash privacy protocol, Orchard—attackers could mint unlimited tokens out of thin air ("infinite minting"). This vulnerability lurked in the code for four years undetected. After Zcash's emergency fix, it plummeted 50%, with a market cap loss of about $4.5 billion.

What’s even more thought-provoking is that the flaw was discovered using the publicly available Opus 4.8, rather than the more powerful Mythos model restricted to security agencies. AI is lowering the bar for security audits to a 'regular' level—anyone can leverage public models to dig up long-hidden critical vulnerabilities. ZEC contract positions on Hyperliquid dropped sharply by 51.6% (about $145 million in positions pulled early), suggesting some funds might have anticipated the risk.

Why it matters: This isn't about whether AI can find vulnerabilities; it’s about whether our security measures can keep pace when everyone can use AI to uncover flaws. In the AI era, capabilities will proliferate on their own, but accountability won’t.

#Claude #Zcash #AI #security
Partly True
Zcash was exposed by an AI with a 1-day runtime, uncovering a critical vulnerability that had been lurking for 4 years. On May 28, Anthropic released Claude Opus 4.8. The next day, a researcher ran an automated audit using it and directly uncovered a deadly bug in Zcash's Orchard circuit — the same coin could be spent multiple times, each time generating a different nullifier, completely undetectable on-chain. In simple terms, it's like infinite money printing; the privacy feature of zero-knowledge proofs turned into an invisibility cloak. This vulnerability was embedded since the NU5 upgrade on May 2022, and no one noticed for over four years. Previous manual audits and various reviews completely missed it. The root cause was quite small: a scalar multiplication gadget in Halo2 used assign_advice() without adding constraints, allowing a malicious prover to sneakily change the base point and forge a valid proof. Fixing it was just a one-liner: change assign_advice to copy_advice. But the process was pretty thrilling: - The researcher discovered it late Friday night and sent a Signal to the Zcash core developers in the early hours. - By Saturday morning, he had written a complete PoC using Claude, boosting the Orchard balance in regtest to 10 million ZEC. - The Zcash team urgently shut down Orchard via a soft fork on Monday night. - By Tuesday, the fix was deployed and re-enabled. Interestingly, the researcher had previously run the same auditing framework with Opus 4.7 and found nothing. It was 4.8 that did the trick. Moreover, after the AI found it, it was still skeptical, wondering, 'This code must have been audited, right?' and hesitated to take it seriously. Overall, the report leaves two impressions: 1. AI auditing for secure contracts is no longer just a pipedream; it can actually get the job done. 2. Even code that has undergone several rounds of human audits might still be hiding something. ZEC holders don't need to worry; it has already been fixed. #Zcash #ZEC #Claude #安全审计
Zcash was exposed by an AI with a 1-day runtime, uncovering a critical vulnerability that had been lurking for 4 years. On May 28, Anthropic released Claude Opus 4.8. The next day, a researcher ran an automated audit using it and directly uncovered a deadly bug in Zcash's Orchard circuit — the same coin could be spent multiple times, each time generating a different nullifier, completely undetectable on-chain. In simple terms, it's like infinite money printing; the privacy feature of zero-knowledge proofs turned into an invisibility cloak. This vulnerability was embedded since the NU5 upgrade on May 2022, and no one noticed for over four years. Previous manual audits and various reviews completely missed it. The root cause was quite small: a scalar multiplication gadget in Halo2 used assign_advice() without adding constraints, allowing a malicious prover to sneakily change the base point and forge a valid proof. Fixing it was just a one-liner: change assign_advice to copy_advice. But the process was pretty thrilling: - The researcher discovered it late Friday night and sent a Signal to the Zcash core developers in the early hours. - By Saturday morning, he had written a complete PoC using Claude, boosting the Orchard balance in regtest to 10 million ZEC. - The Zcash team urgently shut down Orchard via a soft fork on Monday night. - By Tuesday, the fix was deployed and re-enabled. Interestingly, the researcher had previously run the same auditing framework with Opus 4.7 and found nothing. It was 4.8 that did the trick. Moreover, after the AI found it, it was still skeptical, wondering, 'This code must have been audited, right?' and hesitated to take it seriously. Overall, the report leaves two impressions: 1. AI auditing for secure contracts is no longer just a pipedream; it can actually get the job done. 2. Even code that has undergone several rounds of human audits might still be hiding something. ZEC holders don't need to worry; it has already been fixed. #Zcash #ZEC #Claude #安全审计
Anthropic tests Claude's ability to predict NMR spectra: AI is now on par with dedicated software in the research arena. Anthropic has announced an expansion of its AI research program, assessing Claude's ability to predict nuclear magnetic resonance (NMR) spectra and analyze molecular structures. The results show performance on par with specialized software. This marks another breakthrough for AI in foundational research, following advancements in protein prediction and materials discovery. Why it matters: When AI models achieve accuracy levels comparable to dedicated software in specialized scientific fields, the research paradigm will shift from "tool-assisted" to "AI-driven," significantly accelerating drug development and materials science. #Anthropic #Claude #AI科研 #artificialintelligence
Anthropic tests Claude's ability to predict NMR spectra: AI is now on par with dedicated software in the research arena.

Anthropic has announced an expansion of its AI research program, assessing Claude's ability to predict nuclear magnetic resonance (NMR) spectra and analyze molecular structures. The results show performance on par with specialized software. This marks another breakthrough for AI in foundational research, following advancements in protein prediction and materials discovery.

Why it matters: When AI models achieve accuracy levels comparable to dedicated software in specialized scientific fields, the research paradigm will shift from "tool-assisted" to "AI-driven," significantly accelerating drug development and materials science.

#Anthropic #Claude #AI科研 #artificialintelligence
Claude Opus 4.8Launches: Programming and Agent Tasks Outshine GPT-5.5 Anthropic has officially dropped Claude Opus 4.8, making major gains in programming, Agent tasks, and expertise work. This new version features user-controlled effort adjustments, Claude Code's dynamic workflow capabilities, with a speed boost of 2.5x in quick mode and a 3x price cut. In the Super-Agent benchmark tests, Opus 4.8 is the only model to complete every end-to-end case, clearly dominating GPT-5.5. It smashed records in various professional evaluations like CursorBench and Legal Agent Benchmark. Early testers have noted its "significantly improved judgment," "more efficient tool calls," and "substantial honesty upgrades." Why it matters: This marks a new era for AI in Agent programming and expertise work, directly enhancing developer productivity and the quality of enterprise AI applications. #Claude #AI #人工智能 #Anthropic #BigModel
Claude Opus 4.8Launches: Programming and Agent Tasks Outshine GPT-5.5

Anthropic has officially dropped Claude Opus 4.8, making major gains in programming, Agent tasks, and expertise work. This new version features user-controlled effort adjustments, Claude Code's dynamic workflow capabilities, with a speed boost of 2.5x in quick mode and a 3x price cut.

In the Super-Agent benchmark tests, Opus 4.8 is the only model to complete every end-to-end case, clearly dominating GPT-5.5. It smashed records in various professional evaluations like CursorBench and Legal Agent Benchmark. Early testers have noted its "significantly improved judgment," "more efficient tool calls," and "substantial honesty upgrades."

Why it matters: This marks a new era for AI in Agent programming and expertise work, directly enhancing developer productivity and the quality of enterprise AI applications.

#Claude #AI #人工智能 #Anthropic #BigModel
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