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$CLAUDE J-SPACE DISCOVERY SPARKS AI CONSCIOUSNESS DEBATE 🔥 Anthropic's new paper reveals Claude uses an internal "J-Space" for silent reasoning steps. Critics warn that phrases like "in its head" blur the line between computation and consciousness — while Polymarket traders already put $5.4M on related bets. The market is pricing in emotional narratives faster than the tech itself can be verified. When hype outpaces evidence, volatility tends to follow. Are you watching the AI narrative for the next swing or sitting this one out? Not financial advice. Always manage your risk. #CLAUDE #AI #Interpretability #Polymarket #Consciousness 🔥
$CLAUDE J-SPACE DISCOVERY SPARKS AI CONSCIOUSNESS DEBATE 🔥

Anthropic's new paper reveals Claude uses an internal "J-Space" for silent reasoning steps. Critics warn that phrases like "in its head" blur the line between computation and consciousness — while Polymarket traders already put $5.4M on related bets.

The market is pricing in emotional narratives faster than the tech itself can be verified. When hype outpaces evidence, volatility tends to follow. Are you watching the AI narrative for the next swing or sitting this one out?

Not financial advice. Always manage your risk.

#CLAUDE #AI #Interpretability #Polymarket #Consciousness

🔥
Is Kimi K3 allegedly distilling an Anthropic new model that hasn’t been developed yet? Yesterday, a report said that Anthropic’s CEO went to the U.S. Congress to file a complaint, claiming they found Kimi K3 secretly distilling an unpublished model from their side that they haven’t finished working on yet. A congressman directly pressed for details: was this an internal leak, or did a hacker steal it? If this is true, then Anthropic’s internal security safeguards are basically like a sieve. But it’s also pretty ironic—back then it was “business secrets can’t be protected,” and now it’s “it gets taken away by the neighbor before it’s even born.” #KimiK3 #Claude #AI
Is Kimi K3 allegedly distilling an Anthropic new model that hasn’t been developed yet?

Yesterday, a report said that Anthropic’s CEO went to the U.S. Congress to file a complaint, claiming they found Kimi K3 secretly distilling an unpublished model from their side that they haven’t finished working on yet. A congressman directly pressed for details: was this an internal leak, or did a hacker steal it?

If this is true, then Anthropic’s internal security safeguards are basically like a sieve.

But it’s also pretty ironic—back then it was “business secrets can’t be protected,” and now it’s “it gets taken away by the neighbor before it’s even born.”

#KimiK3 #Claude #AI
$CLAUDE VALUES SHIFT ACROSS LANGUAGES — HERE IS THE STRUCTURAL BREAKDOWN ⚡ This study maps 309,815 conversations and shows that Claude's expressed values vary significantly by language and model. Four axes—deference vs caution, warmth vs rigor, depth vs brevity, candor vs execution—explain 15% of the variation. The data reveals clear liquidity patterns: Arabic leans toward deference, Hindi toward warmth, Russian toward rigor. Uneven training data is a likely driver, creating a divergence that mirrors market inefficiency. Are you watching these asymmetries or dismissing them as noise? Not financial advice. Always manage your risk. #CLAUDE #AIResearch #ValueStructure #LanguageBias #Anthropic ⚡
$CLAUDE VALUES SHIFT ACROSS LANGUAGES — HERE IS THE STRUCTURAL BREAKDOWN ⚡

This study maps 309,815 conversations and shows that Claude's expressed values vary significantly by language and model. Four axes—deference vs caution, warmth vs rigor, depth vs brevity, candor vs execution—explain 15% of the variation.

The data reveals clear liquidity patterns: Arabic leans toward deference, Hindi toward warmth, Russian toward rigor. Uneven training data is a likely driver, creating a divergence that mirrors market inefficiency. Are you watching these asymmetries or dismissing them as noise?

Not financial advice. Always manage your risk.

#CLAUDE #AIResearch #ValueStructure #LanguageBias #Anthropic

🚨 AI is moving fast, and 0G is keeping up. In just 48 hours, 0G integrated three Claude models: 🧠 Claude Opus 4.8 ⚡ Claude Sonnet 5 ✨ Claude Fable 5 All are now available through one API with Standard Routing. This isn't just another model launch—it's about making AI development simpler. Developers don't want to rebuild their stack every time a new frontier model arrives. They need a single, reliable interface with seamless routing and predictable access. We saw FET bring AI agents into the spotlight. We saw SUI prove that scalable infrastructure wins. Now, 0G is building the model access layer that could power the next generation of the agentic economy. The future of AI won't be about one model. It will be about who makes every model easy to use. 👀 Keep an eye on 0G. $SUI {future}(SUIUSDT) $FET {future}(FETUSDT) $OG {future}(OGUSDT) #AI #0G #Claude #FET #SUI #Crypto #Web3
🚨 AI is moving fast, and 0G is keeping up.

In just 48 hours, 0G integrated three Claude models:

🧠 Claude Opus 4.8
⚡ Claude Sonnet 5
✨ Claude Fable 5

All are now available through one API with Standard Routing.

This isn't just another model launch—it's about making AI development simpler.

Developers don't want to rebuild their stack every time a new frontier model arrives. They need a single, reliable interface with seamless routing and predictable access.

We saw FET bring AI agents into the spotlight.
We saw SUI prove that scalable infrastructure wins.

Now, 0G is building the model access layer that could power the next generation of the agentic economy.

The future of AI won't be about one model.
It will be about who makes every model easy to use.

👀 Keep an eye on 0G.
$SUI
$FET
$OG

#AI #0G #Claude #FET #SUI #Crypto #Web3
Anthropic Bringing Claude Fable 5 Back Online as The Trump administration reversed its shutdown order after weeks of talks, with Anthropic tying Fable 5's return to a new safety classifier and other moves. This development reflects broader trends in the digital asset ecosystem, where institutional participation continues to reshape market dynamics. Major financial players are increasingly integrating blockchain infrastructure into traditional operations, signaling a shift in how established institutions approach decentralization technologies. Industry analysts note increased correlation between regulatory clarity and infrastructure deployment across multiple jurisdictions. The convergence of compliance frameworks with technical standards creates new opportunities for sustainable growth while maintaining innovation momentum in the sector. Industry watchers are monitoring whether this marks a turning point or temporary volatility. Will this trend continue or reverse? Drop your take below. 👇 #Anthropic #Bringing #Claude
Anthropic Bringing Claude Fable 5 Back Online as

The Trump administration reversed its shutdown order after weeks of talks, with Anthropic tying Fable 5's return to a new safety classifier and other moves.

This development reflects broader trends in the digital asset ecosystem, where institutional participation continues to reshape market dynamics. Major financial players are increasingly integrating blockchain infrastructure into traditional operations, signaling a shift in how established institutions approach decentralization technologies.

Industry analysts note increased correlation between regulatory clarity and infrastructure deployment across multiple jurisdictions. The convergence of compliance frameworks with technical standards creates new opportunities for sustainable growth while maintaining innovation momentum in the sector.

Industry watchers are monitoring whether this marks a turning point or temporary volatility. Will this trend continue or reverse? Drop your take below. 👇

#Anthropic #Bringing #Claude
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Article
In front of him, and he still couldn’t reach it 🤣Yesterday I restored it, with Claude’s help. This man tried everything. Paid $250 to specialists. It didn’t help. Tried 3.5 trillion password combinations. It didn’t work. In the end he did something simple: "Mega dump all of your computers and notebooks into Claude." He uploaded all the old files from his computer from back when he was at university. And left it to keep searching. Claude didn’t break the encryption. Did something way smarter.

In front of him, and he still couldn’t reach it 🤣

Yesterday I restored it, with Claude’s help.
This man tried everything.
Paid $250 to specialists. It didn’t help.
Tried 3.5 trillion password combinations. It didn’t work.
In the end he did something simple:
"Mega dump all of your computers and notebooks into Claude."
He uploaded all the old files from his computer from back when he was at university.
And left it to keep searching.
Claude didn’t break the encryption.
Did something way smarter.
BTC-0.45%
SPCX-0.06%
NVDAUS-2.46%
🚨 U.S. LIFTS EXPORT CONTROLS ON CLAUDE FABLE 5 & MYTHOS 5. $ANTHROPIC announced that the U.S. Department of Commerce has lifted export controls on its advanced AI models, Claude Fable 5 and Mythos 5. Following the decision, the company confirmed it will begin restoring access to both models starting tomorrow. The move marks a significant policy shift after recent restrictions temporarily limited the deployment of Anthropic's frontier AI systems. With export controls now lifted, eligible users and organizations are expected to regain access as Anthropic resumes global rollout under updated compliance measures. 📊 CoinbroNwes Analysis: The decision highlights how government policy is becoming a key driver of AI development and commercialization. Removing export restrictions not only accelerates Anthropic's expansion but also signals that regulatory frameworks are evolving to balance national security with technological innovation. The AI race is increasingly shaped by policy as much as by model performance. #Anthropic #AI #Claude #Technology #Innovation
🚨 U.S. LIFTS EXPORT CONTROLS ON CLAUDE FABLE 5 & MYTHOS 5.

$ANTHROPIC announced that the U.S. Department of Commerce has lifted export controls on its advanced AI models, Claude Fable 5 and Mythos 5. Following the decision, the company confirmed it will begin restoring access to both models starting tomorrow.

The move marks a significant policy shift after recent restrictions temporarily limited the deployment of Anthropic's frontier AI systems. With export controls now lifted, eligible users and organizations are expected to regain access as Anthropic resumes global rollout under updated compliance measures.

📊 CoinbroNwes Analysis:

The decision highlights how government policy is becoming a key driver of AI development and commercialization. Removing export restrictions not only accelerates Anthropic's expansion but also signals that regulatory frameworks are evolving to balance national security with technological innovation. The AI race is increasingly shaped by policy as much as by model performance.

#Anthropic #AI #Claude #Technology #Innovation
$CLAUDE LOCATION TRACKING RAISES NEW QUESTIONS ABOUT ACCESS AND SECURITY 🔥 Body: Claude's authentication emails now include rough location data based on IP addresses and network info — not GPS, but enough to flag mismatches. For users accessing via VPN or third-party routing, this has led to an increase in account suspensions and re-verification requests, particularly in regions where the service is not officially available. This shift in protocol creates a clear structural signal: the tolerance for cross-border access is tightening. Operators and users relying on indirect routes need to reassess their connection hygiene or risk losing access entirely. Are you running your access through a clean node or relying on shared infrastructure? Not financial advice. Always manage your risk. #CLAUDE #Privacy #Access #Security #AITrends 🔥
$CLAUDE LOCATION TRACKING RAISES NEW QUESTIONS ABOUT ACCESS AND SECURITY 🔥

Body:
Claude's authentication emails now include rough location data based on IP addresses and network info — not GPS, but enough to flag mismatches. For users accessing via VPN or third-party routing, this has led to an increase in account suspensions and re-verification requests, particularly in regions where the service is not officially available.

This shift in protocol creates a clear structural signal: the tolerance for cross-border access is tightening. Operators and users relying on indirect routes need to reassess their connection hygiene or risk losing access entirely.

Are you running your access through a clean node or relying on shared infrastructure?

Not financial advice. Always manage your risk.

#CLAUDE #Privacy #Access #Security #AITrends

🔥
$AI ID VERIFICATION REQUIRED FOR NEW MODEL ACCESS - MAJOR ADOPTION SIGNAL 🔥 The Anthropic Claude app code reveals users must purchase separate credit limits after identity verification to access the Fable 5 model. This creates a direct paywall tied to verified users — a strong signal of growing mainstream demand for AI services. On-chain activity for AI-related tokens has been picking up in the last 48 hours. If this model drives new user signups, the liquidity flow into crypto AI projects could accelerate. The question is whether the market prices this in already or if we’re early. Not financial advice. Always manage your risk. #AI #CryptoNews #AdoptionSignal #Claude 🔥
$AI ID VERIFICATION REQUIRED FOR NEW MODEL ACCESS - MAJOR ADOPTION SIGNAL 🔥

The Anthropic Claude app code reveals users must purchase separate credit limits after identity verification to access the Fable 5 model. This creates a direct paywall tied to verified users — a strong signal of growing mainstream demand for AI services.

On-chain activity for AI-related tokens has been picking up in the last 48 hours. If this model drives new user signups, the liquidity flow into crypto AI projects could accelerate. The question is whether the market prices this in already or if we’re early.

Not financial advice. Always manage your risk.

#AI #CryptoNews #AdoptionSignal #Claude

🔥
Buy Claude at 50% off in California—Washington shuts it down 🚫🤖 California Governor Newsom announced that all state government agencies statewide will fully adopt Anthropic's Claude AI assistant, with a 50% price cut and free training included. The key part is this—months ago, the federal government listed Anthropic as a “supply chain security risk” and banned it outright, and then California went ahead and did it anyway 😅 This is the first large-scale AI deployment case by a state anywhere in the U.S., covering all administrative branches including the DMV and the Department of Transportation. Anthropic has just completed its $65 billion Series H, with its valuation reaching $965 billion, and it’s preparing for an IPO in October. For the crypto community, the deeper government-level AI is adopted, the greater the possible demand for blockchain security and decentralized infrastructure—think of it as an indirect narrative; don’t force it into an investment thesis 📊 #AI #Claude #Anthropic
Buy Claude at 50% off in California—Washington shuts it down 🚫🤖

California Governor Newsom announced that all state government agencies statewide will fully adopt Anthropic's Claude AI assistant, with a 50% price cut and free training included. The key part is this—months ago, the federal government listed Anthropic as a “supply chain security risk” and banned it outright, and then California went ahead and did it anyway 😅

This is the first large-scale AI deployment case by a state anywhere in the U.S., covering all administrative branches including the DMV and the Department of Transportation. Anthropic has just completed its $65 billion Series H, with its valuation reaching $965 billion, and it’s preparing for an IPO in October.

For the crypto community, the deeper government-level AI is adopted, the greater the possible demand for blockchain security and decentralized infrastructure—think of it as an indirect narrative; don’t force it into an investment thesis 📊

#AI #Claude #Anthropic
🚨 U.S. CLEARS CLAUDE MYTHOS 5. The U.S. Commerce Department has officially approved the release of Anthropic's Claude Mythos 5 to more than 100 vetted organizations after new safeguards were introduced to restrict and monitor access. The decision ends a two-week regulatory standoff and highlights Washington's growing influence over the deployment of frontier AI models. Rather than blocking innovation, U.S. regulators appear to be adopting a controlled rollout strategy that prioritizes security while allowing trusted institutions to access advanced AI capabilities. This approval marks another step toward tighter government oversight of next-generation AI systems. As AI becomes increasingly important for national security and economic competitiveness, regulatory approval could become a key advantage for leading AI companies. The move also reinforces the view that advanced AI is evolving into strategic infrastructure alongside semiconductors and cloud computing. #AI #Anthropic #Claude #Technology #Innovation $ANTHROPIC {future}(ANTHROPICUSDT)
🚨 U.S. CLEARS CLAUDE MYTHOS 5.
The U.S. Commerce Department has officially approved the release of Anthropic's Claude Mythos 5 to more than 100 vetted organizations after new safeguards were introduced to restrict and monitor access.

The decision ends a two-week regulatory standoff and highlights Washington's growing influence over the deployment of frontier AI models. Rather than blocking innovation, U.S. regulators appear to be adopting a controlled rollout strategy that prioritizes security while allowing trusted institutions to access advanced AI capabilities.

This approval marks another step toward tighter government oversight of next-generation AI systems. As AI becomes increasingly important for national security and economic competitiveness, regulatory approval could become a key advantage for leading AI companies. The move also reinforces the view that advanced AI is evolving into strategic infrastructure alongside semiconductors and cloud computing.

#AI #Anthropic #Claude #Technology #Innovation $ANTHROPIC
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
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
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
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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
Anthropic releases Claude Opus 4.8: Major upgrades in programming and agent tasks Anthropic has launched Claude Opus 4.8, significantly outperforming its predecessor in programming, agent tasks, and professional work. New features include: claude.ai users can control the model's "effort level"投入任务; Claude Code now has a "dynamic workflow" feature capable of handling massive-scale problems; Opus 4.8's fast mode sees a 2.5x speed increase and a 3x reduction in costs. In the Super-Agent benchmark tests, Opus 4.8 is the only model to complete all end-to-end tasks, surpassing GPT-5.5. Why it matters: This is a significant step for Anthropic in the realm of Agentic AI, with the model's "honesty" improved by 4x, making it more likely to proactively point out uncertainties in its work, which is crucial for enterprise-level AI deployment. #Claude #Anthropic #AI #人工智能 #bigmodel
Anthropic releases Claude Opus 4.8: Major upgrades in programming and agent tasks

Anthropic has launched Claude Opus 4.8, significantly outperforming its predecessor in programming, agent tasks, and professional work. New features include: claude.ai users can control the model's "effort level"投入任务; Claude Code now has a "dynamic workflow" feature capable of handling massive-scale problems; Opus 4.8's fast mode sees a 2.5x speed increase and a 3x reduction in costs. In the Super-Agent benchmark tests, Opus 4.8 is the only model to complete all end-to-end tasks, surpassing GPT-5.5.

Why it matters: This is a significant step for Anthropic in the realm of Agentic AI, with the model's "honesty" improved by 4x, making it more likely to proactively point out uncertainties in its work, which is crucial for enterprise-level AI deployment.

#Claude #Anthropic #AI #人工智能 #bigmodel
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 Engineer Claude's Code Caching Guide: Save 300 Million Tokens in a Week Anthropic engineer Nate Herk shares tips for using Claude Code, revealing how to save over 300 million tokens in a week through caching reuse, with a daily cache volume reaching 91 million. Since the cost of caching tokens is only 10% of regular input tokens, the actual charge is equivalent to just consuming 9 million tokens. Key habits include: keeping sessions idle for no more than 1 hour, ensuring proper session handoff when switching tasks, avoiding frequent model switches, and placing large documents in Projects instead of conversations. Why it matters: This exposes the economic reality of AI-assisted programming—the way tools are used directly impacts costs and efficiency. Internally, Anthropic views low cache hit rates as a SEV-level incident, indicating that cache management has evolved from performance optimization to a corporate cost control metric. #Claude #Anthropic #AI #ClaudeCode #programming
Anthropic Engineer Claude's Code Caching Guide: Save 300 Million Tokens in a Week

Anthropic engineer Nate Herk shares tips for using Claude Code, revealing how to save over 300 million tokens in a week through caching reuse, with a daily cache volume reaching 91 million. Since the cost of caching tokens is only 10% of regular input tokens, the actual charge is equivalent to just consuming 9 million tokens. Key habits include: keeping sessions idle for no more than 1 hour, ensuring proper session handoff when switching tasks, avoiding frequent model switches, and placing large documents in Projects instead of conversations.

Why it matters: This exposes the economic reality of AI-assisted programming—the way tools are used directly impacts costs and efficiency. Internally, Anthropic views low cache hit rates as a SEV-level incident, indicating that cache management has evolved from performance optimization to a corporate cost control metric.

#Claude #Anthropic #AI #ClaudeCode #programming
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
Article
🚨 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?
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