pi

According to official news, the crypto technology startup Orochi Network announced that it has raised an additional $8 million in funding, bringing the total funding amount to $20 million. This round of investment received support from MEXC Ventures, Plutus VC, Bolts Capital, Ant Labs, and previous round shareholders. At the same time, Orochi Network also received funding from the Ethereum Foundation.Orochi Network utilizes zero-knowledge proofs (ZKP) to provide audit-compliant infrastructure for RWA tokenization, ensuring the authenticity and security of data. It is committed to building a foundational support for verifiable data infrastructure to enhance institutional trust, promote the tokenization of real-world assets (RWA), and provide secure, auditable solutions for enterprise systems.

On October 23, the General Office of the State Council issued the "Opinions on Adapting to the Development of Artificial Intelligence Technology to Support the Construction of Employment-Friendly Development Models" (Guo Ban Fa [2026] No. 29). The document proposes to adapt to the development of artificial intelligence technology, enhance the positive effects of job creation, empower traditional positions, and mitigate the impact of job replacement.The opinions point out that the role of artificial intelligence should be leveraged to improve the employment environment, enhance occupational safety levels, and improve work quality and efficiency, with priority given to promoting applications in positions with labor shortages and high-risk environments; it is essential to cautiously manage the scope, intensity, and pace of artificial intelligence applications in labor-intensive industries to minimize the impact on workers. The document also encourages enterprises to explore the establishment of an unemployment buffer period system, to inform affected workers in advance during the large-scale promotion of artificial intelligence applications, and to provide support for job transition and transformation.The opinions also outline deployments in areas such as strengthening job creation effects, constructing employment-friendly upgrade paths, enhancing workers' digital literacy and employment capabilities, promoting artificial intelligence-enabled employment policy services, improving workers' rights protection and social security, and perfecting employment monitoring, early warning, and risk response mechanisms. The document is dated October 16, 2026, and is marked for public release.

On October 22 local time, OpenAI announced the full launch of the Decision API. This API is based on GPT-6 Luna and is designed to assist applications and agents in making near real-time decisions based on text, images, and structured inputs for questions with limited answers. IT Home reported that its response speed is up to 10 times faster than calling GPT-6 Luna through the Responses API.In terms of pricing, the cost is $0.1 per million tokens for input, which is approximately 0.67 Chinese Yuan at the current exchange rate; for cache hit input, it is $0.01 per million tokens, about 0.067 Chinese Yuan. The API charges only for input tokens, while output tokens are free. The page states that OpenAI has already used this API internally for product and business workflows.New features after the public beta include native GPT-Live integration, prompt caching for reused contexts, and reasoning data residency in the United States and the European Union. Developers can pass in native JSON and include images in the question instructions, with a maximum of 400 questions submitted in a single request, double the previous limit. The page also states that OpenAI is continuously optimizing latency and expanding capacity in several regions across Asia.

In a report released in September, Anthropic stated that artificial intelligence could push the unemployment rate in the United States close to 12%. The company's prospectus indicated that the funds raised could take away jobs and even threaten lives.Anthropic's target valuation is as high as $2 trillion, which, if achieved, would place it among the top 10 most valuable companies in the world.

The China Securities Regulatory Commission approved the establishment of Citigroup Securities (China) Co., Ltd. The company is registered in Shanghai, with a registered capital of 1.2 billion RMB. Its business scope includes securities brokerage, securities investment consulting, securities underwriting and sponsorship, and securities proprietary trading. The shareholder Citigroup Global Markets Holdings Inc. holds a 100% investment ratio.

On October 22, the Frontier Red Team of the artificial intelligence company Anthropic released research stating that large language models can automatically write formal proofs on a larger scale. The team collaborated with Theorem to use Claude to prove safety properties on over 100 real open-source libraries at the RISC-V assembly level, claiming this is the first known instance of using AI for large-scale formal verification of production software at the assembly level. During the proof-writing process, vulnerabilities that had gone undetected for years were also discovered.The experiment converted existing compilable fuzz tests from Google OSS-Fuzz into specifications: under assumptions of single-threaded static binaries, fixed memory budgets, RISC-V CPUs, and Linux, for any input less than 64 MB, the program should exit normally without triggering memory safety errors or assertion failures. Within weeks, Claude proved the aforementioned properties for 239 entry points in 123 OSS-Fuzz libraries after patching the identified issues. The proofs targeted compiled RISC-V instructions, approximately 180 million lines of Rocq, and were checked by the Rocq kernel. The page states that this does not mean these libraries are free of vulnerabilities, as remaining issues may lie outside trusted components or the scope of the proofs.The page also mentions that the team had Claude formalize RFC 1950 and proved that the zlib implementation in the Linux kernel conforms to that specification at the x86 binary level; an interpreter written in Rust covering a large subset of Python showed a 99.95% consistency with CPython behavior across over 1.7 million randomly generated programs. In 36 small verification tasks, Opus 5.5 proved that about half required approximately 40% fewer tokens than Opus 5. The team also pointed out that the proofs targeted single-threaded, statically linked RISC-V binaries, and the proof checker cannot determine whether the specifications align with reality.

The artificial intelligence company Anthropic plans to go public as early as mid-November, with market discussions giving it an IPO valuation of about $1.5 trillion, approximately 55% higher than the $965 billion valuation from financing in May this year. Based on this potential valuation, Spark Capital invested $75 million in 2023, with a stake now valued at around $10.9 billion, having a valuation of about $5 billion that year and securing a board seat, making it the only known venture capital firm with a board seat. After an initial investment of $35 million, Sound Ventures added $400 million, co-founded by Guy Oseary and Ashton Kutcher, entering the market in 2023, with a stake valued at several billion dollars. Menlo Ventures has invested over $1 billion in total, with a stake valued at about $21.8 billion, including a $500 million Series D round, entering the market for the first time in May 2023.Iconiq entered the market in 2025, investing over $6 billion in total, with a stake potentially valued at around $26.4 billion, with the valuation reaching $183 billion at the time of its first investment. Sequoia Capital began investing this year, with a total of about $3 billion, holding approximately 1% of the shares, valued at about $15 billion, having previously invested in OpenAI and xAI. The Singapore sovereign wealth fund GIC made its first investment in 2025, accumulating over $4.5 billion, holding about 1% of the shares, valued at around $15 billion. Former Google CEO Eric Schmidt invested tens of millions of dollars in 2021, holding about 1% of the shares, valued at around $15 billion.FTX invested $500 million in 2021, initially holding 13.56% of the shares, which diluted to 7.84% in 2024. After bankruptcy liquidation, it sold all its shares, recovering about $1.3 billion, with actual earnings around $800 million. Based on the undiluted 7.84% and the $1.5 trillion valuation, the theoretical value is about $117.6 billion, approximately $116.3 billion higher than the actual selling price, with calculations not accounting for subsequent financing dilution. In 2024, FTX sold all its Anthropic shares in batches, with the first batch involving about $884 million in transactions with 24 buyers. The Abu Dhabi sovereign wealth fund Mubadala's affiliate ATIC bought about $500 million, Jane Street purchased $100 million, and a Fidelity fund bought $45 million. Lightspeed holds less than 2%, and Google, Amazon, NVIDIA, Microsoft, as well as Founders Fund, Coatue, Altimeter, and others have also invested, but public holding data is not complete enough to accurately calculate returns for each.

Anthropic announced that it will donate the Agent Skills standard to the Agentic AI Foundation (AAIF) under the Linux Foundation. This format was designed by Anthropic while developing Claude Code, set to launch in October 2025 and open as a cross-platform standard in December. Currently, over 70 agent platforms, including ChatGPT, Cursor, and GitHub Copilot, have integrated it.Anthropic describes Skills as reusable work manuals prepared for AI agents, where developers can write task steps in SKILL.md and attach scripts and reference materials for different agents to read as needed. MCP is responsible for connecting external tools and data, while Skills explain how agents complete specific tasks. What is being donated includes the standard name, logo, GitHub organization, and official website domain.AAIF was jointly initiated by Anthropic, OpenAI, and Block in 2025 and has previously received MCP. In the future, engineers from Anthropic, OpenAI, and Google will jointly maintain the Skills standard in their personal capacities, no longer solely led by Anthropic. Vercel statistics show that the skills.sh directory has recorded approximately 1 million skills, with nearly 280 million installations. Snyk has confirmed 76 malicious skills in ClawHub's skill samples, and Anthropic has proposed establishing version control, formal proposal processes, and security guidelines.

According to the "Science and Technology Innovation Board Daily," the artificial intelligence company DeepSeek has introduced multiple industrial and financial investors in its new round of financing, including Legend Holdings' investment platform Junlian Capital, semiconductor-focused Stone Creek Capital, and Geely, among others.At the same time, DeepSeek has hired CITIC Securities to provide advisory services for its IPO and has introduced a new Chief Financial Officer in September this year. Junlian Capital and Lenovo Group are both part of the Legend Holdings system, with Lenovo Group being the core industrial company under Legend Holdings, and Junlian Capital serving as its important investment platform. Junlian Capital's participation in DeepSeek's financing also signifies that capital from the Lenovo system has officially entered DeepSeek's shareholder camp.

The Hong Kong Securities and Futures Commission has listed BTCC as a suspicious virtual asset trading platform. The Hong Kong Securities and Futures Commission stated that the relevant entity is a virtual asset trading platform operated by a Polish company, BTCC Poland Limited (which only has an English name), and it is not licensed by the Hong Kong Securities and Futures Commission, and is suspected of engaging in unlicensed activities in Hong Kong.

According to Onchain Lens monitoring, Dragonfly Capital (0xF70...3a5) transferred 30,000 hyperliquid to FalconX, worth 2.33 million dollars, possibly for over-the-counter sales.A month ago, this address transferred 41,400 hyperliquid to FalconX, worth 3.21 million dollars. It currently still holds 296,100 hyperliquid, worth 22.96 million dollars.

NVIDIA CEO Jensen Huang stated during an interview with CNBC reporter Arjun Kharpal at the GTC conference in Berlin on Thursday that the demand for neocloud is extremely high and its capabilities are extraordinary, but insufficient working capital is restricting growth. He mentioned that there is huge demand in multiple fields of artificial intelligence, and the capital demand far exceeds supply, a problem that will be resolved.Jensen Huang indicated that electricity is the main constraint on the expansion of artificial intelligence, with European electricity prices being higher. He believes that allocating scarce energy to companies like Nebius and Mistral is crucial for their growth. Investment can enter Europe, but local infrastructure must be established first; if European neocloud can build infrastructure locally, the artificial intelligence ecosystem and economy can start and remain in Europe. He added that the whole of Europe still needs more neocloud.NVIDIA is conducting media activities in Europe this month and has committed nearly $10 billion in investments to local companies, universities, and research institutions. Jensen Huang announced last week during his visit to London that the company has invested over $1 billion in five UK startups and is also investing in several French startups. He stated that NVIDIA is trying to kickstart the artificial intelligence economy in Europe, which has a wealth of technology, industrial experience, and research capabilities, and is ready to participate in and build a local artificial intelligence economy.

The artificial intelligence company Anthropic is about to sprint towards its IPO. The draft prospectus shows that revenue in the first half of 2026 is expected to increase from $1.1 billion in the same period last year to $16.3 billion, while net losses are projected to widen from $13 billion to $80.7 billion. Of this, $72 billion comes from the accounting revaluation of financing instruments such as convertible notes; the increase in valuation makes the conversion rights more valuable, and the fair value increase of related financing liabilities needs to be recognized as a loss in the income statement, which does not represent an equivalent cash expenditure for the current period, but future conversions may dilute existing shareholders.The net loss for the entire last year was $42 billion, of which about $34 billion came from similar accounting adjustments. In the first half of the year, investments in computing power and infrastructure approached $9 billion, compared to $2.3 billion in the same period last year. The draft prospectus lists over $600 billion in future cloud services and chip-related contracts, with some commitments being irrevocable; if agreements still under negotiation are included, the potential total could reach $750 billion.

According to EU-Startups, the Barcelona venture capital platform Masia has announced the completion of a €18 million first-phase fundraise, which will invest in early-stage AI and cutting-edge technology companies associated with Barcelona. The fund has the support of over 70 limited partners, including tech founders, corporate executives, and seasoned investors, with two institutional investors also participating.Masia has also opened Masia House in the Gràcia district of Barcelona, covering an area of 1,000 square meters, consisting of four floors, providing office space, meeting rooms, accommodation for visiting investors, and a terrace event space.

According to Ramp's tracking of payment data from over 70,000 U.S. companies, approximately 80% of Anthropic and OpenAI's enterprise revenue comes from the top 1% of clients. In August and September, enterprise Token spending saw nearly zero growth for two consecutive months; although it reached a historical high at the beginning of October, it was only 1.5% higher than the peak in August.According to Ornn data, the actual Token price index for Anthropic fell from over $1.70 in mid-September to $0.83, a decline of more than 50%, while OpenAI's corresponding index was $0.45. According to YipitData, the top 1% of Anthropic's clients contributed 46% of revenue in August, up from 25% a year ago. Ramp data shows that the paid adoption rate for enterprise AI in September only increased by 0.62 percentage points to 55.9%. Ramp's chief economist Ara Kharazian believes that growth is shifting from expanding the paid user base to enhancing the depth of use among existing users.Goldman Sachs warns that the growth rate of Token demand must exceed the decline in prices to support sustained investment in computing power. Apollo's chief economist Torsten Slok pointed out that companies are highly sensitive to computing power prices, and price reductions may not necessarily lead to sufficient new demand. Goldman Sachs data also shows that the realized return on invested capital for Amazon, Alphabet, Meta, Microsoft, and Oracle has dropped from 40% to 25%, the lowest since 2016.

The privacy coin project Pirate Chain has released a mandatory update v6.14, requiring all nodes, mining pools, and exchanges to discontinue the old version and upgrade immediately. Attackers exploited two validation vulnerabilities to mint approximately 39.82 million counterfeit ARRR in the transparent coinbase pool, temporarily increasing the supply by about 20%. Both vulnerabilities have been fixed.After reaching a consensus among the community, mining pools, exchanges, and dPoW notarization nodes, the chain has been rolled back to block 4,176,944 before the attack, and all counterfeit tokens have been removed. Balances have been restored to their state before the attack, with the maximum supply remaining at 200 million coins. The new version will automatically re-index the entire chain upon its first launch, and a complete technical review report will be released later.

According to Gate market data, the South Korean KOSPI index has expanded its intraday decline to 4%, currently reported at 5503.73 points, with SK Hynix down over 6% and Samsung Electronics down over 4%.

The Zurich-based robotics startup Enact Intelligence announced the completion of a $30 million Pre-seed funding round, with investors including Redalpine, Notion Capital, and Firstminute Capital. This is the largest Pre-seed funding round in Switzerland's history. Yann LeCun and Mistral co-founder Arthur Mensch also participated in the support.The company was co-founded by former employees of 1X and Physical Intelligence, aiming to address one of the biggest bottlenecks in the robotics field.

The software build and testing platform Blacksmith announced the completion of a $66 million Series C financing round, led by Sequoia Capital, with a valuation reaching $1 billion, officially entering the unicorn ranks.The company focuses on continuous integration (CI) and AI-generated code verification, with annual recurring revenue growing 17 times, and has executed over 90 million automated code checks cumulatively. Two months ago, the company completed a $45 million Series B financing round, with a valuation of $550 million, bringing the total financing amount to $125 million.