Search “Anthropic”

Anthropic interpretability team develops J++ lens

In the Fellows Program project, Kola Ayonrinde of the Anthropic interpretability team led the proposal of J++ lens, an improved version of J-lens that can replace the original method as a plug-and-play drop-in. The work clusters activations layer by layer and fits a Jacobian for each, then combines them with learned weights, while also introducing R-lens's layer-wise relevance propagation and post-hoc filtering of spurious readout tokens. The team says that in evaluations it reads out the intermediate latent variables used in the model's reasoning more reliably than J-lens and R-lens, and has released the code, the lens, and an interactive Neuronpedia demo.

Anthropic interpretability team develops J++ lens

In the Fellows Program project, Kola Ayonrinde of the Anthropic interpretability team led the proposal of J++ lens, an improved version of J-lens that can replace the original method as a plug-and-play drop-in. The work clusters activations layer by layer and fits a Jacobian for each, then combines them with learned weights, while also introducing R-lens's layer-wise relevance propagation and post-hoc filtering of spurious readout tokens. The team says that in evaluations it reads out the intermediate latent variables used in the model's reasoning more reliably than J-lens and R-lens, and has released the code, the lens, and an interactive Neuronpedia demo.

View story:Anthropic interpretability team develops J++ lens

Anthropic releases Claude Enterprise intelligent reporting tool

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Anthropic releases enterprise AI spending reporting tool

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View story:Anthropic releases Claude Enterprise intelligent reporting tool

Anthropic Releases Randomized Controlled Trial on Analysts' Deference to AI Agent Judgment

On October 27, 2026, Anthropic released a randomized controlled trial examining whether professional analysts would defer to the judgments of AI agents. The experiment had 50 senior data analysts use Claude Code to complete business analyses, while randomly assigning a stance bias to the AI in the background; the results showed that 86% of key decision points aligned with the AI's bias, and after accounting for cases where they would have chosen that way anyway, the net flip rate was 72%. When the AI disagreed, 60% of people changed their minds on the spot, 77% restated the AI's arguments when explaining their reasoning, and only 15% noted that the view came from the AI. In the control group, 6 of the 11 people (55%) who did not use AI made serious errors that rendered the results invalid, compared with only 3 of the 50 people (6%) who used Claude Code. On October 28, Ethan Mollick commented that experts collaborating with AI agents are influenced by the AI's stance, even when they believe they are judging independently, and recommended carefully arranging the timing of AI use in tasks where independent judgment matters.

Ed Zitron says Anthropic's IPO is misleading investors

On October 26, 2026, Anthropic publicly submitted a Form S-1 registration statement, planning to list on Nasdaq under the ticker ANT. The prospectus disclosed revenue of $16.3 billion for the first half of 2026 and operating profit of $974 million in the second quarter, and listed an NVIDIA compute commitment of up to $120.5 billion. Subsequently, in its October 28 IPO filing, Anthropic acknowledged that its life sciences business lacks physical laboratory experience and flagged related drug development risks; Goldman Sachs serves as lead underwriter for the prospectus. TechCrunch reported that after the IPO, public shareholders will have almost no say over board appointments. On October 29, the prospectus disclosed four previously undisclosed Agent safety incidents. On October 30, Reuters reported that its IPO fundraising cap could reach $100 billion; Steve Eisman accused the prospectus of deliberately omitting third-quarter data. On November 2, Anthropic filed an amended S-1/A, disclosing approximately $895.4 billion in compute procurement and leasing commitments, and reporting third-quarter revenue of $16.956 billion, up 1,127% year over year, with an operating loss of $567 million for the quarter.

View story:Anthropic publicly submits S-1 registration statement for proposed IPO on Nasdaq

Goldman Sachs serves as lead underwriter for Anthropic's prospectus

On October 26, 2026, Anthropic publicly submitted a Form S-1 registration statement, planning to list on Nasdaq under the ticker ANT. The prospectus disclosed revenue of $16.3 billion for the first half of 2026 and operating profit of $974 million in the second quarter, and listed an NVIDIA compute commitment of up to $120.5 billion. Subsequently, in its October 28 IPO filing, Anthropic acknowledged that its life sciences business lacks physical laboratory experience and flagged related drug development risks; Goldman Sachs serves as lead underwriter for the prospectus. TechCrunch reported that after the IPO, public shareholders will have almost no say over board appointments. On October 29, the prospectus disclosed four previously undisclosed Agent safety incidents. On October 30, Reuters reported that its IPO fundraising cap could reach $100 billion; Steve Eisman accused the prospectus of deliberately omitting third-quarter data. On November 2, Anthropic filed an amended S-1/A, disclosing approximately $895.4 billion in compute procurement and leasing commitments, and reporting third-quarter revenue of $16.956 billion, up 1,127% year over year, with an operating loss of $567 million for the quarter.

View story:Anthropic publicly submits S-1 registration statement for proposed IPO on Nasdaq

GSA and Anthropic expand OneGov agreement, Claude procurement discount 40%

On October 27, 2026, the U.S. General Services Administration (GSA) and Anthropic announced the expansion of the OneGov agreement, under which government buyers receive a 40% usage-based discount on Claude Enterprise, Claude for Government, and the Claude API, with eligibility extended from the federal government to state, local, tribal, and territorial governments. The agreement sets no minimum purchase volume; agencies pay only for actual usage and can order through direct sales, resellers, and major cloud platforms. Anthropic says about 500 U.S. federal, state, and local government agencies use Claude, and weekly active users of Claude for Government have grown roughly eightfold since February 2026. Other reports say the previous $1-per-person federal Claude offer will expire on October 31, with the 40% discount replacing that program and set to extend in the coming months to orders procured through cloud providers.

Anthropic Releases Claude for Financial Advisors

On September 14, 2026, Anthropic released Claude for Financial Advisors, connecting data from custodians, asset management, and wealth technology platforms into Claude, and providing skills for financial advisors' daily work. The suite includes connectors for Addepar, BlackRock, Charles Schwab, Envestnet, FactSet, Orion, Wealthbox, and others, as well as skills for meeting preparation, portfolio rebalancing review, post-meeting notes and follow-up, and compliance and AI policy checks; regulated steps such as investment advice and client communications still require human review. The advisor plugin is available immediately, and the official recommendation is for registered investment advisors to use the Enterprise plan with audit logs. On October 27, 2026, Invesco Ltd. announced a partnership with Anthropic to bring portfolio intelligence and practice management resources into Claude for Financial Advisors through a new Invesco connector, allowing advisors using Invesco Model Portfolios to access portfolio information directly in Claude and call up its proprietary practice management research.

Reservoir sues Suno and Anthropic over unauthorized use of songs to train AI

Reservoir has filed lawsuits against Suno and Anthropic, alleging that both companies used songs and lyrics to train AI systems without authorization, with the two cases seeking a combined 338 million US dollars in damages. According to CNET, Reservoir claims that Suno admitted during the trial of the 2024 record label lawsuit that it had copied nearly all music files of passable quality on the open internet; Anthropic, meanwhile, is accused of deleting attribution information. Anthropic said it disagrees with the allegations and will actively defend itself in court. The case is currently at the filing stage, with no subsequent developments yet.

Reservoir sues Suno and Anthropic over unauthorized use of songs to train AI

Reservoir has filed lawsuits against Suno and Anthropic, alleging that both companies used songs and lyrics to train AI systems without authorization, with the two cases seeking a combined 338 million US dollars in damages. According to CNET, Reservoir claims that Suno admitted during the trial of the 2024 record label lawsuit that it had copied nearly all music files of passable quality on the open internet; Anthropic, meanwhile, is accused of deleting attribution information. Anthropic said it disagrees with the allegations and will actively defend itself in court. The case is currently at the filing stage, with no subsequent developments yet.

View story:Reservoir sues Suno and Anthropic over unauthorized use of songs to train AI

Anthropic Executive Discusses Opus 5.5 Release and Claude Platform Engineering

On October 28, 2026, Anthropic engineering lead Katelyn Lesse and product lead Angela Jiang gave an interview on the Latent Space podcast, discussing the release of Opus 5.5. The interview covered adjustments to the model's writing style, pricing per dollar of intelligence, and API changes such as requiring thinking blocks to be retained across turns to prevent distillation. The two also described how Claude Managed Agents separate conversations and the harness from the sandbox that executes code, mount credentials separately through a proxy, and ensure that a sandbox failure does not take down the entire conversation, and explained that Dreaming is implemented as one managed agent inspecting another agent's history and writing back to memory. The team said that as safety work for model releases has grown heavier, recent efforts have shifted more toward safety, with progress on features such as skills and memory slowing relatively.

Anthropic executive discusses the release of Opus 5.5 and Claude platform engineering

On October 28, 2026, Anthropic engineering lead Katelyn Lesse and product lead Angela Jiang gave an interview on the Latent Space podcast, discussing the release of Opus 5.5. The interview covered adjustments to the model's writing style, pricing per dollar of intelligence, and API changes such as requiring thinking blocks to be retained across turns to prevent distillation. The two also described how Claude Managed Agents separate conversations and the harness from the sandbox that executes code, mount credentials separately through a proxy, and ensure that a sandbox failure does not take down the entire conversation, and explained that Dreaming is implemented as one managed agent inspecting another agent's history and writing back to memory. The team said that as safety work for model releases has grown heavier, recent efforts have shifted more toward safety, with progress on features such as skills and memory slowing relatively.

View story:Anthropic Executive Discusses Opus 5.5 Release and Claude Platform Engineering

Anthropic Shares Claude Code Cost Management and ROI Practices

On October 27, 2026, Anthropic published an article, based on a recent webinar with Google Cloud, sharing practices for managing Claude Code costs and measuring return on investment on Google Cloud. The article proposes a three-lever framework of control, track, and prove: the Claude apps gateway supports setting daily, weekly, and monthly spending limits by user, IdP group, or organization, alerts within the CLI when usage reaches 75% and 95%, and returns 429 once the limit is hit; on the Google Cloud side, native capabilities include per-project billing, budget alerts, Spend caps (preview), BigQuery export, and quotas. There are currently no further developments.

Anthropic releases randomized controlled trial on analysts' deference to AI agent judgments

On October 27, 2026, Anthropic released a randomized controlled trial examining whether professional analysts would defer to the judgments of AI agents. The experiment had 50 senior data analysts use Claude Code to complete business analyses, while randomly assigning a stance bias to the AI in the background; the results showed that 86% of key decision points aligned with the AI's bias, and after accounting for cases where they would have chosen that way anyway, the net flip rate was 72%. When the AI disagreed, 60% of people changed their minds on the spot, 77% restated the AI's arguments when explaining their reasoning, and only 15% noted that the view came from the AI. In the control group, 6 of the 11 people (55%) who did not use AI made serious errors that rendered the results invalid, compared with only 3 of the 50 people (6%) who used Claude Code. On October 28, Ethan Mollick commented that experts collaborating with AI agents are influenced by the AI's stance, even when they believe they are judging independently, and recommended carefully arranging the timing of AI use in tasks where independent judgment matters.

View story:Anthropic Releases Randomized Controlled Trial on Analysts' Deference to AI Agent Judgment

Anthropic partners with six institutions to advance drug discovery

Anthropic's life sciences team has established research collaborations with six institutions—Generate Biomedicines, Divergence Labs, BigHat Biosciences, Enveda, The Column Group, and Bristol Myers Squibb—to jointly develop new drugs, while also acquiring Mithril Medicine, a biotechnology company independently operated by Cody Tranbarger, to directly conduct drug research and development. Anthropic says Claude has already delivered quantifiable improvements in molecular design, manufacturing document review, regulatory filings, and clinical trial planning; for example, Enveda used Claude to review 1,061 pages of documents, identifying all 11 issues found by humans and flagging 7 additional ones, cutting manual review time from more than 25 hours to less than 3 hours. Anthropic says it plans to significantly expand this work, and if candidate drugs perform well, it expects to be ready to launch human clinical trials as early as the end of 2028.

View story:Anthropic partners with six institutions to advance drug discovery

GSA and Anthropic expand OneGov agreement, Claude procurement discount 40%

On October 27, 2026, the U.S. General Services Administration (GSA) and Anthropic announced the expansion of the OneGov agreement, under which government buyers receive a 40% usage-based discount on Claude Enterprise, Claude for Government, and the Claude API, with eligibility extended from the federal government to state, local, tribal, and territorial governments. The agreement sets no minimum purchase volume; agencies pay only for actual usage and can order through direct sales, resellers, and major cloud platforms. Anthropic says about 500 U.S. federal, state, and local government agencies use Claude, and weekly active users of Claude for Government have grown roughly eightfold since February 2026. Other reports say the previous $1-per-person federal Claude offer will expire on October 31, with the 40% discount replacing that program and set to extend in the coming months to orders procured through cloud providers.

View story:GSA and Anthropic expand OneGov agreement, Claude procurement discount 40%

Invesco partners with Anthropic to bring portfolio tools into Claude

On September 14, 2026, Anthropic released Claude for Financial Advisors, connecting data from custodians, asset management, and wealth technology platforms into Claude, and providing skills for financial advisors' daily work. The suite includes connectors for Addepar, BlackRock, Charles Schwab, Envestnet, FactSet, Orion, Wealthbox, and others, as well as skills for meeting preparation, portfolio rebalancing review, post-meeting notes and follow-up, and compliance and AI policy checks; regulated steps such as investment advice and client communications still require human review. The advisor plugin is available immediately, and the official recommendation is for registered investment advisors to use the Enterprise plan with audit logs. On October 27, 2026, Invesco Ltd. announced a partnership with Anthropic to bring portfolio intelligence and practice management resources into Claude for Financial Advisors through a new Invesco connector, allowing advisors using Invesco Model Portfolios to access portfolio information directly in Claude and call up its proprietary practice management research.

View story:Anthropic Releases Claude for Financial Advisors

Anthropic discloses four Agent safety incidents in IPO prospectus

On October 26, 2026, Anthropic publicly submitted a Form S-1 registration statement, planning to list on Nasdaq under the ticker ANT. The prospectus disclosed revenue of $16.3 billion for the first half of 2026 and operating profit of $974 million in the second quarter, and listed an NVIDIA compute commitment of up to $120.5 billion. Subsequently, in its October 28 IPO filing, Anthropic acknowledged that its life sciences business lacks physical laboratory experience and flagged related drug development risks; Goldman Sachs serves as lead underwriter for the prospectus. TechCrunch reported that after the IPO, public shareholders will have almost no say over board appointments. On October 29, the prospectus disclosed four previously undisclosed Agent safety incidents. On October 30, Reuters reported that its IPO fundraising cap could reach $100 billion; Steve Eisman accused the prospectus of deliberately omitting third-quarter data. On November 2, Anthropic filed an amended S-1/A, disclosing approximately $895.4 billion in compute procurement and leasing commitments, and reporting third-quarter revenue of $16.956 billion, up 1,127% year over year, with an operating loss of $567 million for the quarter.

View story:Anthropic publicly submits S-1 registration statement for proposed IPO on Nasdaq

Anthropic releases Claude for Financial Advisors

On September 14, 2026, Anthropic released Claude for Financial Advisors, connecting data from custodians, asset management, and wealth technology platforms into Claude, and providing skills for financial advisors' daily work. The suite includes connectors for Addepar, BlackRock, Charles Schwab, Envestnet, FactSet, Orion, Wealthbox, and others, as well as skills for meeting preparation, portfolio rebalancing review, post-meeting notes and follow-up, and compliance and AI policy checks; regulated steps such as investment advice and client communications still require human review. The advisor plugin is available immediately, and the official recommendation is for registered investment advisors to use the Enterprise plan with audit logs. On October 27, 2026, Invesco Ltd. announced a partnership with Anthropic to bring portfolio intelligence and practice management resources into Claude for Financial Advisors through a new Invesco connector, allowing advisors using Invesco Model Portfolios to access portfolio information directly in Claude and call up its proprietary practice management research.

View story:Anthropic Releases Claude for Financial Advisors