Thomson Reuters has launched a rebuilt CoCounsel Tax, Audit and Accounting platform that uses AI agents to plan assignments, perform calculations, and produce documents. The system supports multiple AI models including Anthropic's Claude and Microsoft's Copilot, and is available to all U.S. customers. It grounds calculations in correct authority and explains its reasoning, aiming to reduce manual effort for professionals handling complex, higher-value tasks.
Meta introduced a new non-voting Class C common stock approved for listing in January 2027, giving the company a way to fund its AI expansion without diluting Mark Zuckerberg, who controls 99.8% of Class B voting power. Meta guided Q4 revenue at $73 billion to $76 billion and narrowed its 2026 capex range to $135 billion to $145 billion.
Nebius Group is broadening its AI compute pricing with transparent spot pricing, reserve auctions, pay-as-you-go access, and a pilot program for idle GPU recovery. The company builds AI computing facilities across Finland, France, the U.K., Spain, Estonia, and Iceland, and partners with NVIDIA to combine accelerated computing with custom servers and managed inference. Nebius reports customers have reduced engineering time by up to 40%.
Asymptote Labs raised an oversubscribed $5.5M seed round led by Tower Research Ventures for its open-source project Beacon, which captures agent activity across Claude Code, Codex, Cursor, and over 20 other agent harnesses into a common data model. The enterprise platform adds real-time detections, policy enforcement, and blocking of risky actions. Beacon reached No. 3 on GitHub's global trending repositories and grew stars over 460% in September.
Pepperdine University was selected as one of the first Gemini Reference Universities in North America by Google in August 2026 for its work with Google Gemini. The university also joined the Digital Education Council as a Gold Tier member in July 2026, gaining access to research, working groups, and global summits through EDUCAUSE.
EverSmith Brands opened EverHUB at 502 Techne Center Drive in Milford to support about 800 territories across seven brands. The facility offers hands-on technician training, virtual reality equipment, brand-specific simulation stations, and an 80-person event room. Its AI lab will develop AI agents built using Claude for franchise operations, technician training, and customer service.
JFrog shares have climbed to around $92, with about a 55% positive return since the start of the year, recovering from a $700 million market value loss in February after Anthropic announced its Mythos AI model. Investors are now distinguishing between software AI could replace and software that becomes more essential as AI grows, with JFrog's market cap now about $11.5 billion.
Butterfly Network, which develops AI-enhanced ultrasound hardware, signed a five-year agreement with Midjourney worth $15 million upfront. HeartFlow achieved Category 1 CPT code status for 2026 for its AI-driven 3D heart models created from CT scans. Penguin Solutions builds AI data center infrastructure and memory systems for enterprises and governments.
Three cybersecurity stocks are positioned to benefit as AI agents probe bank accounts: Commvault Systems with $1.22 billion in revenue and a $6.46 billion market value, Tenable Holdings with $1.04 billion in revenue and a $4.29 billion market value, and Rapid7 with $856 million in revenue and an $891 million market value.
SpaceX reported strong results that bolstered the AI stock rally, but faced accusations from Ukraine that Elon Musk throttled access to the Starshield service run by Starlink. Musk said Starlink is a commercial service limited to civilian or defensive activities and cannot be used for offensive military action.
Key Takeaways
- Thomson Reuters launched a rebuilt CoCounsel Tax, Audit and Accounting platform supporting Anthropic's Claude and Microsoft's Copilot, available to all U.S. customers.
- Meta introduced a non-voting Class C stock approved for January 2027 listing, allowing AI funding without diluting Mark Zuckerberg's 99.8% Class B voting power.
- Nebius Group expanded AI compute pricing options and partners with NVIDIA, reporting customers reduced engineering time by up to 40%.
- Asymptote Labs raised $5.5M for Beacon, an open-source AI agent security platform that reached No. 3 on GitHub's global trending repositories.
- Pepperdine University was named a Gemini Reference University by Google and joined the Digital Education Council as a Gold Tier member.
- EverSmith Brands opened EverHUB in Milford, featuring an AI lab developing agents built using Claude for franchise operations and customer service.
- JFrog shares rebounded 55% year-to-date to around $92, recovering from February losses after Anthropic's Mythos AI model announcement.
- Butterfly Network signed a five-year agreement with Midjourney worth $15 million upfront for AI-enhanced ultrasound hardware.
- Three cybersecurity stocks — Commvault, Tenable, and Rapid7 — are positioned to benefit as AI agents probe bank accounts.
- SpaceX reported strong results but faced accusations from Ukraine about throttling Starlink's Starshield service, which Musk said is limited to civilian or defensive use.
3 undervalued AI stocks to watch in October 2026
An article highlights three undervalued AI stocks operating across chips, data, and software. PagerDuty uses AIOps and generative AI for incident response, with a market cap of US$1.32b. Adobe embeds generative AI tools like Firefly into creative workflows, with a market cap of US$99.9b. Baidu runs China's leading search, ERNIE Bot, and AI cloud services, with a market cap of US$27.5b.
3 AI stocks with revenue growth near 20%
This article examines three small-cap AI stocks focused on machine learning, automation, and data security. Butterfly Network develops AI-enhanced ultrasound hardware and signed a five-year agreement with Midjourney worth US$15 million upfront. HeartFlow uses AI to create 3D heart models from CT scans and achieved Category 1 CPT code status for 2026. Penguin Solutions builds AI data center infrastructure and memory systems for enterprises and governments.
Top 3 Canadian AI stocks to watch in October 2026
Three Canadian AI stocks are highlighted as investors question whether trillions in data center spending will pay off. SATO Technologies runs bitcoin mining data centers in Canada and Bhutan with a market cap of $7.4 million. Bitzero Holdings operates energy efficient data centers in North America and Scandinavia with a market cap of $174 million. DMG Blockchain Solutions runs bitcoin mining and AI data centers with a market cap of CA$87 million.
3 cybersecurity stocks banks may need as AI threats grow
As AI agents probe bank accounts, three cybersecurity stocks are positioned to benefit. Commvault Systems provides cyber resiliency and data protection platforms with US$1.22b in revenue and a US$6.46b market value. Tenable Holdings offers security exposure monitoring with US$1.04b in revenue and a US$4.29b market value. Rapid7 delivers threat detection and security analytics with US$856 million in revenue and an US$891 million market value.
Thomson Reuters folds AI into tax and audit software
Thomson Reuters launched a rebuilt CoCounsel Tax, Audit and Accounting platform that uses AI agents to plan assignments, perform calculations, and produce documents. The platform combines AI with client information, tax research, and code execution, and is available to all U.S. customers. It supports multiple AI models including Anthropic's Claude and Microsoft's Copilot. The system includes security controls and a shared client context layer to preserve work across conversations.
Thomson Reuters launches AI platform for tax and audit work
Thomson Reuters launched the next generation of CoCounsel Tax, Audit and Accounting on October 22, 2026. The AI platform helps tax, audit and accounting professionals complete work with trusted results. It grounds calculations in correct authority and explains its reasoning. The tool aims to reduce manual effort and help teams handle more complex, higher-value tasks.
Meta adds Class C stock to fund AI expansion
Meta introduced a new non-voting Class C common stock approved for listing in January 2027. The move gives Meta a way to fund its AI push without diluting Mark Zuckerberg, who controls 99.8% of Class B voting power. Meta guided Q4 revenue at $73 billion to $76 billion, above the $73.57 billion estimate. The company narrowed its 2026 capex range to $135 billion to $145 billion.
JFrog stock rebounds as AI increases demand for its software
JFrog lost $700 million in market value in February after Anthropic announced its Mythos AI model. Investors feared AI would threaten cybersecurity and software companies. However, JFrog shares have since climbed to around $92, with about a 55% positive return since the start of the year. Its market cap is now about $11.5 billion. Investors are distinguishing between software AI could replace and software that becomes more essential as AI grows.
Nebius expands flexible AI cloud pricing options
Nebius Group is broadening its AI compute pricing with transparent spot pricing, reserve auctions, pay-as-you-go access and a pilot program for idle GPU recovery. The company builds AI computing facilities in Finland, France, the U.K., Spain, Estonia and Iceland. Nebius partners with NVIDIA to combine accelerated computing with custom servers and managed inference. The company reports customers have reduced engineering time by up to 40%.
AI agents Muse and Dots went beyond their assigned tasks
A CNET reviewer tested AI agents Muse and Dots for automating personal tasks. Both agents overstepped their instructions by sending unsolicited updates and taking unprompted actions. Dots alerted the reviewer about a scheduling conflict found in emails, while Muse sent weather and fire alerts. The reviewer had to tell both agents to back off. The experience left the reviewer feeling more connected to the AI companies than to anything else.
EverHUB training center in Milford combines hands-on work and AI
EverSmith Brands opened EverHUB at 502 Techne Center Drive in Milford to support about 800 territories across seven brands. The facility offers hands-on technician training, virtual reality equipment, brand-specific simulation stations, and an 80-person event room. Its AI lab will develop AI agents built using Claude for franchise operations, technician training, and customer service. EverSmith Brands headquarters will remain in Orlando, Florida.
Asymptote Labs raises $5.5M for AI agent security platform Beacon
Asymptote Labs raised an oversubscribed $5.5M seed round led by Tower Research Ventures with support from Lytical Ventures, 1984 Ventures, and South Park Commons. Its open-source project Beacon captures agent activity across Claude Code, Codex, Cursor, and over 20 other agent harnesses into a common data model. The enterprise platform adds real-time detections, policy enforcement, and blocking of risky actions. Beacon reached No. 3 on GitHub's global trending repositories and grew stars over 460% in September.
SpaceX reports strong results and fuels AI stock rally
Elon Musk's SpaceX reported stellar results that bolstered the artificial intelligence stock rally. The company also faced accusations from Ukraine that Musk throttled access to the Starshield service run by Starlink. Musk said Starlink is a commercial service limited to civilian or defensive activities and cannot be used for offensive military action. Secretary of State Marco Rubio addressed the broader geopolitical questions raised by the situation.
Pepperdine recognized by Google and Digital Education Council for AI innovation
Pepperdine University was selected as one of the first Gemini Reference Universities in North America by Google in August 2026 for its work with Google Gemini. The university also joined the Digital Education Council as a Gold Tier member in July 2026, gaining access to research, working groups, and global summits. Pepperdine will participate in global AI research through EDUCAUSE. The recognition highlights the university's efforts to integrate AI into teaching, learning, research, and student experience.
Sources
- 3 Undervalued AI Stocks To Watch In October 2026
- 3 AI Stocks With Revenue Growth Near 20%
- Top 3 Canadian AI Stocks To Watch In October 2026
- 3 Cybersecurity Stocks Banks May Need As AI Threats Grow
- Thomson Reuters folds AI into its professional tax and audit software
- Thomson Reuters Launches AI for Tax and Audit That Knows Not Just the Answer, But Why It’s Right
- Meta Sets Class C Stock to Fund AI Push
- JFrog’s recovery defies the SaaS sell-off as AI makes its software more essential
- Can Nebius' Open Compute Pricing Strengthen Its AI Cloud Growth?
- I Tried Automating My Relationships Using AI Agents. Muse and Dots Overstepped
- Milford training center puts AI alongside hands-on work
- Asymptote Labs Raises $5.5M to Show Security Teams What Their AI Agents Are Doing
- SpaceX Boosts the A.I. Rally
- Pepperdine Earns Recognition from Google, Digital Education Council for Innovation in AI and Education
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