Anthropic Sets School AI Standards as Nvidia Faces Scrutiny

Key Takeaways

• The California Federation of Teachers wants a three-year pause on AI in K–8 public schools, citing privacy, development and teacher-readiness concerns; it cites a study reporting 17% lower later unassisted math scores among students who used GPT-4.
• A teachers union and Anthropic agreed on school-use standards for Anthropic AI tools covering privacy, safety and transparency.
• Nvidia is due to report fiscal third-quarter results; CFO Colette Kress is set to lead the analyst call following Jensen Huang’s reported resignation amid allegations and scandal.
• Nebius shares fell 16.84% to $128.64 after the Nvidia news, despite third-quarter revenue rising 571% year over year to $980.8 million and its net loss narrowing 69% to $37.5 million. Nvidia had committed $2 billion to Nebius.
• ChatGPT-driven demand for Nvidia chips helped power the AI boom and the company’s rapid growth, according to an article examining Nvidia’s rise.
• Accenture shares rose 17% over 30 days while Palantir and Snowflake fell; it reported fiscal 2026 revenue of $74.2 billion, $84.5 billion in bookings and more than 400 new advanced-AI clients.
• Google’s open-source AQuA found six verified issues in a controlled replay of 32 travel-app agent sessions; following prompt changes, two failure types declined substantially. It diagnoses problems but does not fix them.
• Biomatter raised $18 million to expand AI-designed enzyme work and build a 2,000-square-meter Vilnius facility expected to open in 2027.
• AJ The Stork provides 24-hour AI product guidance for new parents, while Micron will present on memory and storage for AI at upcoming investor events.
• Experts cited in an article on AI implementation say companies should map processes, assign ownership and measure outcomes before automating; counting AI licenses or prompts is not a measure of business results.

California teachers seek a three year pause on AI in K to 8 schools

The California Federation of Teachers urged Gov. Gavin Newsom to pause artificial intelligence use in K to 8 public school classrooms for three years. The union, which represents 120,000 educators and faculty, asked Newsom to issue an executive order before his term ends in January. It warned that students may face risks to their development and privacy, and that teachers lack the preparation to oversee AI tools. The union cited studies linking ChatGPT use to weaker brain connectivity during essay writing and finding that students who used GPT 4 scored 17 percent lower on a later unassisted math test.

Teachers union and Anthropic agree on AI safety standards for schools

A teachers union and AI company Anthropic reached an agreement on standards for using Anthropic’s AI tools in schools. The agreement sets expectations for privacy, safety and transparency.

Nvidia prepares for earnings report amid claims about Jensen Huang

Nvidia is set to report its fiscal third quarter earnings late Tuesday. The report follows allegations that led co-founder and CEO Jensen Huang to resign, and Nvidia’s stock has fallen since the claims first appeared. Chief Financial Officer Colette Kress, now interim CEO, will lead the earnings call for analysts. Investors will also be watching for information from Ian Buck.

Jensen Huang’s rise and fall ends with his exit from Nvidia

A Business Insider article describes Jensen Huang’s rise and fall and his exit from Nvidia amid a scandal. It says the biggest risk he posed to Nvidia was himself. The article identifies Huang as Nvidia’s CEO and credits a photo of him to David Paul Morris for Bloomberg via Getty Images.

AJ The Stork helps new parents shop with AI around the clock

AJ The Stork is an AI powered chatbot that answers new parents’ product questions at any time. It uses a large knowledge base and natural language to provide detailed answers. Parents can ask about products such as baby carriers and breast pumps, including during late night hours.

Nebius shares fall as Nvidia uncertainty shakes AI infrastructure stocks

Nebius Group shares fell 16.84 percent on Thursday to $128.64 after Nvidia CEO Jensen Huang resigned, raising concerns about the future of AI infrastructure spending. Nvidia had committed $2 billion to Nebius earlier in the year, and the companies have a long-term strategic partnership. Nebius reported that its third-quarter net loss narrowed 69 percent to $37.5 million, while revenue rose 571 percent to $980.8 million compared with the same period last year.

Nvidia’s rise surged after ChatGPT sparked demand for its chips

The article looks at Nvidia’s rapid growth after ChatGPT drove demand for its chips. The company’s chips powered the artificial intelligence boom and helped raise the value of many investors’ stock portfolios. The article describes a sharp comedown for the once-modest company, but provides no further details in the available text.

Micron executives to discuss AI and memory technology at investor events

Micron Technology will take part in several upcoming investor events, including the TomorrowX Summit and the 30th Annual UBS Global Technology and AI Conference. The events will highlight the company’s work in semiconductor memory and storage for AI and other computing-intensive uses. Micron executives will join fireside chats about the company’s technology leadership in AI chips. Live webcasts and replays will be available through Micron’s Investor Relations website.

Accenture gains as companies turn to it to put AI software to work

Accenture shares rose 17 percent over 30 days as several enterprise software stocks fell, including Palantir, Snowflake and CrowdStrike. The article says companies need help preparing legacy data and changing workflows before standalone AI software can deliver value. Accenture reported fiscal 2026 revenue of $74.2 billion, adjusted earnings per share of $13.97 and bookings of $84.5 billion, with more than 400 new clients starting advanced AI work during the year. It plans to return at least $9.5 billion to shareholders in fiscal 2027, though its guidance points to 3 to 6 percent revenue growth and the company cited lower pricing and a Middle East revenue headwind.

Biomatter raises $18 million to expand AI-designed enzyme work

Vilnius-based Biomatter raised $18 million in an oversubscribed Series A led by Astanor, with existing investors UVC Partners, Inventure and Metaplanet also taking part. Its AI-designed enzymes are used in products from AstraZeneca, BASF and Sanofi, and in Thermo Fisher Scientific’s Invitrogen SuperScript V Reverse Transcriptase. Biomatter says its design method starts with a target chemical reaction and uses proprietary data to create enzymes that can differ greatly from natural ones. The funding will support a 2,000-square-meter design and testing facility in Vilnius, expected to open in 2027, as well as growth in its commercial team, US presence and computing platform.

AI Works Best When Companies Rethink Their Processes

Companies may gain more from AI when they change how work gets done, rather than adding AI to old processes. Emanate AI founder and CEO Kiara Nirghin said AI cannot redesign a process that nobody can describe. Businesses should map each step, name who owns it, and identify the information and decisions involved before automating work. AI can speed up tasks such as preparing quotes, but poor data or unclear responsibility can also spread errors faster. Companies should measure results, such as time saved and faster quote production, instead of counting licenses or prompts.

Google Releases AQuA to Find Failures in Production AI Agents

Google has open-sourced AQuA, a tool that reviews production AI agent sessions, checks for repeated failure patterns, and investigates their causes. It runs alongside an agent in Google Cloud and can read data from Cloud Trace, Cloud Logging, or BigQuery. In a controlled replay of 32 sessions from a travel app, AQuA found six verified issues; after developers changed prompts, seat availability bypasses fell from 15 sessions to two, and missed dietary preferences fell from seven to zero. AQuA links findings to supporting traces and deployed source code, but it does not apply fixes or open pull requests. Google says sampling may miss rare problems, and replays may not reproduce outside conditions.

Sources

• California Teachers' Union Calls for 3-Year Pause on AI for K-8
• Teachers union reaches AI safety agreement with Anthropic
• Nvidia Stock Braces For AI Chipmaker's First Report Without Jensen Huang
• The rise and fall of Jensen Huang: AI rock star exits Nvidia in scandal
• AI is becoming every new parent’s shopping assistant
• Nebius Group (NBIS) Takes a Beating — This Tech Giant Is to Blame
• Nvidia’s Meteoric Rise, in One Chart
• AI Chips Update - Micron Highlights AI Leadership At Investor Events
• AI software is sinking, why is Accenture winning $84.5B deals?
• Biomatter banks $18m to expand AI enzyme design
• AI Has an Operator Problem
• Google Open Sources Ambient Quality Agent (AQuA) to Diagnose Production AI Agent Failures