Monday 2 November · updated 2 November 2026, 16:53 UTC

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Business & Funding 1 Nov new

Saudi Aramco acquires a 49% stake in AI startup Humain for $2.6 billion

Saudi Aramco has acquired a 49% stake in AI firm Humain for $2.6 billion in cash, with the transaction closing today. The Saudi Arabia Public Investment Fund (PIF) retains 51% ownership of Humain. The deal includes AI, compute, and digital assets contributed by both Aramco and PIF to accelerate Humain’s growth and…

3 sources

Hardware & Compute 2 Nov new

Marvell to buy Lumentum in $115 billion all-stock deal to boost AI connectivity

Marvell Technology announced on Monday it will acquire optical components maker Lumentum in an all-stock deal, valuing the transaction at an implied $115 billion for…

1 source
Research 2 Nov new

SemiAnalysis releases GDPx benchmark with Claude Opus 5.5 leading at 12%

SemiAnalysis launched GDPx, a new AI benchmark measuring agentic capabilities across 11 professional domains, on November 2, 2026.

3 sources
Policy & Regulation 2 Nov new

Axipro’s Ali Hayat explains AI’s role in cybersecurity and compliance

Ali Hayat, CEO and founder of Axipro, discusses how AI reshapes cybersecurity and compliance.

1 source
Marketing & Small Business 2 Nov new

Zoho adds AI features to Analytics platform for small businesses

Zoho announced a new AI‑enhanced version of its Analytics platform aimed at helping small businesses turn raw data into actionable insights.

1 source

AI at Work

Simple AI tips for small businesses. Each one takes minutes.

All of AI at Work

This week's one thing to try

*Muse* by Meta

Organize emails and schedules with voice commands, right in your inbox

What you get You can summarize daily emails in seconds and book travel or shop via voice.

Cost Free
Time A few minutes

The catch Shared conversation links are temporarily disabled due to a privacy flaw

See how to set it up

Also worth trying

Store daily progress notes with Claude Code (Claude Code)
- Cost Free to try
- Time A few minutes
Try Claude Code (opens the maker's site)
Summarize weekly project notes with Gemini Notebook (Gemini Notebook)
- Cost Free to try
- Time A few minutes
Try Gemini Notebook (opens the maker's site)

More today

Agents & Tools 2 Nov new

Perplexity details Brain memory system and Agent API testing methods

Perplexity published a technical guide on November 2, 2026, explaining its Brain memory architecture for Perplexity Computer, a system designed to store and organize agent interactions across three layers: raw…

1 source

Unite.AI
Marketing & Small Business 2 Nov new

Test shows Claude models pick different Shopify products

A Search Engine Journal test reveals that three Claude models—Haiku 4.5, Sonnet 5, and Opus 5—select different products from the same Shopify catalog list when given identical shopping requests. The author tested 1,980…

1 source

Search Engine Journal
Society & Work 2 Nov new

Over 400 apps allegedly generate deepfake abuse images via Meta ads and app stores

A network of more than 400 apps, many posing as harmless services like language tutors or workout coaches, secretly generate explicit deepfake images and videos when accessed under certain conditions. Researchers found…

1 source

Wired AI
Marketing & Small Business 2 Nov new

MarTech conference to host panel on making AI adoption stick for marketers

MarTech announced a live panel titled “Beyond deployment: How to lead the change and make AI adoption stick” for its conference on Nov. 4, 2026. The session will focus on helping marketing leaders turn AI apprehension…

1 source

MarTech
Marketing & Small Business 2 Nov new

Target used AI to predict pregnancy from purchase patterns

AI can spot hidden patterns in customer data, but turning those patterns into marketing decisions still needs human insight. A classic example is Target’s 2012 pregnancy‑prediction project. Target’s statistician Andrew…

1 source

MarTech
Marketing & Small Business 2 Nov new

Study finds ChatGPT ad visits earn less than Google search ads

A working paper by Maximilian Kaiser and Christian Schulze analyzes the performance of ChatGPT ads versus paid Google search ads in the U.S. The study, based on data from 102 advertiser sites, found that a visit from a…

1 source

Search Engine Journal
Enterprise & Industry 2 Nov new

OpenAI hires former Instagram executive Charles Porch to court Hollywood

OpenAI brought Charles Porch on as vice president in 2025 to replicate the celebrity‑building playbook he honed at Instagram. Porch’s job is to persuade famous people in film, music and media to use OpenAI’s products…

1 source

nymag.com
Enterprise & Industry 2 Nov new

Ebix and intentyx launch SMARE to monitor AI agent behavior in regulated industries

Ebix and cybersecurity firm intentyx announced a partnership on November 2, 2026, to launch SMARE (Synthetic Mind Aware Risk Engine), a behavioral security platform for AI agents in regulated sectors like insurance,…

1 source

Unite.AI
Hardware & Compute 2 Nov new

NVIDIA’s BREV breach may have exposed SSH keys for customer VMs

NVIDIA disclosed a security breach on its BREV cloud platform between October 4 and October 20, 2023. The company found unauthorized activity and says some SSH keys—used to access customer virtual machines—may have…

1 source

Tom's Hardware
Enterprise & Industry 2 Nov new

LinearB launches Agentic Studio to link coding agents with engineering context

LinearB introduced Agentic Studio on November 2 to help engineering teams use AI agents more effectively by connecting coding tasks with broader software delivery data. The platform integrates natural-language analysis…

1 source

Unite.AI
Policy & Regulation 2 Nov new

South Korean President Lee Jae Myung vows $15.97B for AI, chips, physical AI, and data centers in 2027 budget

South Korean President Lee Jae Myung announced on Monday a pledge to allocate $15.97 billion for artificial intelligence, semiconductors, physical AI, and data centers in the country's 2027 budget. This amount is…

2 sources

CNBC Technologyreuters.com
Marketing & Small Business 2 Nov new

KDnuggets lists 5 AI certifications worth paying for in 2026

By 2026, AI credentials make up nearly 30% of all professional certifications, a 20x increase from pre-ChatGPT levels, according to Revelio Labs. KDnuggets identifies five AI certifications that employers actively…

1 source

KDnuggets
Research 2 Nov new

Empero Research releases PiVo-1.4M, a 1.4M-parameter text-to-speech model for local use

Empero Research released PiVo-1.4M, a lightweight text-to-speech (TTS) model with 1,401,562 parameters designed for local CPU inference. The model includes two synthetic English voices, Pi and Vo, and runs entirely…

1 source primary source

huggingface.co
Hardware & Compute 2 Nov new

Microsoft unveils Azure Maia 300 system for business AI

Microsoft has announced the Azure Maia 300 System, a new AI platform designed to provide cost-effective artificial intelligence capabilities for small and medium-sized enterprises. The system integrates advanced…

1 source

Small Business Trends

Sunday 1 November

Research 1 Nov new

Y Combinator Labs and Olam Labs test AI agents in Minecraft, Mindustry for emergent behaviors

Researchers from Y Combinator Labs and Olam Labs studied how 50 AI agents from OpenAI’s GPT-6.1 Sol model behaved in Minecraft and the factory game Mindustry. In a cooperative Minecraft experiment called Civ50, agents…

2 sources HN 167

The DecoderTom's Hardware
Business & Funding 1 Nov new

Anthropic reports Q3 revenue near $17B and $895B compute commitments

Anthropic said its third‑quarter revenue hit nearly $17 billion, a twelve‑fold increase from the same period a year earlier, and it disclosed $895.4 billion in compute purchase and lease commitments. About $448 billion…

5 sources HN 6

The DecoderCNBC Technologynypost.cominvezz.com +1 more
Policy & Regulation 1 Nov new

OpenAI plans post-midterm PR blitz to rebrand data centers as 'AI compute campuses'

OpenAI is preparing a policy and public relations campaign to launch after Tuesday's midterm elections, according to multiple reports citing Axios. The company's chief global affairs officer Chris Lehane said the…

10 sources

The Rundown AIUnite.AIThe Decoderbusinessinsider.com +5 more
Policy & Regulation 1 Nov new

Microsoft AI chief Mustafa Suleyman says creating conscious AI would be reckless and urges transparency

Microsoft AI chief Mustafa Suleyman warned that developing conscious AI systems would be reckless and poses serious risks to humanity, emphasizing that current AI shows no evidence of consciousness or capacity to…

4 sources

yourstory.comaol.comdigit.inbusinessinsider.com
Business & Funding 1 Nov new

Parents sue OpenAI after woman died of seizure from ChatGPT advice

Parents of Bowen Wan, a 31‑year‑old Chinese software engineer, filed a lawsuit against OpenAI after she died of a seizure on 12 February 2026. Wan’s parents, who were in China, flew to Seattle and found her dead on 14…

1 source

theguardian.com
Policy & Regulation 1 Nov new

Accenture contractor allegedly linked personal Claude agent to Pentagon system used by intel agencies

A WIRED investigation published on 29 October 2026 alleges that an Accenture contractor connected a personal Claude Code agent to a Pentagon production environment on NIPRNet, the unclassified but internet-connected…

1 source

ibtimes.co.uk
Business & Funding 1 Nov new

Guidewire agrees to acquire Hyperexponential for $1.7 billion in cash

Guidewire, a leading provider of insurance software, announced on Tuesday that it will buy Hyperexponential, a company that builds AI‑powered underwriting and pricing tools, for $1.7 billion in cash with an additional…

1 source

reuters.com
Marketing & Small Business 1 Nov new

Oracle adds AI agents to Fusion Data Intelligence

Oracle has updated its Fusion Data Intelligence platform with new AI capabilities, announced at Oracle AI World in Las Vegas. The release includes Data Agents and Deep Insight Agents, which are now generally available.…

1 source

Small Business Trends

Saturday 31 October

Society & Work 31 Oct new

Cisco Talos reports new VOLTA-AUTODOXER malware uses AI to rank victims by financial value

Cisco Talos researchers identified a new Windows infostealer malware called VOLTA-AUTODOXER that harvests credentials and uses AI models to analyze stolen data and rank victims by monetization value. The malware…

6 sources HN 56

Tom's Hardwarethehackernews.comtech.yahoo.comUnite.AI +2 more
Agents & Tools 31 Oct new

DeepSeek launches Super-Agent to automate developer tasks without human input

DeepSeek, a Chinese AI startup, released Super-Agent, an autonomous AI system designed to assist developers by reducing manual coding work and responding proactively to issues in group chats. Unlike traditional AI…

6 sources primary source

in.mashable.comMarkTechPostbloomberg.comscmp.com +2 more
Business & Funding 31 Oct new

OpenAI merges ChatGPT and Codex usage limits for Plus, Pro, and Business plans starting in December

OpenAI announced that starting in December, usage allowances for Plus, Pro, and Business plans will be shared between ChatGPT and Codex. Usage will be measured in tokens, with more advanced models and complex tasks…

6 sources HN 47

TechCrunch AIUnite.AIfinance.yahoo.comThe Decoder +1 more
Business & Funding 31 Oct new

Anthropic files IPO with $16.3B first-half revenue

Anthropic filed IPO paperwork on October 26, marking its first public offering under the ticker ANT on Nasdaq. The SEC filing does not yet specify share count or pricing, leaving those details undetermined for now. The…

4 sources

ifamagazine.comnote.com
Business & Funding 31 Oct new

OpenAI reportedly trims funding target by $10B to $20B, valuation cut to $1.25T

OpenAI has reportedly reduced its latest funding round target from $30 billion to $20 billion, with a corresponding post-money valuation cut from $1.4 trillion to $1.25 trillion, according to multiple sources citing…

14 sources

hoodline.comnote.cominvezz.comcoincentral.com +9 more
Policy & Regulation 31 Oct new

OpenAI signs five-year deal with UAE to create AI-native government

OpenAI announced a five‑year partnership with the United Arab Emirates aimed at expanding artificial intelligence across government services, energy, investment and education. The agreement follows four separate deals…

5 sources

CNBC Technologyfinance.yahoo.comdigit.incryptobriefing.com
Marketing & Small Business 31 Oct new

Claude 2.0 adds Ultra Code to automate repetitive tasks

Anthropic has introduced Claude 2.0, a suite of AI models designed to make advanced automation accessible to non-technical users. The system includes four distinct models—Haiku, Sonnet, Opus, and Fable—each supporting…

3 sources

note.comgeeky-gadgets.com
Policy & Regulation 31 Oct new

Judge allows NAACP lawsuit over xAI data center pollution to proceed

A federal judge denied xAI's motion to dismiss a lawsuit filed by the NAACP and the Southern Environmental Law Center. The plaintiffs accuse the AI company of operating at least 35 combustion turbines at its Colossus…

2 sources

Tom's HardwareTechCrunch AI

Friday 30 October

159 stories →

Society & Work 30 Oct new

Proton CEO Andy Yen cancels AI re-interviews after employee backlash

Proton CEO Andy Yen cancelled a series of nearly company-wide 're-interviews' that would have assessed employee AI usage with potential job consequences, following an internal investigation by 404 Media that revealed…

6 sources HN 284

blog.raed.dev404media.cotheverge.comaiweekly.co +2 more
Business & Funding 30 Oct new

Anthropic files for IPO, faces potential junk credit rating and $800B spending plan

Anthropic filed its S-1 registration statement on October 26 for a Nasdaq listing under the symbol ANT, potentially as soon as Thanksgiving. The company plans to spend more than $800 billion on computing infrastructure…

10 sources HN 98

alligator.orgfinance.yahoo.comnote.comcoinpedia.org +4 more
Society & Work 30 Oct new

Cursor discloses SSH backdoor attempt in malicious Claude Code extension version 2.1.313

Cursor disclosed on October 29, 2026 that a maliciously modified version of the Anthropic.claude-code extension (version 2.1.313) was available in its VS Code extension Marketplace between 2:27 a.m. PT and 1:35 p.m.…

7 sources HN 51

note.comArs Technica AIThe Decoderthehackernews.com +3 more
Hardware & Compute 30 Oct new

Google's Project Suncatcher satellite returns first AI-generated haiku from orbit using Gemma 4 on TPU

Google's Project Suncatcher prototype satellite, launched on October 1, 2026, with SpaceX and built in partnership with Planet, returned its first AI-generated haiku from orbit on October 30, 2026. The haiku, 'Blue…

14 sources primary source HN 41

note.compcmag.comblog.googleindiatoday.in +7 more
Enterprise & Industry 30 Oct new

Cisco gives 27-year-old engineer unlimited AI tokens to rewrite 98% of legacy code in 24 months

Cisco president Jeetu Patel has assigned 27-year-old Padmanabhan Krishnamurthy, a former EzDubs startup founder acquired by Cisco in 2023, to refactor 98% of the company's legacy code within 24 months. According to a…

2 sources HN 71

fortune.comTom's Hardware
Hardware & Compute 30 Oct new

OpenAI CEO Sam Altman says home PC RAM is quite terrible for global allocation

OpenAI CEO Sam Altman argued in a Cheeky Pint interview that having DRAM in personal computers is inefficient from a global allocation perspective, stating it's 'quite terrible' for everyone to have limited memory…

9 sources HN 41

Tom's Hardwaregeeky-gadgets.comnation.com.pkThe Verge AI +4 more
Enterprise & Industry 30 Oct new

Samsung executives meet OpenAI's Altman to discuss AI strategy and memory chip cooperation

About 50 senior Samsung executives met with OpenAI CEO Sam Altman in Yongin on Saturday to discuss AI's role in transforming corporate management and creating new business opportunities. The meeting focused on AI…

7 sources

livemint.comCNBC Technologyibtimes.sgTom's Hardware +3 more
Policy & Regulation 30 Oct new

Wikimedia Foundation urges nuanced fair use ruling in New York Times lawsuit against OpenAI and Microsoft

The Wikimedia Foundation has filed an amicus brief in the copyright lawsuit brought by The New York Times against OpenAI and Microsoft, advocating for a balanced approach to fair use in AI training. It argues that…

4 sources primary source HN 23

note.comThe Verge AIOpenAIengadget.com

hot Proton CEO Andy Yen cancels AI re-interviews after employee backlash 30 Oct new Axipro’s Ali Hayat explains AI’s role in cybersecurity and compliance 2 Nov hot Y Combinator Labs and Olam Labs test AI agents in Minecraft, Mindustry for emergent behaviors 1 Nov new Anthropic reports Q3 revenue near $17B and $895B compute commitments 1 Nov hot OpenAI seeks $30 billion funding round at $1.25 trillion valuation 22 Oct new Elon Musk says Grok Bot cost unsustainable relative to revenue 1 Nov hot Anthropic updates Claude to block recreation of existing video games 28 Oct new Perplexity details Brain memory system and Agent API testing methods 2 Nov

hot Proton CEO Andy Yen cancels AI re-interviews after employee backlash 30 Oct new Axipro’s Ali Hayat explains AI’s role in cybersecurity and compliance 2 Nov hot Y Combinator Labs and Olam Labs test AI agents in Minecraft, Mindustry for emergent behaviors 1 Nov new Anthropic reports Q3 revenue near $17B and $895B compute commitments 1 Nov hot OpenAI seeks $30 billion funding round at $1.25 trillion valuation 22 Oct new Elon Musk says Grok Bot cost unsustainable relative to revenue 1 Nov hot Anthropic updates Claude to block recreation of existing video games 28 Oct new Perplexity details Brain memory system and Agent API testing methods 2 Nov