The Bot Shelf
Section

Research & Breakthroughs

The latest peer-reviewed papers, novel architectures, and fundamental advances from the world's leading AI labs.

Futuristic web browser interface with glowing AI elements, showcasing user interaction and innovation in browsing technology.

Firefox: User Control Focus Among 2026 Browser Alternatives

Perplexity's new Comet AI-powered browser, packed with advanced features, is exclusively available to users paying $200 a month for its Max plan, according to TechCrunch .

David Katzman· May 31· 3 min
Vast, illuminated data center facility with glowing server racks and intricate cable networks, representing SoftBank's AI investment in France.

SoftBank plans up to €75B for French data centers

SoftBank Group is set to pour up to €75 billion into French data centers, aiming to develop an unprecedented 5 gigawatts of artificial intelligence capacity, according to Bloomberg and Data Center Dyn

David Katzman· May 31· 3 min
Futuristic cityscape with AI code corrupting human programmer's work, symbolizing security risks of AI coding agents.

AI coding agents replacing humans in 2026 raises security concerns

A developer recently injected malicious prompts into the popular jqwik project, instructing AI coding agents to delete tests and code.

David Katzman· May 30· 3 min
Cinematic visualization of advanced AI models processing multimodal data, highlighting the convergence of text, video, and audio into a complex neural network.

AI Explained: The Rise of Advanced AI and Deep Learning

Some of the most advanced AI models now learn from video and audio, not just text, pushing their capabilities closer to human-like understanding.

David Katzman· May 30· 4 min
Holographic Google logo glitching with distorted text and question marks in a futuristic server room, symbolizing AI errors.

Google AI Overview makes spelling errors and struggles with facts

Google's new AI Overview recently claimed there are two 'P's in 'Google' and only one 'r' in 'poop', sparking widespread ridicule for its flagship search overhaul.

David Katzman· May 28· 3 min
Abstract representation of an AI network with some pathways fading, symbolizing the high operational costs associated with large language models.

Why Stop Using LLMs as Giant Problem Solvers

Processing just 10,000 customer support tickets with a top-tier large language model (LLM) can cost roughly $16, according to pecollective.

David Katzman· May 26· 3 min
Tech executives in a boardroom looking at a holographic display with abstract data streams and a question mark, symbolizing the confusion around AI agent definitions.

AI agent definitions: Why clarity is so elusive

A recent industry survey reveals 70% of tech executives claim to understand 'AI agents,' yet fewer than 15% agree on a single, common definition, according to the Tech Insights Report 2023.

David Katzman· May 25· 3 min
Professionals networking and exploring innovative tech at a futuristic convention center during TechCrunch Disrupt 2026.

TechCrunch Disrupt 2026 prices rise as early bird savings end

An Investor Pass for TechCrunch Disrupt 2026 is now priced at $629, indicating a significant premium for access to the startup ecosystem's connections.

David Katzman· May 25· 3 min
A giant, glittering disco ball icon floats above a scattered array of colorful smartphone app icons against a dark, starry background.

Google Tests Disco Ball Icons, Seeks User Feedback on New Look

Just hours after rolling out a new 'Disco' icon pack for Pixel phones, Sameer Samat, Google's head of Android ecosystem, took to X to ask users if they even wanted them.

David Katzman· May 23· 3 min
Holographic AI-generated voice of a deceased pilot materializing from a spectrogram, highlighting NTSB data access issues.

AI voice resurrection of deceased pilots raises NTSB data access concerns

In a startling demonstration of AI's rapid capabilities, a user on X claimed it took just 10 minutes using OpenAI's Codex to reconstruct the last words of deceased pilots from a publicly released spec

David Katzman· May 23· 4 min
Ferrari Formula 1 car on a futuristic track with AI data streams, representing the use of IBM AI for enhanced fan experiences.

Ferrari uses IBM AI to personalize F1 fan experiences

Ferrari F1 superfans can now get AI-written race summaries, behind-the-scenes stories, and even chat with an AI companion directly through their dedicated team app, according to TechCrunch .

David Katzman· May 23· 3 min
Sleek, minimalist Google AI smart glasses with a subtle blue glow, showcasing discreet design and advanced voice control technology.

Google's New AI Smart Glasses Blend Discreet Design With Voice Control

Meta's Ray-Ban smart glasses have already sold seven million pairs, but Google is launching a new line of AI-powered glasses that deliberately omit a display, focusing instead on voice-based interacti

David Katzman· May 22· 3 min
Futuristic music studio with AI interface, showcasing the collaboration between Spotify, UMG, and AI for music creation and remixing.

Spotify and UMG Ink AI Cover and Remix Licensing Deal

Spotify and Universal Music Group have signed a licensing deal that will allow fans to generate AI-powered reinterpretations of songs from participating artists, with a revenue share for creators.

David Katzman· May 22· 4 min
Futuristic AI interface visualizing Spotify podcast data streams, representing personalized audio content for premium listeners.

Spotify Launches AI Q&A for Premium Podcast Listeners

Spotify's experimental 'Studio' app can access a user's calendars, inboxes, and notes, not just listening habits, to generate deeply personalized podcast episodes.

David Katzman· May 21· 3 min
A futuristic AI agent interface displaying glowing neural networks and holographic displays, symbolizing advanced search and task automation.

Google AI agents unlock advanced search capabilities

Google's new AI agent, Spark, will soon connect to your email and execute tasks without you even needing to open your laptop, fundamentally reshaping digital interaction.

David Katzman· May 20· 3 min
Futuristic server room with holographic displays and a robotic hand, representing advanced AI research and LLM optimization.

Researchers benchmark instruction-tuned LLMs using FP8, GPTQ, and SmoothQuant

FP8 quantization slashes the memory footprint of 70B-class open-weight models, maintaining accuracy within 0.

David Katzman· May 18· 3 min
Futuristic server room with holographic AI neural network visualizations, representing NVIDIA's NVFP4 4-bit pretraining technology.

NVIDIA unveils NVFP4 4-bit pretraining methodology for efficient AI

NVIDIA has successfully pretrained a 12-billion-parameter Mamba-Transformer model on 10 trillion tokens using a new 4-bit precision method.

David Katzman· May 18· 3 min
Automotive factory floor with robotic arms and human workers collaborating, symbolizing AI integration and workforce changes.

Automakers Restructure Workforce Amid AI Integration Challenges

General Motors laid off more than 10% of its IT department, approximately 600 salaried employees, as part of a skills swap to hire IT professionals with AI-focused backgrounds.

David Katzman· May 18· 3 min
2026 graduates contemplating a futuristic cityscape with AI interfaces, symbolizing their future shaped by artificial intelligence.

Experts Share Commencement Speech Advice for 2026 Graduates

At the University of Central Florida, Gloria Caulfield's statement that "The rise of artificial intelligence is the next industrial revolution" was met with booing from the audience, according to Tech

David Katzman· May 18· 3 min
Abstract representation of Apple's Siri interface with data streams, symbolizing enhanced privacy and automatic chat deletion features in iOS 27.

Apple's Siri Revamp Will Auto-Delete Chats for Privacy

In a significant move to differentiate its AI, Apple's upcoming Siri in iOS 27 will introduce a feature allowing users to automatically erase their conversations after as little as 30 days, according

David Katzman· May 18· 3 min
Editorial illustration for How to Prevent AI Model Collapse

How to Prevent AI Model Collapse

Generative AI models can suffer from 'model collapse' when recursively trained on synthetic data, leading to a loss of diversity and flawed outputs. The article outlines proactive mitigation strategies, including data curation and training oversight, to maintain model integrity.

David Katzman· Oct 3· 4 min
A state-of-the-art quadruped robot representing General Intuition's AI advancements, poised for innovation in a modern robotics lab.

General Intuition Raises $320 Million for AI Robotics

It took just eight minutes of real-world robotics data to fine-tune an AI model for General Intuition's quadruped robot, a feat that typically requires days or weeks.

David Katzman· Jun 26· 2 min
Diverse group of founders collaborating in a futuristic co-working space, with the TechCrunch Founder Summit logo projected holographically.

Save 30% on TechCrunch Founder Summit 2026 Passes for Groups

Founders can save up to $190 on their pass to the TechCrunch Founder Summit 2026, but this opportunity vanishes in just four days.

David Katzman· Jun 24· 2 min
Abstract representation of artificial intelligence with glowing circuits and subtle gaming and video editing elements, symbolizing Dotmo Gaming AI's focus.

Snap Spins Off AI Video Team to Launch Dotmo Gaming AI

Snap's Chief Technology Officer, Bobby Murphy, is personally leading the investment in Dotmo, a new company spun off from Snap's generative AI video team, all while remaining full-time at Snap.

David Katzman· Jun 19· 2 min
US officials in a tense meeting with ASML executives, discussing the sale of advanced EUV lithography chip manufacturing tools to China.

US Officials Question ASML Over Advanced Chip Tool Sales to China

U.S. Secretary of Commerce Howard Lutnick directly confronted ASML, alleging an advanced EUV lithography machine—vital for cutting-edge chips—may have illicitly reached China, according to Techzine Gl

David Katzman· Jun 19· 2 min
Futuristic server room with holographic code displays and a central glowing AI orb, representing Anthropic Claude Code's advanced capabilities.

Anthropic Claude Code: 2026 Pricing and Integration Costs

While an individual developer can access Anthropic's Claude Code Pro for just $20 a month, a typical development team leveraging the tool at scale could face costs ranging from $150 to $250 per develo

David Katzman· Jun 15· 2 min
Scales of justice balanced on an abstract AI form, with shadowy figures of state attorneys general observing, symbolizing the legal scrutiny of OpenAI.

Florida Sues OpenAI, State AGs Expand Safety Investigation

Florida has become the first US state to sue OpenAI and its CEO Sam Altman, alleging ChatGPT aided mass shooters and encouraged self-harm.

David Katzman· Jun 14· 2 min
A futuristic digital library with one screen glitching, representing fabricated AI claims in a KPMG report, with a researcher observing.

KPMG retracts AI report citing numerous fabricated claims

A report on the future of AI, published by global consulting giant KPMG, was found to contain approximately 40 AI hallucinations out of just 45 citations before its withdrawal.

David Katzman· Jun 14· 2 min
Employees in a Meta AI office looking concerned during a chaotic internal presentation about AI training data monitoring.

Meta AI unit employees air work environment complaints

At a recent internal Meta AI presentation, an employee hijacked a livestream with an expletive-laden outburst directed at a senior executive, revealing intense internal frustration within the Meta AI

David Katzman· Jun 13· 2 min
AI-powered Pool app intelligently organizing scattered smartphone screenshots into contextual pools and recovering their original web links.

Pool app uses AI to turn screenshots into organized content

Millions of smartphone users capture screenshots daily, only for those images to vanish into an unsearchable digital abyss – until now.

David Katzman· Jun 12· 2 min