News TodAI

Coming in 2027: Apples $1,000 home robot for FaceTime and switching on lights

Apple robot backed by CEO John Ternus may have hefty price tag and limited uses.

Claudes new rules against game cloning wont stop the AI copying boom

The tsunami of imitators is way bigger than any one model maker can stem.

Goldman Sachs has cut off most of its employees from advanced AI coding tools like Anthropic's Claude Code and Microsoft's GitHub.Only engineers can still use them, according toBloomberg, citing internal guidelines from October. Traders and bankers had spent months usin...

If you only think about lost jobs when you think about AI, you're missing how much intelligence people will be able to use.That's the argument from engineer Venkatesh Rao in anessayon his tech blog "Contraptions." Rao compares AI fear to mercantilism, the econ...

Anthropic swings back to an operating loss ahead of its blockbuster IPO.According to Bloomberg, the company postedquarterly revenue of nearly $17 billion, twelve times what it brought in a year earlier. But operating costs of $17.5 billion outpaced that revenue, wiping out the pr...

Adobe is testing how well AI agents can use editing tools like a Photoshop professional would

Adobe Research and UC San Diego built EditAgent, an AI system that edits images more like a Photoshop pro. Instead of retrying the same general-purpose editor over and over, the agent picks the right specialized tool for each task and lets a standard language model choose the bes...

Chinese AI models are politically complex, not just government mouthpieces, study finds

Tomislav BezmalinoviNov 1, 2026

Zombie Agents, Vampire Models, Witch Hunts, and the Mummy's Curse: AI Fears for Halloween 2026

The Batch News & Insights: Following our annual tradition, this special Halloween edition of The Batch treats leading AI fears.

Introducing DeepLearning.AI Pro

Reinforcement Learning Heats Up, White House Orders Muscular AI Policy, Computer Use Gains Momentum, Fine Control of Fine-Tuning

DeepSeek Sharpens Its Reasoning: DeepSeek-R1, an affordable rival to OpenAI''s o1

Meta''s Muse Wonder and Spark Open, Educational Use of ChatGPT, Reflection's Partnership with Nvidia

The Batch News & Insights: What should an engineering leader such as a VP Engineering or an Engineering manager do to help their team become more proficient in AI?

Claude Haiku 5.5, Mistral Large 4, and Local Models for Mac and Windows

The Batch News & Insights: The gulf between LLM performance on verifiable tasks vs. unverifiable tasks that require judgement is larger than most people realize.

OpenAI''s DevDay, Google''s First Gemini 4 Model, Black Forest Labs Dives Into Robots

The Batch News & Insights: I think most people still underestimate the data center build-outs that will be required to meet demand.

The Next Top Open Model, Google Voice Agents, DeepSeek Shrinks Caches: Plus a letter on open weight cybersecurity capabilities

The Batch News & Insights: Anthropic recently released an encouraging analysis of the cyber capabilities of open weight model GLM-5.3.

Opus Stalks the Frontier, Jev Classifies Everything, Running Two Models in One Agent

The Batch News & Insights: Moving forward on early stage, 0-to-1 projects and mature projects requires very different tactics.

Meta''s Agent Security, The Navier-Stokes Controversy, Fraud on Claude

The Batch News & Insights: The loudest voices stoking fears about AI dangers have made tremendous headway in the past two weeks.

OpenAI and Anthropic fight it out for the top overall spot, while Google, Meta, and Microsoft all release transcription models

The Batch News & Insights: When you''re skilled at AI Engineering, your best work won''t be merely implementing a product that someone else spec''ed out. Instead, you will actively shape the build.

Inside Key Changes in Data Policies, Ox Alpha Revealed, Taking Custom Models Beyond Fine-Tuning

The Batch News & Insights: A key AI engineering skill is using coding agents.

GLM-5.3''s Exploits, AI Models and Hardware Speed Up, DeepSeek''s New Agent Harness

The Batch News & Insights: How have software engineering fundamentals changed with agentic coding?

Anthropic''s Watermarks, Grok 4.6 Surges, Qwen''s Open Weights, Better Corrections for Speech Recognition

The Batch News & Insights: I previously wrote about our AI Engineering Skills Map, with the highest level skills being (i) Building and deploying...

Meta''s Play for Coding Data, Google Robotics Multi-Embodiment, MiniMax''s Open Video Model (With an Asterisk)

The Batch News & Insights: I am delighted to present The AI Engineering Skills Map.

DeepSeek-V4-Flash Outshines Pro, The Biggest GitHub Crawl Yet, Engineering System Prompts for Safer Code

The Batch News & Insights: I''m glad the idea of 'utokenmaxxing'u '' that individuals and companies should use as many tokens as possible to boost productivity '' is finally dying out.

Opus Outshines Even Fable, Inside the Hugging Face Hack, AI Companies Spend Big for Compute

The Batch News & Insights: My team recently had our own version of Hugging Face''sexperiencewhen closed models failed to defend the company followingan accidental cyberattack from OpenAI, leading Hugging Face to use the open weight GLM 5.2 instead.

Kimi K3 Redraws the Open Frontier, Muse Spark 1.1 Undercuts Competitors, Cloudflare Moves to Cut Off Crawlers

The Batch News & Insights: A few frontier labs have tried to tell a story of open models being dangerous because they can be used to launch cyberattacks, and of their 'usafe'u proprietary models with strong guardrails being there to defend us.

AI Overviews Land Google In Hot Water, GPT-Live Puts Reasoning in the Background, How to Tell If Your Model is Manipulative

The Batch News & Insights: As AI increasingly automates coding, it frees up developers to spend time on high-level software development tasks traditionally reserved for senior engineers, like deciding on technical architecture and participating in scoping product requirements...

Apple Watchs AI features for rewinding and recapping conversations begin beta testing

Web host Squarespace lays off 19% of its employees

New York Times and other outlets sue web browser Brave over alleged content scraping

Elon Musk throttles Grok Bot limits due to unsustainably high costs

2 days till TechCrunch Founder Summit: Boston founders dont need a Silicon Valley address to build something big

OpenAI is finally merging ChatGPTs Chat and Work tabs

OpenAI might rebrand its data centers as AI compute campuses

Data centers are now a midterm issue, even in Brooklyn

Apple CEO says the company doesnt want to ship AI for AIs sake

OpenAI reportedly lowers funding target for new round

Intels stock crashes, knocking $12B from governments stake

Anthropic expected to receive high junk rating from credit agencies following IPO, FT report says

Last-minute Halloween costumes for tech nerds

DeepSeek-V3 New Paper is coming! Unveiling the Secrets of Low-Cost Large Model Training through Hardware-Aware Co-design

DeepSeek Unveils DeepSeek-Prover-V2: Advancing Neural Theorem Proving with Recursive Proof Search and a New Benchmark

Can GRPO be 10x Efficient? Kwai AIs SRPO Suggests Yes with SRPO

DeepSeek Signals Next-Gen R2 Model, Unveils Novel Approach to Scaling Inference with SPCT

Beyond Next-Token Prediction? Metas Novel Architectures Spark Debate on the Future of Large Language Models

Viral glasses let you talk without speaking

Nov 2, 2026

Open models can do 90 percent of agentic work at a twentieth of the cost of a frontier LLM: Gartner

Models are commodities, harnesses are the valuable part

Toyota shows off SoC that stores model weights and its OS on integrated memory

Accessing external memory puts the brakes on physical AI, so carmaker has found an economical and speedy shortcut

Anthropic's compute tab could top $1T as Q3 revenue nears $17B

Revised IPO filing warns 12x revenue growth is unlikely to continue

AI could break legal systems by finding previously hidden loopholes

Turns out legislation may have bugs, too

Marvell wants to be a copper topper, bets $115B on photonics leader to push optical networking

IP house believes optics demand is going to explode as Nvidia and others eye bigger systems

Thieves pilfer environment variables from Trigger AI workflow tool

So, who's ready to clear the dust out of that server closet and move things back on-prem?

Token thieves costing companies $100K+ per day in illicit LLM charges

Don't let the LLMjackers hit you

Anthropic's IPO prospectus is big on promises, short on answers to tough questions

Pity Sam Altman: He's going to have a lot more explaining to do when OpenAI follows this work of abstract legal art

Microsoft's moolah mountain is more massive than ever. It just doesn't want the people who built it

Flash the cash, flush the cache

Britain's driverless dream hits a roundabout of awkward questions

Institute for Driverless Transport wants answers on jobs impact and what happens if the supplier bails

India floats AI plan under which The model travels to the data, rather than the data travelling to the model

Wants more local AI, without Big Tech getting open access to everything

Linus Torvalds says Linux kernel is out of 'stabilization phase' and using 'much healthier model' for AI contributions

Yet machine-made patches often get rewritten

Google's AI satellite sends a very expensive haiku to Earth

Experimental orbital datacenter prototype puts its TPU to work producing poetry

Amazon sends chills through its workforce with mixed message memo about AI use

A lot of software engineers feel bleak about the future of the profession

Backbone of a beast - charting Nvidia's rise to networking titan

How a $6.9B bet on Mellanox made Nvidia bigger than Cisco, and the world's most valuable company to boot

Darkbloom, which allowed Mac users to rent out their GPUs for AI inference, warns of low payouts

Blame plunging token prices

AlpineBSD announced - an AI-free FOSS OS

Combining the NetBSD kernel with the Alpine Linux userland

AI projects not paying off? Keep at it, says Uni Productivity Institute

All that up-front investment needs time to take effect, and speeding individual tasks won't necessarily boost the entire firm

Accenture AI agents are sifting through applicants

But a human makes final hiring decisions at global tech consultancy

Domestic droid gone amok? Don't worry, you're covered

Insurance firms look to insulate domestic humanoid robot owners against the inevitable chaos they will bring

Google's search revenue Ferrari hits an AI-powered speed bump

Just wait 'til we add more AI and this thing'll really fly

AWS installs an AI accelerator every 14 seconds and eyes $1 trillion annual revenue

Before long, we could be writing about a cloud company with a retail side hustle

Howler will have AI answer your questions, then burn the chat

Ask AI dumb things and leave no local chat history, all with the style of a kids' fantasy novel - or rather, one of its magical letters

Startup wants to make AI agents safe for DevOps duty

Infrastructure automation needs something better than prompt and pray

Oracle wants to bill you for every AI task, not just every seat

Big Red says AI units will add to subscriptions, as it juggles $90BN-plus capex, mounting debt and a $225BN revenue goal for 2030

LibreOffice's 'no AI' stance meets LLM-assisted code

Core developers avoid AI coding assistants, while community contributors face disclosure and review rules

Google's Gemini 4 Carbon looks like a diamond in the rough

Undercutting Claude on price ahead of Anthropic's IPO

Tape is so not dead that Fujifilm will increase production capacity 5x

Because, sigh, AI

Google struggling to make AI Mode searches pay

Thats a problem, cos it just spent $51 billion on infrastructure and still needs to rent compute from others to run its cloud

Please state the nature of the medical emergency: Google is building a robot medic for NASA

The AI medical assistant is still being tested. Now the space boffins want to give it hands

Supersonic airliner in doubt as company shifts to powering AI data centers

Booms airliner may be delayed, and its data center power business lost a customer.

Anthropic VS code extension on Cursor backdoored for nearly 12 hours

Its still unknown how attackers got access to Anthropics verified Cursor account.

Dartmouths provost warned us about AI cheating-but his own AI use cost him his job

People who love AI dont always love telling others they used it.

Basically no one is using AI agents for their DoorDash orders

But its still early days for the relatively new e-commerce use case.

Fujifilm to boost tape production 5x as AI fuels archiving demand

Low costs and offline security mean magnetic tape still has a job.

Thousands of ghost students use AI to steal millions in student loans, DOJ says

Applying for FAFSA may get messy as DOJ ghost student crackdown ramps up.

Trump declares robot imports a national security threat

President orders trade talks on foreign-made factory robots, threatens tariffs.

Google admits AI search makes less money, but its fixing that with more ads

Googles negative cash flow balloons to -$9.06 billion, and stock price tumbles following Q3 earnings.

Google announces Gemini 4 Carbon, its latest frontier AI model that you cant use

Gemini 4 Carbon is essentially a slightly better version of Argon.

Google AI gets cagey when asked who won the 2020 elections

But the AI responses get more forthright when asked outside the US.

No human at the helm: Delaware plan would let AI agents run entire businesses

Owners of AI-run firms would evade liability for reckless AI, US Rep. Comer says.

Anthropic IPO warns its AI could blackmail people, become sentient, end humanity

Seven potential AI nightmares pulled from Anthropics 93-page Risk Factor tome.

Vibe genes? Natural(ish) language comes to protein, genome design software

You can apparently now tell AI tools what sort of protein you want them to make.

DeepMind unveils Genie 4 world model promising more realistic physics and humans

Genie 4 will roll out to developers and Google AI Ultra subscribers soon.

Apple releases iOS and macOS 27.2 with new Siri AI features, new Music logo

Included is the ability to limit which applications Siri can directly access.

ICE plan to buy robot dogs spurs protest from hundreds of Boston Dynamics employees

US robotics company stands by ICE deal as more than 300 employees warn of risk.

Highway thieves are spoofing GPS to steal millions in data center-bound cargo

Investigators explain how highway thieves stole $100M in data center equipment.

Tesla gave up the EV crown. Now it wants to win the autonomy race.

Tesla hopes autonomy subscriptions can deliver the margins car sales cannot.

Updated Google privacy policy says your Gmail might be used for advertising

Turning on Personal Intelligence gives the company more data for ad targeting.

Intel gets waiver after worries fuzzy US ban on foreign-made robots may hit fabs

Company says foreign-made robotic vehicles are crucial to US chip production.

Hackers got a four-day head start on epic PHP2Shell vulnerability

Hackers were already probing the bug before defenders were told it existed.

The new human-crafted Apple Music brand matters in an AI world

Opinion: In a world of AI slop, showing the human hands making things helps.

OpenAIs latest AI models are coming to Google Cloud and Antigravity

Google Cloud will have GPT 6.1 Astra, Sol, and Luna in the coming weeks.

Judge rejects Trumps wild claim EPA can dismiss data center pollution lawsuits

Trumps EPA cant unilaterally dismiss SpaceXAI pollution lawsuit, court rules.

The $15 billion ad-powered AI startup your doctor may already be using

OpenEvidence is booming despite questions about accuracy and ads.

Meta drops the word train from its commercial TOS after AI backlash

Meta changes AI scraping policy but wont add language respecting robots.txt.

Geminis Personal Intelligence is coming to cars

Its probably time to audit your Gemini settings.

Ukraines drone rescue of wounded soldier puts much touted idea into practice

Ukraines latest drone innovation may boost bleak odds of evacuating casualties.

Which Agent Causes Task Failures and When?Researchers from PSU and Duke explores automated failure attribution of LLM Multi-Agent Systems

In recent years, LLM Multi-Agent systems have garnered widespread attention for their collaborative approach to solving complex problems. However, its a common scenario for these systems to fail at a task despite a flurry of activity.

ByteDance Introduces Astra: A Dual-Model Architecture for Autonomous Robot Navigation

ByteDance introduces Astra, an innovative dual-model architecture revolutionizing robot navigation in complex indoor environments.

MIT Researchers Unveil SEAL: A New Step Towards Self-Improving AI

MIT introduces SEAL, a framework enabling large language models to self-edit and update their weights via reinforcement learning.

Researchers from PSU and Duke introduce Multi-Agent Systems Automated Failure Attribution

Automated failure attribution is a crucial component in the development lifecycle of Multi-Agent systems. It has the potential to transform the challenge of identifying what went wrong and who is to blame from a perplexing mystery into a quantifiable and analyzable problem

Adobe Research Unlocking Long-Term Memory in Video World Models with State-Space Models

By combining State-Space Models (SSMs) for efficient long-range dependency modeling with dense local attention for coherence, and using training strategies like diffusion forcing and frame local attention, researchers from Adobe Research successfully overcome the long-standing ch...

Zhipu.AIs Open-Source Power Play: Blazing-Fast GLM Models & Global Expansion Ahead of Potential IPO

Zhipu.AI open-sources faster GLM models (8x speedup), launches Z.ai, aiming for global expansion, potentially ahead of IPO.

AI Video Generation Race Shifts from Capability to Profitability, Challenging Soras Dominance

The AI video generation landscape is shifting from capability to profitability, challenging OpenAI Soras dominance. Competitors are surpassing Sora in quality and efficiency, with users preferring alternatives. The focus is now on improvements like precise control and style custo...

Nvidia Intensifies Robot Push with New Humanoid Platform as Industry Giants Eye Lucrative Future

Nvidia will launch Jetson Thor for humanoid robots in H1 2025, entering a growing market where Google is also active. The robotics sector is projected for substantial growth. Nvidia offers integrated hardware and software solutions. Simultaneously, Chinas rapidly developing domes...

Automating Artificial Life Discovery: The Power of Foundation Models

A research team introduces Automated Search for Artificial Life (ASAL). This novel framework leverages vision-language FMs to automate and enhance the discovery process in ALife research.

Llama 3 Meets MoE: Pioneering Low-Cost High-Performance AI

Researchers from the University of Texas at Austin and NVIDIA proposes upcycling approach, an innovative training recipe enables the development of an 8-Expert Top-2 MoE model using Llama 3-8B with less than 1% of the compute typically required for pre-training.

DeepMinds JetFormer: Unified Multimodal Models Without Modelling Constraints

A DeepMind research team introduces JetFormer, a Transformer designed to directly model raw data. This model maximizes the likelihood of raw data without depending on any pre-trained components, and is capable of both understanding and generating text and images seamlessly.

NVIDIAs nGPT: Revolutionizing Transformers with Hypersphere Representation

An NVIDIA research team proposes the normalized Transformer, which consolidates key findings in Transformer research under a unified framework, offering faster learning and reduced training steps-by factors ranging from 4 to 20 depending on sequence length.

From Token to Conceptual: Meta introduces Large Concept Models in Multilingual AI

A research team at Meta introduces the Large Concept Model (LCM), a novel architecture that processes input at a higher semantic level. This shift allows the LCM to achieve remarkable zero-shot generalization across languages, outperforming existing LLMs of comparable size.

NVIDIAs Hybrid: Combining Attention and State Space Models for Breakthrough Performance of Small Language Models

An NVIDIA research team proposes Hymba, a family of small language models that blend transformer attention with state space models, which outperforms the Llama-3.2-3B model with a 1.32% higher average accuracy, while reducing cache size by 11.67x and increasing throughput by 3.49...

From Response to Query: The Power of Reverse Thinking in Language Models

In a new paper Time-Reversal Provides Unsupervised Feedback to LLMs, a research team from Google DeepMind and Indian Institute of Science proposes Time Reversed Language Models (TRLMs), a framework that allows LLMs to reason in reverse-scoring and generating content in a manner o...

Yann LeCun Teams New Research: Revolutionizing Visual Navigation with Navigation World Models

In a new paper Navigation World Models, a research team from Meta, New York University and Berkeley AI Research proposes a Navigation World Model (NWM), a controllable video generation model that enables agents to simulate potential navigation plans and assess their feasibility b...

The Future of Vision AI: How Apples AIMV2 Leverages Images and Text to Lead the Pack

An Apple research team introduces AIMV2, a family of vision encoders that is designed to predict both image patches and text tokens within a unified sequence. This combined objective enables the model to excel in a range of tasks, such as image recognition, visual grounding, and ...

Redefining Music AI: The Power of Sonys SoniDo as a Versatile Foundation Model

In a new paper Music Foundation Model as Generic Booster for Music Downstream Tasks, a Sony research team presents SoniDo, a groundbreaking music foundation model that offers robust framework for improving the effectiveness and accessibility of music processing.

DeepMinds Socratic Learning with Language Games: The Path to Self-Improving Superintelligence

Researchers from Google DeepMind introduce the concept of Socratic learning. This refers to a form of recursive self-improvement in artificial intelligence that significantly enhances performance beyond the initial data or knowledge available to the system, as well as a practical...