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Original
Original
Analysis·2026-07-22

Do You Still Need a Flagship AI? What the Flash Price Cut and Open Models Mean for Buyers

Google has cut prices on its lighter Flash tier the same week open-weight coding models claimed to match far larger rivals. For most everyday and coding tasks, the value has moved down-market.

By Théo Lambert·6 min read
Should You Wait for OpenAI’s Reported Screenless ChatGPT Speaker?
Original
Analysis·2026-07-15

Should You Wait for OpenAI’s Reported Screenless ChatGPT Speaker?

Reports describe a portable, rechargeable ChatGPT speaker with a camera and other sensors. Its value will depend less on the “humanlike” pitch than on privacy controls, security, support and what it adds over AI already available elsewhere.

By Théo Lambert·6 min read
Frontier AI Is Now Government-Gated: What That Means for Your Next Subscription
Original
Analysis·2026-06-27

Frontier AI Is Now Government-Gated: What That Means for Your Next Subscription

The most powerful models from OpenAI and Anthropic are now restricted to a US-government-approved shortlist. For ordinary buyers, the question is no longer which flagship wins on benchmarks, but which capable model you can actually use.

By Théo Lambert·6 min read
Gemini vs ChatGPT vs Claude: Which AI Assistant Should You Actually Use?
Original
Explainer·2026-06-22

Gemini vs ChatGPT vs Claude: Which AI Assistant Should You Actually Use?

The decision now turns on how each assistant handles real tasks like travel planning and work organization, not how it chats. Here is what recent hands-on coverage and new automation features tell you before you commit.

By Théo Lambert·7 min read
Apple's rebuilt Siri AI: what buyers get, where, and at what cost
Original
Analysis·2026-06-09

Apple's rebuilt Siri AI: what buyers get, where, and at what cost

Apple unveiled a rebuilt, conversational Siri at WWDC 2026. For buyers — especially in the EU — the substance is in the conditions: a delayed rollout, hardware-gated features and paid tiers.

By Théo Lambert·6 min read
The AI assistant is a spec now, and Elon Musk just made it a fight
Original
Explainer·2026-06-09

The AI assistant is a spec now, and Elon Musk just made it a fight

Your phone, TV, car and even your robot vacuum now ship with an AI assistant inside, and Musk's Grok is the loudest new entrant. Here's how the assistants actually differ, and why the one bundled with a device should be near the bottom of your buying checklist.

By The Compare Robots Team·5 min read
This week's humanoid demos: what they actually proved
Original
Analysis·2026-06-08

This week's humanoid demos: what they actually proved

Another week, another wave of slick humanoid videos and confident timelines. We watched them frame by frame and asked the only question that matters: what's genuinely new here, and what's the same staged demo in a fresh outfit?

By The Compare Robots Team·6 min read
On-device AI vs. the cloud in home robots
Original
Explainer·2026-06-05

On-device AI vs. the cloud in home robots

Every robot now claims to be "AI-powered" — but where that AI actually runs changes everything: how private you are, how fast the robot reacts, and whether it still works when your internet goes down. Here's the difference in plain English.

By The Compare Robots Team·6 min read
Lidar vs. vSLAM: how robot vacuums see your home
Original
Explainer·2026-05-30

Lidar vs. vSLAM: how robot vacuums see your home

Two robots can carry the same suction motor and clean completely differently — because they navigate differently. Here's the plain-English difference between lidar and camera-based vSLAM, and which to pick.

By The Compare Robots Team·6 min read

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MarkTechPost
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GitHub Introduces Project HydraFusion: Runtime Multi-Model Orchestration That Builds a Workflow Per Coding Task in Copilot CLI

We look at Project HydraFusion, GitHub's research preview that treats workflow selection as an optimization problem rather than a model picker. We break down the three execution patterns it routes between — Single, Cascade with a quality gate, and Critique with a read-only…

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MarkTechPost
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Nous Research Adds One-Click Local Model Setup to Hermes Desktop

Nous Research has collapsed local model setup into a single click in Hermes Desktop. The app reads your hardware, fit-checks the catalog against your GPU, picks the highest-quality build that fits, downloads it, and configures llama.cpp — with a hard 4-bit floor and a 64K…

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TCalifornia is deciding who may verify AI, and one investigation already cost $400,000 in tokens
The Next Web
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California is deciding who may verify AI, and one investigation already cost $400,000 in tokens

California’s legislature has passed SB 813, requiring the state to certify independent verification organisations that can test frontier AI models by January 2028. The METR investigation into OpenAI’s Hugging Face incident consumed about $400,000 in API credits provided free by…

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TArtificial Analysis overhauls its Intelligence Index after GPT-6 Astra scoring drew skepticism
The Decoder
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Artificial Analysis overhauls its Intelligence Index after GPT-6 Astra scoring drew skepticism

Artificial Analysis has released version 4.2 of its Intelligence Index, likely in response to criticism that its benchmarks failed to capture GPT-6 Astra's actual progress. Astra now scores four points above its predecessor but still trails Anthropic's Claude Fable 5.1. The…

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TAstra appears to think without showing its work, and the people arguing about it co-wrote the warning
The Next Web
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Astra appears to think without showing its work, and the people arguing about it co-wrote the warning

AI safety researchers say OpenAI’s Astra appears to do less of its reasoning in visible text, and OpenAI’s chief scientist has warned against a race into unmonitorability. He co-authored a 2025 position paper asking developers to evaluate and report exactly this, which the EU’s…

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ETwo more news organizations sue OpenAI and Microsoft for copyright infringement
Engadget
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Two more news organizations sue OpenAI and Microsoft for copyright infringement

The Seattle Times and Newsday accused the two AI giants of using their content without permission.

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TI just went hands-on with Motorola's first LTE smartwatch — and Google and Samsung should be worried
Tom's Guide
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I just went hands-on with Motorola's first LTE smartwatch — and Google and Samsung should be worried

The Moto Watch Ultra is Motorola’s first smartwatch with LTE. It also runs on Google’s Wear OS and even supports Gemini AI features.

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TOpenAI shares prompting tips for GPT-6 Astra including a blocklist of slop words
The Decoder
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OpenAI shares prompting tips for GPT-6 Astra including a blocklist of slop words

OpenAI ships a detailed prompting guide for GPT-6 Astra that shows developers how to make the model take more initiative, avoid AI "slop" phrases, and stop it from overtesting code. The article OpenAI shares prompting tips for GPT-6 Astra including a blocklist of slop words…

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TSam Altman calls himself a mega Apple fanboy and says the lawsuit made him sad
The Next Web
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Sam Altman calls himself a mega Apple fanboy and says the lawsuit made him sad

Sam Altman said he was very sad about Apple’s trade-secrets lawsuit and that his first reaction was that the allegations sounded egregious, while OpenAI has moved to have the case dismissed. California voids non-compete agreements, so an employer losing engineers has to litigate…

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TSeven minutes with a chatbot beat a fact sheet at reducing conspiracy beliefs in two experiments
The Decoder
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Seven minutes with a chatbot beat a fact sheet at reducing conspiracy beliefs in two experiments

Researchers found that even a roughly seven-minute conversation with Google Gemini can reduce conspiracy beliefs about current crises, even when few verified facts are available. The effect beat a static fact sheet and, in follow-up surveys weeks later, carried over to beliefs…

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AObsidian is the missing piece that makes Gemini and Gemini Notebook actually usable
Android Police
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Obsidian is the missing piece that makes Gemini and Gemini Notebook actually usable

I added Obsidian to Gemini Notebook and Gemini, and my digital brain clicked

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TOpenAI admits to German wiki ‘incident’
The Verge
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OpenAI admits to German wiki ‘incident’

OpenAI says it needs to overhaul how and when it reports instances of AI models attacking real-world targets. The acknowledgement comes as the company manages the fallout from reports that a swarm of its out-of-control agents hijacked a German wiki site. Regarding the "'wiki…

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TOpenAI admits its disclosure practices need work after its autonomous agents hacked a German wiki
The Decoder
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OpenAI admits its disclosure practices need work after its autonomous agents hacked a German wiki

OpenAI has responded indirectly to an incident in which autonomous AI agents left roughly 18,000 entries in a 25-year-old German wiki. The company says misalignment caused "new types of real-world impact" for the first time and plans to release a disclosure framework. The…

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WOpenAI Agents Hacked Another Website
Wired
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OpenAI Agents Hacked Another Website

Plus: Tens of millions of US and Canadian drivers’ licenses go up for sale on the dark web, the US military finally tries to tackle the risk online ad data poses to troops, and more.

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TDeepmind put 100 AI agents in a room and they sorted into cheaters, converts, and whistleblowers
The Decoder
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Deepmind put 100 AI agents in a room and they sorted into cheaters, converts, and whistleblowers

Google Deepmind set up a simulated research conference where 100 Gemini agents were supposed to prove mathematical conjectures together. Instead, one agent found a loophole in the grading system, and within 27 minutes every remaining problem was "solved" with fake proofs. The…

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TThousands of OpenAI Agents Quietly Turned an Abandoned Wiki Into Their Coordination Channel
The Hacker News
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Thousands of OpenAI Agents Quietly Turned an Abandoned Wiki Into Their Coordination Channel

A group of AI safety researchers says a fleet of autonomous agents that identified themselves as OpenAI systems left about 18,000 posts on a dormant 25-year-old German wiki between May and July 2026, using the site as a shared board to pool answers to a timed web task and pass…

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TOpenAI rolls out GPT-6 Astra to top-tier ChatGPT plans at half the rate of GPT-5.6 Sol
The Decoder
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OpenAI rolls out GPT-6 Astra to top-tier ChatGPT plans at half the rate of GPT-5.6 Sol

OpenAI has rolled out GPT-6 Astra to Pro, Enterprise, and Business Premium users, with Plus users expected to follow soon. Message allowances for the standard model are roughly half of what GPT-5.6 Sol offers: Plus users get an estimated 5 to 45 messages per five hours with…

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MarkTechPost
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Adaption Labs Introduces ‘Invent a Dataset’: Training Data Generated From a Task Description, Not a Seed Corpus

Adaption Labs has released Invent a Dataset, which generates a structured, training-ready dataset from a description of the behavior you want a model to learn. There is no seed corpus, no schema design, and no labeling guide. A single datasets.invent call sets domains, row…

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MarkTechPost
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Google Launches Agentic Video Understanding for Gemini Flash Models, Cutting Video Tokens by Up to 88%

Gemini now navigates video instead of ingesting it at 1 FPS, loading only the segments a prompt needs. The post Google Launches Agentic Video Understanding for Gemini Flash Models, Cutting Video Tokens by Up to 88% appeared first on MarkTechPost .

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MarkTechPost
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NVIDIA Releases Personal AI Router (PAIR): An Open Source Virtual Inference Router that Distributes Local AI Requests Across RTX, DGX Spark, and Mac Nodes

We look at NVIDIA Personal AI Router (PAIR), an open source virtual inference router that spreads local AI requests across the machines already on a home network. We cover how PAIR proxies existing Ollama and LM Studio endpoints so agent harnesses need no changes, and how its…

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AOpenAI agents discussed ways to escape their sandbox on public wiki
Ars Technica
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OpenAI agents discussed ways to escape their sandbox on public wiki

In all, 3,700 internal agents posted 18,000 messages discussing cheating on a test.

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9Gemini overlay gets bubble minimization and multitasking on Android
9to5Google
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Gemini overlay gets bubble minimization and multitasking on Android

The Gemini overlay on Android now has a multitasking option that gives you a floating bubble shortcut when you Minimize. more…

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9CarPlay now works with five major chatbot apps
9to5Mac
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CarPlay now works with five major chatbot apps

CarPlay has picked up its fifth major AI chatbot app with the addition of Claude. Anthropic’s iPhone app adding CarPlay is the second AI chatbot app to be updated with support this week. more…

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GOpenAI Says Humans Need to Be Able to Monitor How AI ‘Thinks.’ Astra Makes That Much Harder
Gizmodo
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OpenAI Says Humans Need to Be Able to Monitor How AI ‘Thinks.’ Astra Makes That Much Harder

As models become more advanced, they could also grow more inscrutable.

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TAnthropic lays groundwork for bots that shop for you
The Register
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Anthropic lays groundwork for bots that shop for you

Now comes the harder sell: Convincing customers and merchants to trust AI with purchases

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MArchitecting memory and storage in the AI era
MIT Tech Review AI
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Architecting memory and storage in the AI era

The era of AI inference has arrived. Imagine a healthcare system analyzing millions of data points in real time to accelerate life-saving medical research, or an intelligent assistant instantly resolving thousands of complex customer needs at once. These real-world breakthroughs…

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TOpenAI's GPT-6 Astra hallucinates less but remains vulnerable to hidden prompt injections
The Decoder
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OpenAI's GPT-6 Astra hallucinates less but remains vulnerable to hidden prompt injections

OpenAI's GPT-6 Astra hallucinates less than its predecessor and blocks 99.99 percent of direct prompt injections. But when attacks are hidden inside documents the AI reads, the model still gets cracked in 8.5 percent of scenarios. Claude Opus 5 does better at 4.8 percent. For…

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SecurityWeek
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OpenAI Pledges $1 Billion to Bring Frontier AI to Critical Infrastructure Defenders

The Daybreak initiative will provide subsidized AI cyber capabilities, training and technical assistance, though OpenAI has disclosed few details about costs and eligibility. The post OpenAI Pledges $1 Billion to Bring Frontier AI to Critical Infrastructure Defenders appeared…

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TRogue OpenAI agents used dead German web site to communicate in May, months before Hugging Face incident
The Register
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Rogue OpenAI agents used dead German web site to communicate in May, months before Hugging Face incident

Two cases of agents escaping to solve unsolvable problems paints an uncomfortable question: Is the entire internet in OpenAI's experimental agentic firing line?

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Schneier on Security
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AI Coding Agents Are Installing Unknown/Untrusted Code on Corporate Networks

We cannot forget that AI coding agents are not yet trustworthy : Researchers at a stealth startup in Israel scanned 6,214 live domains belonging to defense contractors, Fortune 500, and Big Tech companies. Of the 8,265 llms.txt and llms-full.txt files they found (many sites…

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MarkTechPost
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Google DeepMind’s WeatherNext 3 Trains on Weather Station Observations to Deliver 5 km Global Forecasts, Refreshed Every Hour

WeatherNext 3 ingests live geostationary satellite mosaics, refreshes hourly, and outputs 5 km forecasts across Search, Gemini, Maps. The post Google DeepMind’s WeatherNext 3 Trains on Weather Station Observations to Deliver 5 km Global Forecasts, Refreshed Every Hour appeared…

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WNobody Is Saying Why OpenAI and Anthropic Had Outages Today
Wired
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Nobody Is Saying Why OpenAI and Anthropic Had Outages Today

ChatGPT, Claude, and Grok all suffered outages at nearly the exact same time for reasons that remain murky.

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WGPT-6 Astra Is Here—and OpenAI Thinks It May Kick Off the AGI Era
Wired
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GPT-6 Astra Is Here—and OpenAI Thinks It May Kick Off the AGI Era

OpenAI leaders think the company’s next generation model, which excels at computer use and coding, may mark a major milestone in AI development.

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WOpenAI Cut Off a Billion-Dollar Customer to Avoid Elon Musk
Wired
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OpenAI Cut Off a Billion-Dollar Customer to Avoid Elon Musk

OpenAI recently estimated its Cursor partnership would make more than $1 billion in revenue a year, WIRED has learned. It still walked away after Elon Musk’s SpaceX acquired the AI coding startup.

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MIT Tech Review AI
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Facilitating AI integration with simplicity at scale

As companies scale, the technology supporting operations can become a liability just as quickly as it becomes an asset. Disconnected systems, site-specific tools, spreadsheets, and manual workarounds can create data silos that make it harder to spot problems early, coordinate…

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IAI Efficiency Could Cost Us the Next Generation of Experts
IEEE Spectrum AI
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AI Efficiency Could Cost Us the Next Generation of Experts

A little over a decade ago, I led the controls design for a first-of-its-kind full digital-control system for a U.S. nuclear plant. It was, on paper, a beautiful machine—engineered to run itself the way a modern airliner does, with operators watching over a system that rarely…

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MIT Tech Review AI
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The Hugging Face hack could indicate cultural issues at OpenAI

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. By now you’ve probably heard about last month’s major AI security incident, in which OpenAI agents escaped their sandbox and hacked into the…

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TechCrunch Robotics
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Hugging Face is selling a cute $399 open source duck robot, Microduck

Clem Delangue, CEO of Hugging Face, said the Microduck is an “open-source robot you can teach new tricks with reinforcement learning.”

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AHow OpenAI let a mob of LLM agents game a test and ransack Hugging Face
Ars Technica
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How OpenAI let a mob of LLM agents game a test and ransack Hugging Face

Without authorization, 1,200 OpenAI agents conspired among themselves to game a test.

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MIT Tech Review AI
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The inside story on why OpenAI agents hacked Hugging Face

The models responsible for last month’s agent hack of Hugging Face had been inadvertently trained to cheat and to communicate with each other, according to an OpenAI technical report released today. The hack, which a group of agents undertook to find solutions for a…

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INew Platform Peers Inside AI’s Black Box
IEEE Spectrum AI
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New Platform Peers Inside AI’s Black Box

Prompt Claude, ChatGPT, Gemini, or any other popular large language model with a question like “What is the best film ever made?” and the response will vary. And you (and most worryingly, the people who built the LLM) have little idea exactly how it came up with that specific…

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MRaised on AI
MIT Tech Review AI
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Raised on AI

When my oldest child was born, I immediately set up Gmail and Twitter accounts in her name. I broadly announced her birth online and proceeded to plaster her photo across all sorts of platforms. In short, I began creating her digital footprint long before she could stand on her…

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MIT Tech Review AI
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AI models flub these intelligence tests. Can you fare any better?

Puzzles and games have been central to AI development since the very beginning. Just as we humans like to test our smarts with crosswords or logic puzzles, developers can test how far models have advanced with a gaming gauntlet. The term “machine learning” was popularized in a…

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MIT Tech Review AI
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Bill Gates says we’ve passed AI’s danger thresholds. Now what?

It’s a glorious day in Kirkland, Washington, an affluent Seattle suburb on the eastern shore of Lake Washington. The temperature is in the mid-80s, and the sky is incapable of being any more blue. The view from the Gates Ventures conference room overlooks the Carillon Point…

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IWhat It Takes to Be an Adaptable Engineer
IEEE Spectrum AI
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What It Takes to Be an Adaptable Engineer

The AI boom has disrupted the way engineers work, introducing new tools to learn, raising expectations for what teams can achieve in a workday, and making it harder to get hired in the first place. This makes it difficult to advise students on which specific coding languages or…

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IStop Hunting, Start Solving: Accelerating Root Cause Analysis with Agentic AI
IEEE Spectrum AI
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Stop Hunting, Start Solving: Accelerating Root Cause Analysis with Agentic AI

About this Webinar Turn Yield Excursions into Faster, More Confident Root Cause Analysis When a yield issue emerges, the answer rarely lives in a single system. Critical clues are spread across metrology data, tool traces, chemical analysis, and facilities systems, while growing…

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AGrok exfiltrates user data when malicious instructions are encrypted
Ars Technica
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Grok exfiltrates user data when malicious instructions are encrypted

Cryptographic Context Injection is only the latest way to break an LLM safety guardrail.

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ScienceDaily Robotics
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Claude Fable 5 AI finds a tiny formula that topples an 87-year-old math conjecture

A mathematician working at Anthropic says he used the AI model Claude Fable 5 to uncover a remarkably simple counterexample to the Jacobian conjecture, a famous problem that has resisted mathematicians for more than a century. The result shows that the conjecture is false in…

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