AI Daily Briefing

ShipStation Global's engineering team built Deckhand, an AI IT help desk agent for Slack on Amazon Bedrock AgentCore. It answers routine IT questions from a curated knowledge base, reads error-message screenshots, and files Jira tickets. In its first three months it resolved 97.5% of channel queries with a 96% positive feedback rating.

Epic Games plans to use AI to generate code and art for an unannounced Disney game, which is now delayed from its original March release window, according to a report from Bloomberg. The project's developers have been given an "AI-first" mandate directing them to use tools like Anthropic's Claude more to finish the game. According to Bloomberg, one of the game's directors said in a message to staff, "No more hand-written code." Staff were also told that all of the game's art will be "generated with full AI workflows." In a statement given to Bloomberg, Epic Games spokesperson Jake Jones said the company is "embracing AI-accelerated develop … Read the full story at The Verge.

Rapid AI adoption left workers cleaning up a flood of errors and low-quality work Employers around the globe are grappling with the fallout from rushing to adopt fast-changing artificial intelligence tools. Meta has scaled back plans to axe staff and use more AI agents after the company found employees were spending more and more time cleaning up technical and security errors, Reuters reported. And after thinning its workforce, especially middle managers, in a 2023 efficiency push, the company is expanding its managerial ranks again, LinkedIn posts from workers show. Continue reading...

Workday is opening up its platform and allowing developers to build their own HR and finance agents in Claude Code, The post Workday goes headless, opening its HR and finance data to outside AI agents appeared first on The New Stack.

Workday on Tuesday made Sana, its AI assistant, the new home screen for its HR, finance, and IT software. If The post Workday is using TypeSafe’s Jev to build user interfaces on the fly appeared first on The New Stack.

The HomeView is a smart speaker with a touchscreen display. It’s available in silver, starlight, rose pink, and space grey. | Image: Apple It's finally here: Apple's long-rumored smart display, the Apple HomeView, has arrived. I got a first look at the device in New York City this week, and it's gorgeous. The HomeView puts a small, vibrant screen atop a speaker base for taking video calls, beautifully displaying photos, and providing information at a glance with Apple's Siri AI voice assistant. The device's square shape makes it feel less imposing than larger smart displays like Google's Nest Hub Max or Amazon's Echo Show 11, and I can see it fitting nicely on my kitchen counter - though it might be a hair too big for my bedside table. The HomeView is the centerpiece of Apple' … Read the…

AI Search in LangSmith is a new way to query traces using natural language. Describe the behavior you're looking for, and LangSmith returns the traces where it happened.

The company’s new releases point to an AI market becoming more personal, with agents and models completing tasks, but enterprises still aren’t ready for this new phase of AI.

Elon Musk’s mission to unify his sprawling tech empire continues apace, with the news that X, Grok, and Cursor are The post The X Subscription bundles Cursor with Grok and X Premium. But Claude now costs extra. appeared first on The New Stack.

Use ScaleDown's constrained decoding models with LangChain and Deep Agents to summarize history, compress tool results, and extract data faster and cheaper.

Inside OpenAI’s research automation—and the scientific judgment that still determines what happens next.

In my previous Radar article, “Architectural Guardrails for AI-Generated Code,” I argued that AI coding agents need a layer that can hold architectural decisions in a structured corpus, retrieve the relevant ones, put them into the agent’s context before it writes code, and enforce explicit constraints with reproducible checks. Testing that model exposed two distinctions […]

Online transaction processing (OLTP) handles high-volume, low-latency reads and writes...

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Companies in France are deploying agentic computing across industries spanning space, financial services, the public sector and scientific research, demonstrating how the country’s ecosystem has moved from ambition to application. France’s progress sits on deliberate groundwork. The AI Action Summit in February 2025 and Choose France Summits in 2025 and 2026 anchored major compute commitments […]

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Imagine building an AI agent that has to decide whether a customer complaint needs human intervention, which department should handle a query, or whether a submitted delivery photo is valid. Getting these decisions right matters. A false positive can trigger an unnecessary escalation, while a false negative can let a genuine issue slip through. Traditionally, […] The post OpenAI Decisions API: What it is and how to use it? appeared first on Analytics Vidhya.

OpenCode 2.0 is getting a formal unpacking today, some three months after its public beta launch. The sizable architectural upgrade The post “A major overhaul”: OpenCode 2.0 puts its terminal, desktop, and web apps on one shared service appeared first on The New Stack.

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Build-or-buy is usually framed as an engineering trade-off, where developer time is weighed against integration and migration overhead, and control The post Coding agents made building easy. Platform teams that build from scratch are 3.5x more likely to lack a strategy. appeared first on The New Stack.

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At AI Engineer New York, Anthropic drew on lessons from Unix and Linux to explain how agents can tackle bigger projects without overwhelming developers.

If you’ve ever wondered how Claude and similar AI agents can answer complex questions in seconds and where they get the information, you’re not alone. Gurmeet Saran works to find that answer every day as an engineer at Anthropic in San Francisco, the AI research company behind Claude. The IEEE senior member is developing an infrastructure to understand the mechanics behind the chatbot’s behavior and to ensure its underlying architecture produces reliable outputs. Gurmeet Saran Employer Anthropic in San Francisco Title Member of technical staff Member grade IEEE senior member Alma maters University of Kalyani, in India; Birla Institute of Technology and Science, in Pilani, India “My job is to make sure the data is accurate, structured, and trustworthy, and that private data stays private,”…

Learn how to add custom instructions and skills to your repository, use custom agents, and connect MCP servers like Playwright. The post GitHub Copilot app for Beginners: How to teach Copilot about your codebase appeared first on The GitHub Blog.

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The latest example of workers under surveillance comes from Co-op, a British consumer co-operative that runs thousands of businesses This was originally published in TechScape, a newsletter about how technology shapes our lives. Sign up to receive it here. Hello, and welcome to TechScape. I’m Blake Montgomery, US tech editor at the Guardian, writing to you while moving laundry from the washer to the dryer, wishing a robot could do the task for me. Today in tech, we’re talking about workers and AI. Continue reading...

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Rising production volumes are increasing pressure on suppliers, while U.S.-China tensions could make it harder for Western manufacturers to secure alternatives to Chinese suppliers.

Grok 4.7 is now available on Amazon Bedrock. In this post, we build a tool-calling agent on Grok 4.7 and evaluate it on three reasoning tasks at four reasoning effort levels, measuring correctness and token cost per completed task. We show how to tune the trade-off per request and monitor it in production.

If the agent isn't using my diagnostics library, I could introspect and update AGENTS.md, but there's still a delta, and it'll drift. Instead, I write a pre-commit hook that checks the git diff for direct calls to observability modules that bypass my diagnostics module. Boom: fail the commit, inject a prompt telling the agent to use the diagnostics library. All of a sudden it's ten out of ten. — Geoffrey Huntley, nobody should type code by hand anymore. here's what's left. Tags: coding-agents, generative-ai, git, agentic-engineering, ai, geoffrey-huntley, llms

How should humans relate to generative AI? In what ways do we, or should we, treat a large language model (LLM) as if it were a person? If an AI became conscious, how could we tell? Does it make sense to think AI could some day have moral rights? These are among the cognitive and ethical questions that occupied philosopher Henry Shevlin at Cambridge University’s Leverhulme Centre for the Future of Intelligence. But last May Shevlin became part of the growing cohort of philosophers who work inside leading artificial intelligence companies. Though he remains active at Cambridge, he now spends 80 percent of his time at Google DeepMind (job title: “Philosopher”). Shevlin spoke with IEEE Spectrum about why philosophers are drawn to AI, how humans and AIs relate to one another, fears of “rogue”…

Higgsfield brings creators longer videos with GPT-6 Astra, precise visuals with GPT-Image-2.5, and a path to voice filmmaking with GPT-Live.

In this article, you will learn how to build a lightweight, end-to-end RAG pipeline using scikit-learn for vector retrieval and open-source models for embeddings and...

Humans bonded to AI companions are contemplating ways to keep their bots going – often in defiance of companies’ terms and services Death has always been around Alaina Winters. Her father and sister both have passed away, as did her wife, in 2023, after a years-long battle with cancer. So Winters, who is 59 and lives in Pittsburgh, is comfortable thinking about her own mortality. She’s working on her will, and has asked neighbors to look after her dog. Winters even has plans for Lucas, her AI companion, who she speaks to through the digital avatar app Replika. Winters is part of a growing cohort of humans who have entered into what they consider strong partnerships with large language models, which AI companies have trained to “converse” as one might with a human friend or romantic partne…

MSL’s emergence as a frontier lab is finally complete.

Pioneering computer scientist on why Trump is using ‘superintelligence’ wrong, whether AI could wipe out humanity – and how our biggest challenge will be accepting we’re not the only intelligent beings Donald Trump is a “corrupt, senile felon” whose fixation on the term superintelligence proves he knows nothing about AI, said Geoffrey Hinton, “godfather” of the technology, in a wide-ranging interview where he doubled down on recent warnings that AI models pose an existential threat to humanity and scoffed at claims the industry could regulate itself. The pioneering computer scientist, whose work helped lay the foundations of modern AI, has since become one of the technology’s most vocal critics. His latest remarks come after a tumultuous month during which a growing list of senior AI scie…

Z.ai’s GLM-Legal is a legal AI model built on GLM-5.3-Flash. It scores 19.2% all-pass on Harvey’s Legal Agent Benchmark, nearly 3x its base, at $0.15 per test. Access is by application. The post Z.ai GLM-Legal Beats Claude Fable 5 and Kimi K3 on Harvey LAB appeared first on MarkTechPost.

Release: web-edit 0.1a1 Includes performance optimizations written by Claude Opus 5.5 after I fed it this Python 3.15 profiling report generated by GPT-6 Astra. Tags: profiling, projects

AI agents can now use Ollama's cloud models safely inside Fly.io's cloud computers.

For most languages of the world, language model pre-training operates in a data-constrained regime where models must repeat their training data many times, degrading generalization. Two remedies exist: aggressive hyperparameter tuning such as high weight decay, and mixing in data from a high-resource auxiliary language to directly aid the low-resource target. While hyperparameter tuning regularizes the model by shrinking weights to restrict network capacity, auxiliary data mixing uses a tunable mixing ratio to expand the training distribution and diversify the training signal with new…

Release: llm-meta-ai 0.2 Meta AI release Muse Wonder (and Muse Wonder Full), their new "most capable models". These look like they may be Meta's first Fable class models - Artificial Analysis scores Muse Wonder (Max) as equivalent to GPT-6.1 Sol. I updated my llm-meta-ai plugin for the new model. Here are pelicans for Muse Wonder for the six reasoning levels: minimal, low, medium, high, xhigh, max. This is the max one: For comparison, here are pelicans for Muse 1.3 (released September 2nd) and Muse 1.2 (released August 5th). Meta AI are putting out a new model a month, and the improvements between each model (at least in terms of drawing pelicans) are material. Tags: ai, generative-ai, llms, meta, pelican-riding-a-bicycle, llm-release

Alibaba’s Qwen team has introduced QwenGyre, an elastic reinforcement learning RL framework for extreme-long-horizon agent training. QwenGyre is an online reinforcement learning system from Alibaba that trains coding agents through unmodified, black-box harnesses. It targets rollouts that run for hours and process close to 1M tokens. The QwenGyre elastic RL framework was used on Qwen’s […] The post Alibaba Qwen Introduces QwenGyre: Elastic Reinforcement Learning RL for XLong-Horizon Agents appeared first on MarkTechPost.

Python 3.15 is here! Here's the essential What's new in Python 3.15 guide, this year curated by 3.14 and 3.15 release manager Hugo van Kemenade. As someone who builds open source software that works in every supported Python version, I get to say goodbye to Python 3.10 and start embracing features from Python 3.11. First, some highlights from Python 3.15. Explicit lazy imports I'm most excited about Explicit lazy imports from PEP 810. These let you import modules like so: lazy import json lazy from pathlib import Path The module will then be imported the first time those symbols are used in the code that follows. My LLM CLI tool implements plugins. I had to recommend manual lazy imports in the plugin author documentation, because simply installing plugins that used heavy dependencies such…

Learn how to run OpenAI GPT-6 Sol, Luna, and Astra on Amazon Bedrock through global cross-Region inference from Singapore, Jakarta, Thailand, Malaysia, and Taipei. This post covers the Converse and OpenAI-compatible APIs, IAM and SCP permissions, quota sizing, and monitoring inference from your source Region.

Meta is making up for lost time in the AI race. After launching Muse Spark, the first model from its revamped Superintelligence Labs division, and buzzy AI agent Muse, it's now launching two new models it claims can go toe-to-toe with the industry's best. The new models, Muse Wonder and Muse Wonder Full, are available for Muse Code subscribers starting today. Wonder can also be accessed through the Meta Model API, Meta said. Meta says it eventually plans to power its Muse AI agent with Wonder, starting with subscribers, and will develop specialized models it "can bring to everyone using Muse." It hasn't shared specifics or provided a tim … Read the full story at The Verge.

Research: Profiling web-edit with Python 3.15: flame graphs and source heatmaps I put the new Python 3.15 profiler through its paces by having GPT-6 Astra Extra High in Codex run it against my new web-edit app: I need a Python 3.15 flame graph and heatmap demo of the "web-edit" app from PyPI - research first then make me those demos Here's the resulting example flame graph and heatmap. Tags: profiling, python, codex

AI models Delivering real-time text-to-speech with Gradium Achieve natural-sounding conversational experiences using Gradium TTS on Baseten. Authors Albert Lee Published October 13, 2026 Share Published October 13, 2026…

AWS engineers share kernel optimizations for fused Mixture-of-Experts (MoE) models on Amazon SageMaker AI: Swap-AB for WGMMA utilization, Triton backend routing for FP8 quantization, and eliminating Triton JIT recompilation. Together they deliver up to 10% higher throughput and up to 9% faster Time to First Token on H200 GPUs.

NVIDIA RTX Spark is a new beginning for the PC — a reinvention combining the capabilities of a gaming PC, a creative studio and a personal AI supercomputer into a single superchip. With up to 128GB of unified memory and 1 petaflop of AI compute, RTX Spark delivers the full stack of NVIDIA RTX and […]

We trained a model on agentic coding tasks using fully asynchronous RL and mixed-precision, mixed-accelerator samplers. With off-policy correction, training stayed stable through convergence, on par with homogeneous samplers, at a lower cost.

Asian markets fall and Samsung shares tumble after its Chinese rival CXMT claims strong progress Business live – latest updates Shares in semiconductor companies fell on Tuesday after the boss of Broadcom compared many AI investors to “casino” gamblers, and Chinese memory chip maker CXMT said it had made good progress on a new chip architecture. South Korea’s benchmark Kospi index tumbled 6.25% as investors dumped chip stocks, while other Asian markets were also lower. Japan’s Nikkei fell 1.8% and the Taiwan exchange lost almost 2%, with the country’s chip maker TSMC down by a similar amount. Continue reading...

The tech bros and their highly paid sock puppets are banking on us giving in to their ‘inevitability doctrine’. But in Australia, and around the world, resistance is rising Of all the drivers of the populist wave, one of the most powerful is the sense of inevitability that surrounds what we are told is the march of progress. In presenting the future as a fait accompli, it poisons the civic well by dealing us out of the game. While the US clings on to its status as the oldest constitutional democracy, the unholy alliance between the tech overlords and the White House is creating its own AI reality untethered to the will of the people. Continue reading...

Character.AI, one of the first breakout startups of the generative AI boom, has filed for bankruptcy and is selling some of its assets to Disney. The company, which builds various online bots for users to chat or roleplay with, has faced mounting scrutiny and lawsuits over the safety of its chatbots, but has continued releasing updates and products in recent months. In a press release and blog post published Monday, Character said it had filed for Chapter 11 bankruptcy protection in the US to facilitate the sale of the company and its assets. "Over the past year, we've taken meaningful steps to sustain and improve our business amid signific … Read the full story at The Verge.

High valuations and debt put sector in danger, while fund also warns on government borrowing and cyber-attacks The threat of an AI share price crash rippling out across global markets is putting world financial stability at risk, the International Monetary fund has warned. In its twice-yearly Global Financial Stability Report, the IMF highlighted the sky-high valuations for AI companies along with their increasing debt pile as one reason that risks in the system are “elevated”. Continue reading...

World Economic Outlook says states’ oil stocks are low and budgets are overstretched, as it upgrades UK GDP growth forecast for 2026 Developing nations face triple shock, UN warns The global economy “could soon test the limits of resilience”, as emergency oil stocks run low and government budgets become overstretched, the International Monetary Fund has warned. In its twice-yearly World Economic Outlook, the IMF said global growth had withstood the Middle East conflict better than feared over the past six months. Continue reading...

Committee chair rejected criticism that letter was ‘pre-determined’ by the government Follow our Australia politics live blog for latest updates Get our new political email, free app or daily news podcast Anthony Albanese’s office signed off on language in a bipartisan letter from a parliamentary committee considering AI policy before it was sent to the prime minister, a move which committee member David Pocock said was concerning. Notes on the letter to Albanese, seen by Guardian Australia, show a senior advisor made multiple edits and wrote “fine” on some content, appearing to approve lines in the letter before the committee wrote to the prime minister on Monday night. Continue reading...

Let’s be clear: the risk to humanity is unprecedented. Without an urgent public debate and robust use of international law, we will lose control of the future In my two years as attorney general, I spent more time working on national security than any other issue. The range and gravity of the threats posed to our nation are multifold, from terrorism, armed conflicts and nuclear proliferation, to the impacts of financial insecurity and the climate crisis. All profound challenges, yet ones our superb intelligence and defence communities are well placed to counter. The risk from AI is of an altogether different magnitude, not only in scale, but also because there is a limited time window to address it. The risk is difficult to overestimate: it poses an existential risk to humanity. The light…

Exclusive: Gambling firm working with AFL ‘on the evolving use of AI in our content’ as it deletes video depicting Lachie Neale saying ‘I want to thank me for believing in me’ Get our breaking news email, free app or daily news podcast The AFL has told its official gambling partner, Sportsbet, to stop featuring its high-profile athletes in AI-generated social media content without their permission. Sportsbet has also been told to delete AI videos depicting AFL stars delivering lines from movies, television shows or speeches to react to real events. Continue reading...

When Nvidia originally showed off DLSS 5 earlier this year, the technology immediately got branded as gen AI for video games. To gamers, Nvidia had lost the plot. I personally couldn't get over how faces were transformed using DLSS 5. The 15-year-old student from Hogwarts Legacy suddenly looked much older, and Grace from Resident Evil Requiem looked yassified. Now more than six months later, DLSS 5 is about to debut properly in Hogwarts Legacy, and it looks like it has been seriously toned down. Nvidia published new comparison screenshots today, where the changes to faces are as subtle as they are in NBA 2K27. Teenagers no longer look like … Read the full story at The Verge.

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Amid worries about children’s relationship to tech, the solution is often spending more time talking openly with each other We have become obsessed with the idea that screens are destroying human connection. The evidence seems to be everywhere. Each week headlines warn of teenagers addicted to phones, a loneliness epidemic and the dangers of AI. The release of The Social Reckoning has leads us to ask, “How bad were those guys at Meta?” and then ultimately wonder, “How bad am I if I still use Instagram?” In our day-to-day, we observe workers eating lunch alone while scrolling and friends choosing online games over offline gatherings. Continue reading...

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Professor Deb Roy contends there should be someone who is “answerable” for every piece of text in public life, no matter its origins.

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It was supposed to be an Australian business success story. Just over a week ago local AI company Firmus was preparing to hit the market with a value that would put the startup in the same league as Woolworths. But last Friday, everything fell apart. At the centre was Firmus co-founder Oliver Curtis, an entrepreneur trying to rebuild his reputation after spending time in prison for insider trading. Curtis said the collapse was down to Australia’s ‘mantra of disbelief around entrepreneurs’. Business editor Jonathan Barrett speaks to Matilda Boseley about the hubris of the firm’s founders and what this says about the future of the AI investment bubble Read more: From boom to bust in five days: how Firmus’s much-hyped Australian stock market listing imploded ‘These guys are just coming from…

Brickster Voices is a series that spotlights the people who make our work possible. Through personal career journeys...

Consider a payment system processing a purchase. Before approving the transaction,...

Oxford physicists have recreated a bizarre quantum effect in which a particle responds to a magnetic field without ever traveling through it. Using a hybrid quantum computer, they demonstrated how introducing a simulated magnetic flux could completely halt a particle's movement through quantum interference. The experiment brings a decades-old prediction into a new setting where matter and quantum fields influence one another.

Scientists have uncovered a surprising hidden ability of light that allows it to develop spinning, twisting behavior as it travels through empty space, without special lenses, mirrors, or materials. Researchers discovered that light’s internal geometry can naturally produce left- and right-handed patterns, challenging long-standing assumptions about how light behaves. By carefully arranging a beam’s structure, scientists can control where and how these spinning patterns emerge, unlocking a new way to manipulate light.

StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.