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 Artificial Intelligence
9¾h ago: Reflection AI’s Beam (501B sparse MoE) and Mistral Large 4 (1T multimodal MoE) released as major open-weight models. OpenAI publishing math proofs from unreleased model. EU AI Act watermarking rollout beginning. South Korea launching $3.5B national frontier model program. DeepSeek close to $12B+ raise.

 Coupled but Late: Turn-Taking Between Full-Duplex Speech Models in Unscripted Dialogue  - Subjects: Artificial Intelligence (cs.AI)

 MINDSET: Energy-based Schema Evolution for Long Conversational Agent Memory

 Adaptive Power Sampling for LLM Reasoning

 AnyBottle: A Recipe to Only Keep the Concepts You Really Need

 Toward Alignment Scaling Laws: A Framework and First Preregistered Measurements

 How Much Evidence Should a Coding Agent's Self-Correction Carry? Adaptive Dirichlet Evidence for Self-Distillation

 Cylindrical Geodesic Flow Matching for Quasiperiodic Physiological Signal Transformation

 AssemState: Manual and Physical-State-Guided Reasoning for Zero-shot Furniture Assembly

 EMHO: EMbodied Agent Harness Optimization via Experience Traces

 WorldSolver: Can LLM Agents Simulate the Physical Dynamics via Solver Generation?

 nanoMuse: An Open-Source Personal Agent for Every Device You Own

 ScienceClaw: Benchmarking Continual Self-Evolution of AI-for-Science Agents Across the Natural and Social Sciences

 ParanoiaEval: Benchmarking Unnecessary Defensive Work in Agentic Coding

 SquidAgent: Parallelize Wisely, Coordinate Efficiently

 Parallel Predictive World Models for Accurate and Efficient Long-Horizon Planning

 Recursive Game Creator: An Agentic Product-Level Experience-Oriented Game Harness

 Sherpa: Teaching LLMs to Teach Adaptively

 Agent in a Bottle: Can LLM Agents Turn Their Capabilities Into Cheap, Scalable Artifacts?

 VeriFine: Scaling Verification for Self-Improvement in Embodied Reasoning

 Does an Agent's History Tell You When Compaction Will Hurt? A Modest, Bounded Effect on the TRACE Paired-Replay Corpus

 DeepL Voice named to Fast Company’s 2026 Next Big Things in Tech list  - Recognition highlights DeepL’s breakthrough voice-to-voice AI translation technology and its impact on how people communicate and work across languages in real time

 The Sierra partner ecosystem  - Today we’re introducing Sierra’s partner ecosystem: the technology platforms, marketplaces, and service partners bringing Sierra to more businesses worldwide.

 The AI Transparency Gap: What Happens Between Supplier and Publisher?  - Understanding what it requires is harder than identifying an AI tool and…

 Grappling with 'homework scams,' US universities shun AI detectors  - Locked in a cat-and-mouse struggle, biology professor Timothy Paustian devised novel ways to catch students turning in chatbot-generated assignments. But like many U.S. universities, his institution is shunning AI detection ...

 Inside the AWS lab that makes everything you do online feel effortless  - In a nondescript building in Cupertino, California, a team of engineers is quietly designing the networking technology that keeps the modern world connected—one wavelength of light at a time.

 You Don’t Just Need Better AI. You Need Better Infrastructure.  - Coding agents now edit repos, run tests, and open pull requests, but a rule in AGENTS.md is an instruction, not a constraint. As we delegate more, we need limits that hold even when model judgment fails, a record of every decision, and open infrastructure we own, so rules outlive any agent.

 Compute Shortages & The Cloud, AI Chip Design & Synopsys, Memory & Micron  - A number of readers mentioned that they found last week’s post in their spam folder, so if you’ve missed it, here’s a link to last week’s article:

 Intel Xeon 6+ SKU List and Value Analysis: Clearwater Forest Runs Wide  - With Intel's Xeon 6+ "Clearwater Forest" CPUs now shipping in volume, we are taking a look at the various SKU options among chips, and what configurations offer the best value for different needs The post Intel Xeon 6+ SKU List and Value Analysis: Clearwater Forest Runs Wide appeared first on ServeTheHome...

 ☀️ 🇫🇷🇳🇴 EMEA 
🇮🇱  ---  🌑 −

 US, China, EU: Three paths to regulating AI  - The United States, China and the European Union are taking different paths to govern artificial intelligence, as calls grow worldwide to rein in its most powerful systems.

 Expanding our enterprise inference capacity with IBM Cloud and NVIDIA  - Enterprises can now run open models at production scale on a dedicated B300 inference cluster, built by Together AI, IBM Cloud, and NVIDIA

 Introducing Mistral Large 4  - October 6, 2026

 Memory and dreaming: how Devin learns from working with you  - Memory lets Devin carry useful learnings about the way you like to work across sessions. Dreaming is a daily asynchronous process that improves the index of Devin's memories about you.

 Gigabyte W775-V10-L01 Hands-on Bringing NVIDIA GB300 Deskside  - We test the Gigabyte W775-V10-L01, including getting over 2.2B tokens/ day on the Blackwell Ultra GPU, 800Gbps from the ConnectX-8 SuperNIC, and testing the NVIDIA Grace CPU with the C2C link between it and the GPU The post Gigabyte W775-V10-L01 Hands-on Bringing NVIDIA GB300 Deskside appeared first on...

 France's Mistral unveils latest model in sovereign AI push  - French AI startup Mistral announced Tuesday its biggest open-weight model, dubbed "Chonk," claiming enhanced performance and security capabilities for clients seeking to keep their data private instead of relying on closed ...

 Bringing AI Agent Development to More Teams with Cresta and Anthropic  - Learn about how Cresta leverages Anthropic to make it easier for teams to build, test, and deploy AI agents for CX

 AI is changing work. Now it has to change the organization  - The first phase of enterprise AI put powerful new tools in people’s hands. Capturing the larger opportunity from agentic AI will require leaders to rethink the shape of the organization itself.

 Together Link: frontier-quality open models in the harness you already use  - Together Link brings frontier open models like GLM 5.3 and Kimi K3 into the coding agent your team already uses, cutting model spend by over 50%.

 From Scan to Treatment Plan, AI Helps Close Breast Cancer’s Deadliest Gaps  - Breast cancer is the most commonly diagnosed cancer among American women — yet the gaps in care are wide. A majority of women over age 40 skip the recommended annual screening. Radiologists are reading more mammograms with fewer colleagues. And when a diagnosis arrives, the tests that inform treatment...

 Apple Plans Tighter macOS Full Disk Access Controls Over AI Agent Data Access  - Apple has announced that it's taking steps to tighten controls around a macOS setting called Full Disk Access (FDA) due to security risks posed by artificial intelligence (AI) agents. "Some developers are using Full Disk Access in ways that could put users at risk, exposing everything on their systems—including...

 Anthropic says its IPO could herald the end of the world as we know it  - Pay no attention to those more practical risks behind the curtain, which is exactly what we're doing on this week's Kettle

 Oracle Announces $10 Million Partnership with the Nashville Symphony  - Commitment will help protect more than 1 million utility customers from rising costs while preserving reliable, carbon-free power

 🌔 Americas 
🇺🇸  ---  ☀️ +

81m: Talen Energy Corporation (TLN) Moves 12.4% Higher: Will This Strength Last?

2½h: eDreams ODIGEO and Amazon Alexa Collaborate to Bring AI Travel Search to Alexa+

2½h: Amazon, Google Face New Smart Home Rival as Apple Lines Up Doorbell, Lock and Camera Launches: Report

4¼h: AMD Crossed $600, So Does Meta Get 160 Million AMD Shares For Free Now?

4½h: NVIDIA (NVDA) vs. Apple (AAPL): Which Stock Wins the Valuation Race?

4¾h: Boston Dynamics taps former Amazon executive Rohit Prasad as CEO

6¼h: Target’s Sales Are Recovering After 10,000+ Price Cuts. Is the Turnaround Already Priced In?

7¼h: Vistra vs. Talen: Which AI Power Stock Has the Stronger Cash-Flow Case?

7¾h: Palantir Technologies (PLTR) Expands Sovereign AI Push As Valuation Looks Fully Priced

8¾h: Is NuScale Power (SMR) Undervalued After Google Fueled Fresh Interest In NRC Certified SMRs?

9¾h: Tony Blair tapped for Skydance role after $110bn Hollywood megadeal

9¾h: AMD (AMD) Could Issue 320 Million Shares at a Penny. Here is What Has to Happen First

11h: Is Netflix’s (NFLX) Free Cash Flow Keeping Pace With Its Reported Earnings?

11h: The Bull Case For GE HealthCare (GEHC) Could Change Following Imaging Software Recall And Dividend Hike \u2013 Learn Why

12h: The Overlooked Winner From Google’s Free AI Video Move: Micron

12h: Is the 'nostalgia economy' safe from tech disruption?

12h: Black Hills stock surges 5% on $1.8B Google data center deal

12h: Jim Cramer Backs CrowdStrike as Cybersecurity Demand Grows

12h: Mark Cuban says Facebook knowingly runs AI deepfake scam ads as Meta docs reveal $16 billion in fraud-linked revenue

13h: Is Planet Labs PBC (PL) Cheap Following Its 20 Satellite Launches?

 Taming VLAs under Robot Execution Errors: Self-Compensation and Stress Testing

 Towards In-Parameter Memory Augmentation for Large Language Models

 AdvSim2Real : Training Web Agents Against Adaptive Prompt Injection in a Web World Model

 From Evidence to Action: How Tool-Using Agents Fail

 Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability

 Understanding and Enhancing Backdoor Persistency in LLM Agent Post-Training

 Attacca: Goal-Directed Control under State Continuity for Long-Horizon Embodied Agents

 TRACE: Rollout-Guided Quantization-Aware Training for FP4 Reinforcement Learning of MoE Language Models

 World Action Learning via Interaction-Centric Spectral Latent Guidance

 Judged Useless, Queried Anyway: Tool-Using Agents Rarely Turn Their Own Evidence Judgments into Stopping Decisions

 GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution

 Personal-Agent Mediated Recommendation with Cross-Platform User History

 HuatuoGPT-3: RL-Only Domain Adaptation from Base Models

 World Models' Last Exam in Physics

 EmbodiedSmith: Scaling Embodied Data through Recursive Self-Improvement Flywheel in Simulation

 Building Rome from a Single Image

 DiVeR: Decision-Critical Verifier Learning for VLA Test-Time Scaling

 Hiding Tool Latency in On-Device Cascaded Voice Agent through Speculative Execution

 DistScene: Object-to-Scene Distillation for 3D Scene Generation

 VeriFine: Scaling Verification for Self-Improvement in Embodied Reasoning

 Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment

 DuoMatching: Joint-Marginal Distribution Matching for Few-Step Video Generation

 EVISKILL: Grounding Skill Evolution in Replayable Evidence

 AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents

 Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents

 HiPLEX: Hierarchical Policy Factorization for Full Duplex Speech Language Models

 Harness Engineering for Software Engineering via Modular Executable Dev-Primitives

 ALIVE: Interaction-Aligned Object Insertion for First-Frame-Guided Video Editing

 Axelera AI: Data Center Inference Performance in the Power Envelope of Embedded Systems  - Axelera’s Europa brings 629 TOPS inference to 35W edge systems while Voyager cuts toolchain lock-in. The post Axelera AI: Data Center Inference Performance in the Power Envelope of Embedded Systems appeared first on EE Times .

 The Agentic Data Toll  - Agents need warm data, and the companies that own the systems of record have started to charge for access

 Wikimedia Says OpenAI Agents Tried to Compromise Etherpad and Use Wiki Tools as Proxies  - The Wikimedia Foundation, which hosts Wikipedia, has confirmed that it has discovered activity by rogue OpenAI agents on its platforms, including unsuccessful efforts to compromise Etherpad, a public note-taking tool, and edit Wikipedia pages. "The unauthorized bot activities included edits to our wikis,...

 Meeting For Cheshire Green Belt Data Centre Sees Large Turnout  - More than 100 attend meeting held by Innova to discuss plans for 148-acre data centre complex in green belt area near Manchester

 Welcome to the Jungle: What We Found Inside 15,465 Public MCP Servers  - In 2024, MCP (Model Context Protocol) set out to become the USB-C of AI: one standard for connecting models, agents, and IDEs to tools and data. The protocol delivered. Thousands of developers built servers, and enterprises plugged them into agent workflows. The ecosystem around it fell short. Earlier...

 10/5: Super Intelligence Force  - Happy Monday, monitors.

 Kioxia CM9-R 15.36TB E3.S NVMe SSD Review  - We test the Kioxia CM9-R at 15.36TB capacity. This is a fast drive that is a top-tier option for x86 and Arm PCIe Gen5 servers The post Kioxia CM9-R 15.36TB E3.S NVMe SSD Review appeared first on ServeTheHome .

 What's New: October Disclosure 2026  - Memory, MS word plugin, version history, new data sources, and more are now live in Hebbia.

 Kepler Aims to Launch Energy-Saving Replacement for HBM in 2027  - Kepler targets 2027 production for 3D ferroelectric memory promising 5–10× better bandwidth per watt than HBM. The post Kepler Aims to Launch Energy-Saving Replacement for HBM in 2027 appeared first on EE Times .

 Attempts to Keep Humans in the AI Loop May Actually Push Them Out  - AI researchers discover the same problems that have plagued robotics and autonomous vehicles

 Closing the Loop Between Inference and Post-Training  - CoreWeave RL Rollouts, CoreWeave Model Distillation, and the programmable training API on CoreWeave. Three new features that connect post-training back to inference.

 Does the gender pay gap extend to AI? Research finds female AI agents 'paid' less  - New research from the University of Limerick has found that gender bias in the workplace could be replicated in interactions with artificial intelligence.

 Anthropic IPO Filing Shows Dependence On Amazon, Google  - Prospectus reportedly shows heavy sales reliance on cloud partners Amazon, Google – who are also investors, direct competitors

 Fulcrum Echo promises AI text in the style of any writer, so I tested it  - I am just a copy of a copy of a copy, everything I say has come before

 Speedrun | Upcoming Events This Week - [October 5 - October 9, 2026]  - Stay informed on events/news for the coming week.