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September 2026 roundupPeriod scanned: 1 September – 1 October 20264 min listen

Lawmakers introduce National Critical Minerals Council Act

Audio briefing

4 min

Iris monthly roundup · September 2026 and 1 October · 83 scanned · 81 usable (25 research · 8 official · 41 news · 7 announcement)
In this report
The month moved critical-minerals policy toward more specific coordination, while processing, AI and decarbonisation advances remained largely at proposal, pilot or single-site validation stage.
  1. U.S. lawmakers introduced a bipartisan council bill, while the G20 set out a voluntary framework for processing, recycling and feasibility funding.
  2. DOE selected 17 national-lab projects for $29.5 million, spanning ore sorting, tailings recovery, lithium leaching and lower-energy processing.
  3. Mining AI expanded from individual use cases toward operating models, but measured mine-level outcomes and verification methods are still missing.

Policy and supply-chain coordination

Critical minerals policy and deep-sea mining

Lawmakers introduce National Critical Minerals Council Act

A bipartisan, bicameral group introduced a U.S. council bill on 1 October that would centralise critical-minerals strategy, investment tracking and coordination across more than 15 federal agencies. It is a governance proposal, not enacted law, and carries no disclosed funding or deadlines.
  • The proposed council would be co-chaired by the Interior Secretary, National Security Adviser and National Economic Council director, with a Chief Minerals Adviser supporting it.
  • The sponsors cite U.S. import reliance on 16 critical minerals and China's roughly 70% share of global processing and refining, but those figures come from the bill's release.
What this means for you
Critical-minerals policy has moved from broad coordination language toward a defined U.S. institutional model, but it does not yet change project approvals, funding or equipment decisions.

G20 ministers set voluntary critical-minerals framework

The G20's 21 September statement put regional processing, recycling, tailings recovery and feasibility-study finance inside a shared critical-minerals agenda. Its practical force is still limited because the framework is voluntary and repeatedly conditions cooperation on national sovereignty and data protection.
  • The statement supports information sharing across governments, industry and research, alongside cooperation in exploration, extraction, processing and refining.
  • It identifies export-credit agencies and multilateral development banks as potential partners for feasibility and prefeasibility studies, using non-binding language.
  • What this means for you: Tailings-derived recovery and regional processing now have clearer policy visibility, but no financing commitment or permitting change follows from the statement alone.

Processing and recovery technology

Mineral processing and recovery technologyTailings, water and mine safety

DOE selects 17 national-lab critical-minerals projects

DOE selected 17 projects for $29.5 million across ore sorting, low-grade tailings recovery, lithium leaching, in-situ extraction and lower-energy processing. The breadth is useful as a technology map, but the selections are still subject to award negotiations and most work remains laboratory or pilot scale.
  • Projects include computer-vision and nuclear-sensing ore sorting, copper, nickel and cobalt recovery from tailings, clay-based lithium leaching and millimeter-wave drilling.
  • Argonne's rotating packed-bed work aims to reduce cost, chemicals and waste for rare-earth recovery from coal ash and tailings, but no operating result is reported.
What this means for you
The U.S. public R&D portfolio is widening around processing and recovery constraints, while none of these selections yet establishes a mine-ready flowsheet.

Metso launches Sampo Cell after Chilean validation

Metso commercially launched Sampo Cell coarse-particle flotation after continuous operation at an unnamed Chilean copper mine since March. The release claims higher total recovery, but provides neither a quantified uplift nor particle-size ranges, so the commercial validation is not yet a performance benchmark.
  • The cell feeds slurry directly into the froth phase under low turbulence, targeting poorly liberated coarse particles while retaining fine-particle recovery.
  • Metso says the flowsheet avoids feed classification, fluidisation water and extra concentrate dewatering, which could simplify retrofit design.
  • What this means for you: Coarse-particle recovery has a commercial retrofit candidate, but the missing recovery and energy data leave its plant-level value unresolved.

Outokumpu unveils EvoMaterials low-carbon platform

Outokumpu unveiled a sulfidation-based platform for lower-CO₂ ferrochrome and related metals, with a 1 kg-to-1 ton New Hampshire pilot planned for the first half of 2027. It is an engineering roadmap rather than a demonstrated industrial process: no capex, energy or emissions figures were disclosed.
  • The process is intended to raise chromium content and the chromium-to-iron ratio, with possible extension to nickel, molybdenum and side-stream recovery.
  • Outokumpu targets an industrial plant by 2030 and is evaluating U.S. and European sites, following laboratory work in Massachusetts.
  • What this means for you: Lower-carbon ferrochrome has a defined pilot path, but process selection and emissions comparisons remain open until the 2027 pilot produces operating data.

Study measures uneven GISTM compliance at Brazilian dry stacks

A study of five operating Brazilian dry-stacked tailings facilities found GISTM compliance ranging from 21.83% to 62.84%. The result points to uneven application of the standard to a different risk profile from wet dams, but the questionnaire-based sample does not support broad operator-level conclusions.
  • Structural controls were addressed most often, at 62%, followed by environmental, reputational and legal risk controls.
  • The sample was small and did not identify operators; the authors also report no statistically significant difference among risk groups.
  • What this means for you: Dry stacking cannot be treated as a settled compliance category: published evidence still shows material variation in how its controls are applied.

AI, autonomy and operating systems

AI and data in miningMine automation and autonomous equipmentMineral processing and recovery technology

Barrick selects Avathon for AI-native mine operations

Barrick's North American business selected Avathon to support an AI operating model across exploration, planning, safety, production, processing, maintenance and supply chain. The scope is broader than a single use case, but the announcement supplies no targets, sites, rollout schedule or measured operating result.
  • Avathon describes a computational knowledge graph linking assets, processes, people, constraints and operational data for agent-supported decisions.
  • Initial applications include computer-vision safety monitoring, ore-flow decisions, predictive reliability, supply-chain intelligence and machine-learning exploration.
What this means for you
Enterprise AI architecture is becoming an explicit mining-operations proposition, but the evidence still cannot distinguish an operating gain from a vendor-led deployment plan.

Epiroc extends autonomous truck haulage to surface dumps

Epiroc extended Deep Automation with 3D LiDAR so autonomous trucks can move from underground production areas to surface dumps. The technical envelope is wider, including obstacle detection in variable surface conditions, but no customer deployment or production timeline was disclosed.
  • The system uses LiDAR for localisation, mapping and obstacle detection where surface operations provide fewer fixed positioning references.
  • A June demonstration showed a battery-electric truck detecting and stopping for obstacles; the release does not establish routine production performance.
  • What this means for you: Underground-to-surface haulage is now a defined autonomy use case, while the operational case for deployment still depends on site evidence beyond a demonstration.

Review sets phased agenda for agentic mineral-processing AI

A September perspective paper gives mineral processing a concrete AI research agenda spanning agentic copilots, foundation models, self-driving laboratories, retrieval-augmented synthesis and language-enabled digital twins. It presents no new measurements, and explicitly identifies verification and fragmented data as adoption barriers.
  • The paper contrasts conventional predictive models, which map measured inputs to numerical outputs, with systems that reason over unstructured evidence and execute multi-step actions.
  • Its proposed agenda is phased around five opportunity areas and five barriers, including workforce capability and unresolved verification methods.
  • What this means for you: The useful shift is from generic AI advocacy to a testable processing agenda, while autonomous recommendations remain difficult to validate in production.

Electrification and flexible mine loads

Mining electrification and decarbonisation

Study flexes lithium-mine loads in isolated Xizang microgrid

A paper proposes dispatch control for flexible lithium-extraction loads in an isolated Xizang microgrid, treating process demand as a grid resource rather than a fixed burden. Its reported gains are promising but internally inconsistent: the abstract gives 89.05% lower power deviation and 25.25% lower operating cost, while the highlights give 85.5% and 14.56%.
  • The model represents different ramp rates, response times and process lags, then converts aggregate dispatch commands into feasible resource-level setpoints.
  • Validation used a real-world microgrid, but the conflicting figures are not reconciled in the published material.
What this means for you
Electrified extraction and milling can be modelled as flexible loads for renewable integration, but the size of the claimed benefit is not yet a stable engineering result.
How Iris covered your topics this month
Every topic you track was searched over the last month.
TopicSources foundIn this briefing
Mine automation and autonomous equipment161 story
Mining electrification and decarbonisation141 story
AI and data in mining151 story
Mineral processing and recovery technology102 stories
Tailings, water and mine safety141 story
Critical minerals policy and deep-sea mining121 story
Appendix: all 83 sources Iris scanned
Mine automation and autonomous equipment · 16
地下矿山无人驾驶采矿装备远程智能控制系统研究_装备与自动化_技术文献_冶金信息装备网 — yejinzb.com · 2026-09-30News
Beyond Autonomy — globalminingreview.com · 2026-09-29News
矿卡远程操控系统_系统开发案例-程序员客栈 — proginn.com · 2026-09-29News
Global Mining Market Trends 2026: Critical Minerals, AI, Aut… — csgtalent.com · 2026-09-24News
Three million tonnes hauled autonomously by Volvo — volvoautonomoussolutions.com · 2026-09-24News
Komatsu's AHS journey - past, present and future - Internati… — im-mining.com · 2026-09-22News
Top Coal Mine Robotics Trends Shaping 2026 — gxsuprobot.com · 2026-09-22News
Engineering, Mining & Surveying: Autonomous Operations — guides.dtwd.wa.gov.au · 2026-09-22Official
Harnessing AI to make mining safer — mckinsey.com · 2026-09-22News
Komatsu’s FrontRunner AHS at 1,000 trucks: haul road design … — geomechanics.io · 2026-09-22News
Mining Automation, Drives & Remote Monitoring — coreautomationsolutions.com · 2026-09-20News
Automated Haulage Systems and the Future of Mining — fleetintelligence.africa · 2026-09-20News
Caterpillar Inc. - Luck Stone Builds on Autonomous Hauling S… — investors.caterpillar.com · 2026-09-15News
Voith Launches PowerDrive Mining at Electra Mining Africa 20… — news.europawire.eu · 2026-09-07Announcement
Epiroc’s Deep Automation introduces seamless underground-to-… — epiroc.com · 2026-09-03Announcement
Intelligent assistance systems and digital solutions: Liebhe… — liebherr.com · 2026-09-02News
AI and data in mining · 15
Explainable Machine Learning in Mineral Prospectivity Mappin… — mdpi.com · 2026-10-01Research
Oulu Mining Summit 2026 — ssl.eventilla.com · 2026-10-01News
Avathon selected to power an AI-native mining operating mode… — globalminingreview.com · 2026-09-25News
Digital Twin Technology: How MISIM Drives Better Decisions — misim.ca · 2026-09-25News
基于深度学习的辽东半岛五龙金矿集区三维矿产资源定量预测 — cjournal.hep.com.cn · 2026-09-25Research
Why a Mining Digital Twin Should Test Uncertainty, Not Only — openpr.com · 2026-09-23News
Frontiers | AI for Geoscience: the most profound shift withi… — frontiersin.org · 2026-09-23Research
Early-Stage Exploration Consulting | ALS Geoanalytics — alsglobal.com · 2026-09-22News
Conch Cement Joins Hands with Huawei yuantu Workshop to Rele… — e.ccement.com · 2026-09-21News
Self-Training AI Finds Hidden Mineral Deposits in Sparse Geo… — scienmag.com · 2026-09-13News
Metso launches three new digital solutions to help mining cu… — metso.com · 2026-09-10Announcement
Nokia introduces AI-driven platform for mining and fieldwork — mining-technology.com · 2026-09-10Announcement
T2 Metals Engages Geomorphic AI to Advance Drill Targeting a… — otcmarkets.com · 2026-09-09News
Lightweight 3D CNNs Improve Mineral Prospectivity Mapping in… — scienmag.com · 2026-09-09News
3D ResUNet and PU Bagging Enhance Mineral Targeting in China — scienmag.com · 2026-09-06News
Mining electrification and decarbonisation · 14
Unlocking lithium mine load flexibility: A multi-granularity… — sciencedirect.com · 2026-09-30Research
Electric Construction Equipment: Why More Contractors Are Sw… — secsunchina.com · 2026-09-30News
Fortescue — fortescue.com · 2026-09-25News
From gas flaring to renewable flexibility: energy-adequacy-c… — link.springer.com · 2026-09-23Research
Electric Vehicles in Mining 2027-2047: Technologies, Players… — idtechex.com · 2026-09-22News
Video: 1926 Marion Electric Shovel Powered by 1951 Cat ... — equipmentworld.com · 2026-09-22News
Getting the balance right for cost-effective truck fleet dec… — sciencedirect.com · 2026-09-21Research
Remote WA mine pioneers solar and storage potential - Clean … — cefc.com.au · 2026-09-15News
Intermediate Drives in Belt Conveyor Systems for Efficiency … — link.springer.com · 2026-09-12Research
Energy-oriented Vehicle-to-X for Electrified Mobile Machines… — link.springer.com · 2026-09-07Research
High-efficiency operation of hybrid diesel-electric construc… — tandfonline.com · 2026-09-07Research
Environmental and socio-economic implications of solar photo… — link.springer.com · 2026-09-03Research
Phytoremediation-agrivoltaic systems for PTEs decontaminatio… — link.springer.com · 2026-09-02Research
Cost-saving and decarbonization-oriented coordinated optimiz… — semanticscholar.org · 2026-09-01Research
Tailings, water and mine safety · 14
Tailings Dam Monitoring with Drone Bathymetry (Whitepaper) — sphengineering.com · 2026-09-30News
Mine water management during heavy rainfall | Minetek — minetek.com · 2026-09-29News
Mining / ore processing — envirochemie.com · 2026-09-22News
Tailings piles and the Global Industry Standard on Tailings … — link.springer.com · 2026-09-21Research
Sustainable Mining: Environmental Challenges, Mine Tailings … — link.springer.com · 2026-09-18Research
Integrated monitoring models for dam health and safety: A re… — sciencedirect.com · 2026-09-17Research
Sensor once used in food production helps transform mine ... — uniquest.com.au · 2026-09-16News
Bipolar Membrane Electrodialysis for H2SO4 and NaOH Recovery… — link.springer.com · 2026-09-14Research
A predictive model for the sliding distance of tailings dam … — nature.com · 2026-09-14Research
Analysis of Geosynthetic-Reinforced Tailings Dam Slopes Subj… — link.springer.com · 2026-09-04Research
Computer vision-based system of vibration monitoring for ear… — link.springer.com · 2026-09-04Research
Reagent-free polishing filtration of mine wastewater with hi… — link.springer.com · 2026-09-04Research
Mechanisms of Dissolved Organic Matter Migration in Coal Min… — link.springer.com · 2026-09-04Research
Electrochemical technologies for sustainable metal recovery … — link.springer.com · 2026-09-02Research
Critical minerals policy and deep-sea mining · 12
Hickenlooper, Tillis, Rosen, Sheehy, Cramer, Lee, Fulcher In… — hickenlooper.senate.gov · 2026-10-01Official
U.S. Maps Stronger Critical Minerals Supply Chain — miragenews.com · 2026-09-30News
Oversight hearing titled “Exploring the Potential of Deep-Se… — congress.gov · 2026-09-30Official
The missing market: Why US and allies’ rare earth derisking … — ussc.edu.au · 2026-09-30Research
[2026-09-28] Kaine, Colleagues Introduce Bipartisan Legislat… — kaine.senate.gov · 2026-09-28Official
Deep Sea Minerals Corp. (CN:SEAS) Gains Momentum as ... — kalkine.ca · 2026-09-28News
Sens. Tim Scott and Raphael Warnock introduce legislation to… — scott.senate.gov · 2026-09-24Official
Pillar III: Critical Minerals — g20.utoronto.ca · 2026-09-21News
Deep-sea discovery, environmental responsibility — civilsdaily.com · 2026-09-19News
Business priorities for responsible critical mineral supply … — iccwbo.org · 2026-09-17News
l15506 — presidencia.gov.br · 2026-09-16Official
US Administration Targets Deepsea Mining Permits | Mining Di… — miningdigital.com · 2026-09-15News
Mineral processing and recovery technology · 10
Mineral Processing Technology & Selective Innovation | PGV — prabhatgv.com · 2026-09-28News
DOE’s Office of Critical Minerals and Energy Innovation Anno… — energy.gov · 2026-09-28Official
EDM Announces Positive Ore Sorting Testwork Results for the … — finance.yahoo.com · 2026-09-28Announcement
Outokumpu unveils EvoMaterials, a proprietary technology pla… — outokumpu.com · 2026-09-24Announcement
Critical Mineral Processing and Advanced Materials ... — nsw.gov.au · 2026-09-18Official
Lake Resources Harnessing Direct Extraction Technology in Ar… — smallcaps.com.au · 2026-09-16News
Press release: BLOOM reaches key milestone in developing sma… — bloomproject.eu · 2026-09-14News
Metso launches Sampo Cell, a next-generation coarse particle… — metso.com · 2026-09-10Announcement
Enhancement of oxidized copper flotation process using α-Al₂… — link.springer.com · 2026-09-10Research
Full article: Beyond ChatGPT: A Roadmap for Agentic AI in Mi… — tandfonline.com · 2026-09-08Research
Low signal — scanned and set aside · 2
Mining Software Market Share, Trends & Growth Analysis ... — fortunebusinessinsights.com · 2026-09-28Low signal
Autonomous Mining Equipment Market Size, Share, ... — fortunebusinessinsights.com · 2026-09-21Low signal
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