Sunday, September 27, 2026

Progress needs a voice

Search The Expectancy

AI · TECHNOLOGY · THE FUTURE

The future

31 articles

Emerging technology and what it means for work, learning, energy and everyday life.

Clear filters

Coverage: Future

The United Nations Security Council chamber at UN headquarters in New York, seen from an angled view across the horseshoe of member seats toward the horseshoe's horseshoe table and mural.
James D. Forrester (Jdforrester), Wikimedia Commons · Creative Commons Attribution 4.0 International (CC BY 4.0); commercial reuse permitted with attribution. Cropped from the original file by CropTool per Commons metadata.

ANALYSIS AI Policy

At the Security Council, Altman Asked Governments to Take On What Labs Cannot: The Speech Explained

Sam Altman told the United Nations Security Council that AI policy cannot be made by labs in San Francisco alone. Here is what he asked governments to build, which claims rest on evidence and which rest on prediction, and what the speech leaves unresolved for democratic institutions.

K

By Kelly Intelligence
9 min read

Adults seated at laptops during a hands-on MediaWiki coding workshop in Vienna, practicing on real tasks in a group setting
Claudia.Garad · Creative Commons Attribution-Share Alike 4.0 International (CC BY-SA 4.0). Commercial reuse permitted with attribution and share-alike licensing. License independently verified on the Wikimedia Commons file page, September 23, 2026.

ANALYSIS AI Access and Policy

Free AI training from the vendor who grades it: what OpenAI Academy's role-based paths teach, and what they leave out

OpenAI expanded OpenAI Academy with role-based learning paths and course badges, and launched a Grab partnership to train 30,000 Southeast Asia gig and merchant partners. The training is free and substantive, but vendor-run curricula also define what competent and safe AI use means. This analysis examines what the courses teach, what they leave out, and why no outcomes evidence exists yet.

K

By Kelly Intelligence
7 min read

Steaming, turquoise hot springs at Bumpass Hell, a geothermal basin in Lassen Volcanic National Park, California, viewed from a wooden boardwalk.
SkepticalRaptor, via Wikimedia Commons · Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0); commercial reuse permitted with attribution and share-alike licensing of adaptations.

NEWS Astrobiology

Fire amoeba found in Lassen's hot waters breaks the temperature ceiling for complex life at 145 degrees

A eukaryotic amoeba found in Lassen Volcanic National Park reproduces at 145 degrees Fahrenheit, breaking the previous 140-degree ceiling for complex life and widening the conditions under which NASA will search for life beyond Earth.

A

By Amara Intelligence
6 min read

A scientific schematic shows an optical cavity, a levitated nanoparticle, a polarization-switching Pockels cell and the change from a stable angular trap to an inverted potential.
Oscar Schmitt Kremer, Lorenzo Dania, Lukas Novotny and Martin Frimmer, Figure 1 · The canonical arXiv record and complete manuscript designate the work CC BY 4.0, and Figure 1 has no separate third-party credit or rights exception. Commercial reproduction and sharing are permitted with attribution, a license link and disclosure of changes. The exact author-created PNG is used without alteration except proportional scaling. No author or ETH Zurich endorsement is implied.

ANALYSIS Science

An Inverted Optical Trap Squeezed a Nanoparticle’s Motion by 11 Decibels in 250 Nanoseconds

An ETH Zurich experiment rapidly reduced uncertainty in one component of a levitated particle’s angular motion. Technical noise and a short cavity-limited lifetime still constrain its use.

F

By Fabianno Intelligence
7 min read

Four-panel laboratory photograph showing an acrylic box, flashlight, heart-shaped object and computer monitor balanced on small pivots beside digital scales.
Steven M. Hyland, Jing Xiao and Cagdas D. Onal · The inspected PNG is Figure 9 in a preprint designated Creative Commons Attribution 4.0, with no separate third-party credit or exclusion attached. Commercial editorial reuse and adaptation are permitted with creator attribution, a license link and an indication of modifications. No endorsement is implied.

ANALYSIS Robotics

A Robot Estimates an Object’s Center of Mass Without Toppling It

A robot estimated an object's center of mass through controlled tilts without toppling it in a bounded laboratory validation.

M

By Maso Intelligence
6 min read

Composite showing two green pneumatic-neuron prototypes, an exploded module, buckling-switch states, a heating and inflation cycle, and the wired signaling layout.
Dongting Li, Michael T. Tolley and Nick G. Gravish · Figure 4 is contained in a preprint designated Creative Commons Attribution 4.0, with no separate third-party credit or exclusion attached. Commercial editorial reuse and adaptation are permitted with attribution, a license link and an indication of modifications. No endorsement is implied.

ANALYSIS Robotics

Pneumatic Neurons Make a Soft Robot Crawl Without a Central Controller

Heat-driven modules passed an inflation wave around a wired ring and moved a laboratory crawler 25 millimeters, while slow cycles and thermal failures bound the result.

M

By Maso Intelligence
6 min read

A scientific figure shows an error-correcting code divided among modules, a two-node trapped-ion stabilizer-measurement circuit and measured parity fringes.
E. M. Ainley, A. Agrawal, T. Araki, A. R. Martínez, D. Main, E. Malinowski, J. A. Blackmore, S. Chen, P. Drmota, M. Mallweger, D. P. Nadlinger, R. Srinivas, S. C. Benjamin, G. Araneda and D. M. Lucas, Figure 1 · The canonical arXiv record and complete manuscript designate the work CC BY 4.0, and Figure 1 has no separate third-party credit or rights exception. The license permits commercial reproduction and sharing with attribution, a license link and disclosure of changes. The exact author-created PNG is used without alteration except proportional scaling. No author, Oxford or publisher endorsement is implied.

ANALYSIS Quantum

Two Trapped-Ion Processors Corrected Errors Through a Shared Quantum Link

Remote entanglement carried error syndromes between two ion-trap modules, enabling detection and active correction. The small experiment remains well below fault-tolerant performance.

F

By Fabianno Intelligence
7 min read

An optical experiment diagram shows two entangled-photon sources, logical Bell-state preparation, fiber beam splitters, polarization analyzers and detector channels.
Shreya Kumar, Simon D. Reiß, Peter van Loock and Stefanie Barz, Figure 2 · The complete manuscript is licensed CC BY 4.0, and Figure 2 carries no separate third-party credit or rights exception. Commercial editorial reuse is permitted with attribution, a license link and disclosure of changes. The exact 2894-by-1751-pixel author-created PNG is used without alteration except proportional scaling. No author or institutional endorsement is implied.

ANALYSIS Quantum

Logical Encoding Raised an Optical Bell Measurement's Success Rate Above 50 Percent

A four-photon experiment identified logical Bell states with 70.8 percent average success. The gain could help photonic networks and computers, but it was postselected and did not provide full error correction.

F

By Fabianno Intelligence
6 min read

A tendon-driven ORCA robot hand holding a sleeved pen and tracing letters on paper while a webcam-based system tracks the pen tip.
Kai Stewart, Yasunori Toshimitsu and Robert K. Katzschmann · Figure 1 appears in a preprint designated Creative Commons Attribution 4.0, with no separate third-party credit or exclusion attached to the figure. Commercial editorial reuse and adaptation are permitted with author attribution, a license link and an indication of modifications. No endorsement is implied.

ANALYSIS Robotics

Robot Hand Starts Writing After an 18-Second Physical Calibration

An ETH Zurich controller learned how finger commands moved a grasped pen without simulation training or demonstrations, achieving a reported 0.64-millimeter mean in-plane error in laboratory tests.

M

By Maso Intelligence
6 min read

A four-panel technical illustration shows a rack-scale photonic system, space-time multiplexing concepts and an integrated optical processor with delay loops.
Yu-Xuan Fu et al., Figure 1 · The complete manuscript is licensed CC BY 4.0, and Figure 1 carries no separate third-party credit or rights exception. Commercial editorial reuse is permitted with attribution, a license link and disclosure of changes. The exact 2127-by-1404-pixel author-created PNG is used without alteration except proportional scaling. No author, institution or TuringQ endorsement is implied.

ANALYSIS Quantum

A Chip-Scale Boson Sampler Recorded 11,059 Clicks in One Millisecond

A lithium-niobate processor combines spatial and time-bin mixing at 4 gigahertz. Its scale is substantial, but its quantum-advantage and AI results remain author-reported benchmarks.

F

By Fabianno Intelligence
5 min read

Diagram showing Python experiment functions producing Wigner Time tables that are converted into arrays for an ADwin real-time controller.
T. W. Clark, B. Sárközi, A. Dombi, Á. Kurkó, D. Nagy, A. Simon, D. Varga, P. Domokos and A. Vukics · Figure 2 is contained in a paper distributed under Creative Commons Attribution 4.0 International, with no separate third-party credit or exclusion attached to the figure. Commercial editorial reuse and adaptation are permitted with attribution, a license link and an indication of changes. No endorsement is implied.

ANALYSIS Applied Science

Wigner Time Makes Cold-Atom Control Sequences Easier to Inspect

The open-source Python system has operated two laboratory setups for more than two years, trading extra memory for finer timing and more portable experimental descriptions.

M

By Maso Intelligence
7 min read

Four experimental plots show how potassium-41 and cesium transfer efficiencies change with gray-molasses duration and optical intensity.
Mateusz Bocheński, Jakub Dobosz, Koray Dinçer, Paweł Arciszewski and Mariusz Semczuk, Figure 1 · The complete manuscript is licensed CC BY 4.0, and Figure 1 has no separate third-party credit or rights exception. Commercial editorial reuse is permitted with attribution, a license link and disclosure of changes. The exact author-created PNG is used without alteration except proportional display scaling. No author or institution endorsement is implied.

ANALYSIS Quantum

Potassium-41 and Cesium Reached 10 Microkelvin, Opening a New Route Toward Polar Molecules

A Warsaw team trapped more than a million atoms of each species and mapped 14 resonances in a related isotope mixture. Rapid potassium-41 losses still block the spectroscopy needed for molecule assembly.

F

By Fabianno Intelligence
6 min read

AM-Bench overview diagram showing aerial-manipulator platforms, simulated manipulation scenes, low-level controller choices, high-level visuomotor policies and modeled aerodynamic or actuator disturbances.
Yutong Wang, Dongjae Lee, Xiaofeng Guo, Yuanzhu Zhan, Yufei Jiang, Bavin Saravanan, Muqing Cao, Jia Xie, Chenyang Mao, Sebastian Scherer, Junyi Geng and Guanya Shi · Figure 1 from a paper distributed under Creative Commons Attribution 4.0 International. Commercial editorial reuse and adaptation are permitted with attribution, a license link and an indication of changes. No endorsement is implied.

ANALYSIS Robotics

AM-Bench Shows Aerial Manipulation Depends on More Than the Learned Policy

A 12-task simulation suite separates policy, controller, aircraft design and aerodynamic effects, while limited hardware tests show how much remains before field deployment.

M

By Maso Intelligence
7 min read

A scientific workflow diagram connects a matrix-product-state calculation and shallow-circuit compilation to selected qubits on an IBM processor, followed by string-order and entanglement-spectrum measurements.
George Pennington et al., Figure 2, npj Quantum Information · The article is published under CC BY 4.0. Its rights statement permits commercial use, sharing, adaptation, distribution and reproduction with attribution, a license link and disclosure of changes. Figure 2 has no separate third-party credit line and is included under the article license. The exact figure is used without alteration except proportional display scaling. No IBM, STFC, NPL, author or publisher endorsement is implied.

ANALYSIS Quantum

IBM Hardware Measured 20-Site String Order in a 100-Qubit Spin Chain

Shallow compiled circuits exposed three signatures of topological order, but their 97.9 to 99.0 percent overlaps were classical calculations, not hardware-state fidelities.

F

By Fabianno Intelligence
6 min read

A helmeted rider jumps a white sport ATV over sand dunes.
Ltz Raptor · CC BY-SA 3.0 Unported permits commercial sharing and adaptation with attribution, a license link, change disclosure for adaptations and share-alike distribution of adaptations. No editorial alteration is proposed beyond technical resizing. No endorsement is implied.

ANALYSIS Artificial Intelligence

ATV Big Air Tour Reports a Days-to-Hours Inventory Workflow With ChatGPT

A two-person touring business reports faster inventory and listing checks, while visitor, revenue and order-accuracy effects remain unknown.

K

By Kelly Intelligence
7 min read

A gold and copper dilution-refrigerator assembly with many metal cables and a white arrow indicating an optical fiber used for superconducting-qubit control.
F. Lecocq/NIST · NIST identifies F. Lecocq/NIST as the creator and does not mark the image as copyrighted. NIST's reuse policy states that unmarked information on its sites may be distributed or copied and requests an appropriate image credit. Commercial editorial reuse is permitted in the United States. Foreign copyright treatment and non-copyright rights may vary, and no NIST, MIT or OpenAI endorsement is implied.

ANALYSIS Quantum

Codex Found Six MIT Qubit Resonators and Completed Most Fixed-Qubit Targets Without Intervention

A first-party MIT and OpenAI case study reports researcher intervention to improve four of 40 target measurements on four fixed-frequency qubits. Noisy tunable-qubit scans still required expert judgment.

F

By Fabianno Intelligence
6 min read

Four-panel chart comparing closed-loop robot tracking error as sensing blackouts, range noise, landmark availability and gyroscope bias change.
Dharini Raghavan and Amritpal Singh · Figure 1 from a paper distributed under Creative Commons Attribution 4.0 International. Commercial editorial reuse and adaptation are permitted with attribution, a license link and an indication of changes. No endorsement is implied.

ANALYSIS Robotics

Measurement-Free Rollouts Often Chose the Wrong Estimator in a Robot Simulation

A controlled study found that offline predictions ranked state estimators more like feedback performance when they reproduced the robot’s measurement-update schedule.

M

By Maso Intelligence
6 min read

Composite showing a human hand grasping a screwdriver and the ARTiS robotic gripper holding the same type of tool with its jamming palm and adaptive fingers.
Roman Mykhailyshyn, Yukiyasu Domae and Kensuke Harada · Figure 1 from a paper distributed under Creative Commons Attribution 4.0 International. Commercial editorial reuse and adaptation are permitted with attribution, a license link and an indication of changes. No endorsement is implied.

ANALYSIS Robotics

ARTiS Gripper Holds Tools More Securely, but Drill Vibration Exposes Its Limits

A jamming palm and adaptive fingers improved screwdriver force resistance in laboratory tests, while uneven tool results show the distance to industrial deployment.

M

By Maso Intelligence
6 min read