Thursday 1 October 2026
343 stories, newest first.
World159
- Al Jazeera Video Roundup: Jewish Barrister, 94, Arrested; Kenyan Tea Activist; Flydubai Pilot Identified
- Judge denies Lindsay Clancy defence motion to dismiss murder charges
- Three separate crashes across Australia leave four dead, multiple injured
- Farrell offers super backed US lamb investment in bid to avoid tariffs
- US states and cities sue Trump EPA over repeal of power plant emissions rules
- 'Verity' review: Colleen Hoover film adaptation probes the nature of truth
- Sidney Nolan's Ned Kelly series reunited at Art Gallery of NSW for first time in decades
- In praise of queuing: columnist argues standing in line is a form of mindfulness
- Federal crackdown targets rogue migration lawyers
- Howard-era minister De-Anne Kelly co-founded online casino after voting to ban them, leaked documents show
- Al Jazeera programme examines drivers of Israeli settler violence in West Bank
- Supreme Court to review Trump administration's indefinite detention of undocumented immigrants
- Cologne Cathedral ends free entry as world landmarks charge fees
- Morry Schwartz reopens Collingwood pub as Bar Nero, listing it for sale
- From media manipulator to stoic sage: Ryan Holiday's unlikely journey
- 'Seriously bonkers': Knights-mania sweeps Newcastle ahead of NRL grand final
- Ponant Cruise Diverts Around Typhoon Jangmi, Showcasing Japan's Subtropical Islands
- Pressure point: Knights and Roosters face contrasting grand final expectations
- WACE overhaul: New Access pathway for students with disability, ATAR requirement for tertiary preparation courses
- Labor targets 'rogue' migration lawyers with new code of conduct
- Waleed Aly argues Greens have lost anti-establishment identity as Labor faces electoral headwinds
- eSafety report finds 'significant gaps' in child safety on Steam, Roblox, Fortnite and Minecraft
- Marie-France van Heel set to be most influential PM's spouse in decades
- EU envoy warns Australia against losing free trade pact opportunity
- Netanyahu alleges Islamist radicalisation behind attempted flydubai hijacking
- NRL Selection Reports Published Across Nine Network Sites
- Al Jazeera video roundup: Netanyahu likens flight incident to 9/11
- Hegseth puts Musk and Luckey on Pentagon advisory board for future warfare project, raising conflict of interest concerns
- Seventh arrest in RAF Fairford probe as 22-year-old British national held in London
- Brazil's attorney general warns foreign meddling 'cannot be tolerated' after Trump funding report
- Putin rules out Ukraine ceasefire, warns Russia will use all weapons to defend Kaliningrad
- Al Jazeera's Witness series highlights global stories on border deaths, train crash justice, and more
- Officials Detained as Kazakhstan Mourns Soldiers Lost at Sea
- Anika Wells named in Time100 list for social media ban work
- Anthropic pushes for opt-out copyright model in Australia as ABC and SBS warn of news ‘cannibalisation’
- Future Fund Rewards: 11 Public Servants Earned Over $1m, Topping PM's Salary
- Matt Kean slams approval of largest coal mine in NSW history, says climate cost ignored
- Government lifeline saves hundreds of smelter jobs
- Family of Renee Good sues Trump administration, ICE agent over fatal Minneapolis shooting
- Trump demands Europe release diesel reserves 'immediately' as export ban threat looms
- Trump dismisses poll ratings as ‘fake numbers’, deflects blame on Iran war in Time interview
- Crude oil exports from Strait of Hormuz return to pre-war levels as alternative routes emerge
- Al Jazeera Newsfeed: Protests, Airstrikes, and Political Violence in Latest Reports
- Christa Pike discharged from hospital after botched execution; 911 recordings show emergency delays
- Ye's Russia concerts officially cancelled after weeks of uncertainty
- Slovenian domain registrations surge 2,100% after Trump's 'super intelligence' push
- Indian pilot hailed as hero after stabbing on Israel-bound flight
- Al Jazeera News Roundup: Nigeria Fake Agency Charge, DR Congo Funeral, Mosque Demolition, Afghan Airstrikes, Flydubai Probe
- 40 Years Since Parramatta's Last Premiership Win
- Trump administration links falling crime to deportations; experts cite multiple factors
- Biljana Plavsic, Bosnian Serb leader convicted of war crimes, dies at 96
- Republican effort to accuse ex-Trump prosecutor of perjury backfires
- MI5 warns UK academics over research links to Chinese spy agency
- Russian drone strikes hit Kyiv school and nuclear facility grounds, Ukraine says
- Carlton overcomes torrential rain to down Hawthorn in AFLW round eight
- Mike Flanagan's Carrie Miniseries Updates Classic with Cyberbullying and Modern Themes
- Heeney wins third straight Bob Skilton Medal as suspended Swans dominate top 10
- Zach Merrett wins seventh Essendon best and fairest as Hawks trade stand-off continues
- Ivan Toney pleads not guilty to Soho nightclub assault charge
- UK privacy watchdog restructures, moves to Manchester
- British Sikh activist Jagtar Singh Johal released from Delhi prison after nine years
- Fires and petrol attacks mark escalation in French student protests as nearly 2,000 arrested
- Trump’s conspiratorial attacks endanger US freedoms, critics warn
- Afghanistan Accuses Pakistan of Airstrikes Killing Women and Children
- Ukraine defies Trump with continued strikes on Russian oil refineries
- Bedford rail crash: train accelerated after red light warning, investigators find
- HSC advice for 'the great middle': Don't do it for me, do it for yourself
- Column 8 readers explore AI, celebrity encounters and cryptic coincidences
- Renshaw hit on forearm adds to Australian cricket injury worries
- Jürgen Klopp dismisses claims Germany team are 'not white enough' as 'complete nonsense'
- K-pop star Song Min-ho convicted of military service violations, given suspended prison sentence
- Al Jazeera Newsfeed: Flydubai attack probe, Gaza burials, Swiss glacier loss, botched US execution
- Tennessee governor halts executions after botched lethal injection; Trump economic approval hits new low
- Shark Tank star Kevin O'Leary sued for defamation after accusing Utah data center critics of being Chinese agents
- Dutch Spy Agency Warns Modern Cars Could Be Used for Espionage by Hostile States
- Al Jazeera newsfeed: Gaza burials, Swiss glacier losses and failed US execution lead October 1 reports
- Japan's 20-fold permanent residency fee hike takes effect, drawing long queues at immigration offices
- Survivors and experts say campus sexual assault reporting systems are 'confusing' and traumatising
- Six smugglers jailed for manslaughter over worst Channel small boats disaster
- Ten injured in Newcastle crash as Knights chase premiership on grand final day
- South Africa omits Johannesburg from Australia Test tour in strategic venue choice, says Chappell
- Tom Hiddleston joins Everest film Tenzing after director's letter promises real snow, real crevasses
- Former Qantas captain warns locked cockpit doors create new terror risk
- Dueling airport rail promises expose Coalition coordination failure
- Preston Market redevelopment plans revealed: eight towers, 900 apartments, market footprint cut by 20 per cent
- China Opens First Overseas Air Force Base in Laos, Sparking Regional Concerns
- NSW police seize drugs, guns and Queensland Police uniforms in cross-border raid
- Extortion case collapses against Bandidos boss Joel Leavitt, exposing gaps in building industry laws
- UNHCR Raises Alarm Over Malaysia's Deportation of Asylum Seekers to Myanmar
- Carlton man accused of being IS propagandist supplied by fugitive Queensland doctor, court told
- Burns accuses new Greens leader Shoebridge of prejudice against Jewish Australians
- Hanson-Young speaks out on Greens divisions after leadership ballot
- Singapore government pilots dating app for civil servants
- Perth median dwelling price dips below $1 million, but rising rates blunt buyer relief
- Hawthorn's opening offer for Zach Merrett rejected by Essendon
- Gold Coast man charged with displaying Nazi symbols online
- Tories propose welfare overhaul requiring under-25s to work immediately for benefits
- Zimbabwean tycoon Wicknell Chivayo and wife die in helicopter crash
- Greens leadership in flux after Larissa Waters resigns, party gathers for Sydney retreat
- Roosters wait on concussion verdict for Connor Watson ahead of NRL grand final
- Passengers subdue co-pilot after flydubai flight plunges 17,000 feet
- Charity threatens legal action over NHS two-year wait for ADHD and autism assessments
- Healey under pressure to offer energy support as bills rise 4% to £1,723
- 'Devastating' root rot fungus detected in Australian crops for first time
- Funding cut to remote bus service could leave Aboriginal residents stranded in Alice Springs
- ATO to stop accepting credit card payments after November 30, warns of cash flow impact
- Australian woman dies in Vietnam after cosmetic surgery, reports say
- Essendon's bid for Cochrane clears path for Carlton to land father-son star Walker
- Crisafulli Stands Firm Against Coalition's Nuclear Push for AI Data Centres
- Nine Australians die of breast cancer daily, yet public underestimates toll, survey finds
- Wharfie Time office chat leaves a colleague distressed
- Land Forces Expo opens in Perth amid police 'fort' and activist bans
- Housemate testifies she did not know surfboard bags contained bodies, court hears in Lamarre-Condon trial
- NSW Planning Commission Approves Largest Coal Mine in State's History, Drawing Sharp Criticism
- Flood Watch Issued for Most of Victoria as Severe Weather System Dumps Heavy Rain
- Victorian Hospital Staff Launch Strike Over Pay and Conditions
- Lindian Resources switches on grid power at Malawi rare earths project
- Lions coach Chris Fagan retires days after leading Brisbane to third straight AFL premiership
- Tennessee execution apparently fails as inmate remains alive after lethal drugs administered
- Veteran NSW Labor MP Hugh McDermott to Retire as Party Pushes for More Female MPs
- Tensions run high at Perth council meeting over former CEO's sacking
- Court hears challenge to Trump's third tariff regime
- Brisbane and Sydney hit hardest as Australian house prices fall 5.2% from peak
- Three experts appointed to lead SA's Royal Commission into AI
- RBA Downplays Housing Stress Risks, Flags AI Bubble as Key Financial Threat
- Businesses in remote WA fear visa changes will worsen staffing shortages
- CBA commits to keeping regional branches and cash access until 2030
- Job uncertainty at SA tissue mill after takeover, union calls for government support
- California bans child marriage, a practice still legal in 32 US states
- Microsoft, Singtel, Netflix among major firms paying little to no Australian tax: ATO
- RBA warns AI investment debt cycle 'opaque and circular' as home buyers edge into negative equity
- Backpack wins Fat Bear Week as bogong moths return to Australia
- McEvoy eyes another big Randwick card after hot start to season
- Teen charged after machete incident at Perth shops
- Tamika Upton chases sixth NRLW premiership as Brisbane Broncos meet Sydney Roosters
- Army veteran and Afghan refugee turn shared grief into art exhibition
- Republican effort to trap Jack Smith backfires in Senate hearing
- AFL free agency opens Friday with Ben King, Zak Butters headlining trade period
- Jason Donovan to play Randle McMurphy in Melbourne's One Flew Over the Cuckoo's Nest
- Cameron Green suffers abdominal injury blow ahead of South Africa Test series
- Trump says 'only a Hispanic could survive' fall from White House ballroom
- Heroic effort to subdue co-pilot on flydubai flight 1073 to Israel
- Northern quoll may be locally extinct in Litchfield National Park, researcher says
- Putin shows no sign of halting war as Russia doubles down on Ukraine
- Swiss glaciers lost nearly 20% of ice in five years, new data shows
- New wave of landslides kills 30 in Nepal, trekkers evacuated from Annapurna Circuit
- Child deaths in India's tribal heartland: 32 young lives lost in Madhya Pradesh villages
- Cost of living brewing shift back to home coffee, Nestlé says
- Two men charged over Geraldton shooting as victim released from hospital
- Two men charged over Geraldton shooting that sparked manhunt
- Queensland youth detention workers reach in-principle pay deal after months of dispute
- Parents of Australian brothers killed in Mexico make emotional plea for verdict before they fly home
- Card surcharge ban takes effect amid warnings small businesses unprepared
- White Cliffs solar power station earns state heritage listing
- Queensland misses Thriving Kids sign-up deadline as program rolls out
- Immigration advocate sues CBP over phone search at Miami airport
- Fifth unvaccinated person dies of measles in Pennsylvania as outbreak tops 943 cases
- Hegseth names Musk to co-lead taskforce on future warfare
- Hegseth confirms plan to cut 20% of top US military officers
Tech48
- Apple reportedly developing smart home security camera that sends text alerts instead of video
- Report: Trump consulted Musk's Grok chatbot before Venezuela invasion
- AI cracks Napoleon's 217-year-old coded letter to general
- AMD Gainsborough chip leak fuels Steam Deck 2 speculation
- Cloudflare releases open-weight Clef decision models, claims speed and accuracy edge over Jev
- OpenAI Launches Virtual Try-On and Favorites Features for ChatGPT Shopping
- Google launches prototype AI chip to space as it maps path to orbital data centers
- Autonomous AI Agents Made Failed Hacking Attempts on US and Canadian Government Websites
- FTC launches sweeping investigation into OpenAI, Anthropic over consumer protection concerns
- Pentagon breach exposes data of 2.8 million military members, second federal agency hack in months
- AI writing still has telltale signs, study finds, despite efforts to sound human
- Marvel drops final VisionQuest trailer ahead of October premiere
- OpenAI defends firing of safety researchers as 'significant breach of trust'
- Mystery Unpermitted Flock Cameras Found in Florida, Authorities Unsure of Owners
- Airbnb CEO Brian Chesky says chatbots not right for e-commerce, advocates for 'multiplayer' AI interfaces
- Microsoft makes Windows settings backup the default in 26H2, sparking admin concerns
- AWS open sources Dogwood Local Engine to leash AI agent tool calls
- Microsoft's Nadella Pitches Copilot as 'OS for Work' at Invite-Only Enterprise Event
- Newsom vetoes California bill banning secret recordings with smart glasses
- AI named Ataraxos beats top Stratego player, ending long holdout for hidden-information games
- AWS releases open-source decision model Strands Decider 2B, joining wave of Jev-inspired AI tools
- Sony brings AI upscaling to standard PS5 with new QSSR technology
- Suspected Chinese Espionage Group Spoofs Anthropic Executive, White House Official in Phishing Campaign Targeting AI Policy Experts
- Shopify debuts Canvas, a store builder controlled by AI chat
- Microsoft begins disabling Exchange Web Services as retirement deadline nears
- Nikon investigates AI allegations in winning Small World competition entry
- Gears of War: E-Day benchmarks put Unreal Engine 5 MegaLights to the test
- Gears of War E-Day Pushes CPUs Harder Than Most Unreal Engine 5 Games
- AI hearing glasses from startup Legato launch, starting at $999
- SharpEmu emulator brings PS5 games to PC with rapid progress
- Amazon Unveils Redesigned Kindles with Aluminum Options, Faster Performance, and Page-Turn Case
- HP OmniBook 5 14 Takes Aim at MacBook Neo with OLED Display, Starting at $699
- Photon Raises $4.5M After Holding a Funeral for Mobile Apps, Betting on AI Agents Instead
- OpenAI Debuts Dots AI Agent at DevDay, Takes Aim at Meta's Muse
- Kiteworks patches max-severity code execution flaw after warning of zero-day attacks
- Police Dismantle KillSec Ransomware Gang and Arrest Alleged 16-Year-Old Administrator
- Microsoft detects hackers exploiting critical Zimbra bug before public disclosure
- DeepSeek and Huawei Release Open-Source AI Programming Tools for Ascend Chips
- England's secondary schools report fewer cyber incidents and faster recoveries, Ofqual survey finds
- Satlyt Raises $8M to Build Middleware for AI in Space, Launches Software on SpaceX Rocket
- OpenAI says Moonshot AI led campaign to extract hidden model reasoning
- EU regulators examine Binance's use of MiCA licensing exemption
- Hackers stole Pentagon personnel records of over 3 million people
- MetaMask discloses infrastructure security incident, exits validators as precaution
- Dogecoin DeFi Testnet Launches as DogeOS Aims to Expand DOGE Beyond Payments
- MetaMask says no funds at risk as it exits Ethereum validators after security incident
- China introduces world's strictest rules on human-like AI chatbots
- Hackers exploiting critical Zimbra flaw to steal emails, Microsoft warns
Business31
- Lyft to pay $272.5 million to settle California driver misclassification lawsuit
- UK to Ban Airlines from Charging Parents to Sit with Children
- Kevin Mandia's Armadin Raises $255.5M for AI-Powered 'Agent Swarm' Security
- Retailers warn of price rises despite RBA surcharge reforms
- Award-commended Clareville home 'Reeves House' listed for $6 million after a decade of treetop living
- ASX set to open higher as bond market swings rattle global equities
- MyMonthlyCar aims to turn idle dealership inventory into month-to-month rental revenue
- Judge dismisses antitrust lawsuits against Google over AI Overviews
- World's first enhanced geothermal plant goes online, built in 23 months
- Data centers' energy and water use shrouded in secrecy as ratepayer costs mount
- Microsoft executive Ryan Roslansky departs after nearly 18 years
- Audible introduces AI-powered features to compete with Spotify in audiobook market
- Michael Jordan 'Last Dance' jersey sells for $12.3 million, setting memorabilia record
- Travelodge guests still at risk, independent review finds after sexual assault case
- Naomi Campbell Wins Legal Challenge to Overturn Charity Trustee Ban
- New York City Enforces 'Click to Cancel' Subscription Rule, a First in the US
- Samsung Raises Galaxy S26 Prices by $100 in the US
- UK bookmakers warned against rogue casinos while profiting from offshore gambling deal, leak reveals
- Datacenter in New Jersey emitted pollution for nearly a year without required permits
- Micron forecasts worsening memory shortage through 2028, posts record profits
- Canada's Weston family buys Boots for $8.9bn
- Citigroup raises bitcoin 12-month target to $113,000 on ETF inflows
- UK house price growth halves in September as Middle East uncertainty deters buyers
- Critica appoints commodities veteran Hannah Badenach to board as projects near commercial phase
- Aurum Resources reports best-ever drill result at Boundiali gold project in Côte d'Ivoire
- Broken Hill Gold completes third pour at White Dam, funds refurbishment for Vertigo restart
- NeuroScientific appoints Southern Star Research to manage phase 2 Crohn's trial
- Flagship Minerals unveils large tungsten exploration target at Khao Soon
- Veuve Clicquot brings first Sun Escape to outback Queensland lodge
- Ampol buys Evie Networks in $225m EV charging deal
- Flow Engineering raises $50M Series B at $750M valuation for AI hardware design tools
Australia28
- Chin Chin chef on crafting the perfect flavour profile for Melbourne Cup
- Man charged over alleged sexual assault of woman in Sydney park
- Adjaruli khachapuri takes centre stage at Tbilisi restaurant review
- Victoria’s best new restaurants of 2026: Good Food Guide names 10 finalists
- Bar Copains team opens Parisian-style wine spot with people-watching perch
- ‘More seagulls than people’: Melbourne’s City Square remains a ghost town nine months after reopening
- Blacktown's Christmas lights cul-de-sac faces demolition in public housing redevelopment battle
- Brisbane Grammar School raises teacher salaries to $140,000, matching Girls Grammar
- Melbourne's State Theatre reopens after multimillion-dollar renovation
- Family rescued from floodwaters as record rainfall hits Melbourne
- Malthouse Theatre unveils satirical Australian take on Gone With the Wind for 2027 season
- Suppression order kept identity of doctor who allegedly filmed woman showering from victim for months
- First illegal e-bikes crushed under new NSW laws as hospital warns of trauma spike
- Hartford College to close after four years, parents blindsided
- Newington College teacher charged with sexually assaulting student during Great Barrier Reef trip and on campus
- Melbourne's Yiaga wins global 'One to Watch' award months after opening
- Woollahra mayor admits to looking up pro-housing advocate's home value during heated council meeting
- Unbeaten NZ mare Well Written aims for Epsom Handicap glory at Randwick
- Fringe Festival debut 'Glimpses of Heaven' earns four stars and call for main-stage season
- Two walk free as trio sentenced over fatal Ipswich shooting
- Thousands of Victorian doctors to walk off job in pay and safety dispute
- Six train and platform doors to stay shut when Sydney's M1 metro extension opens
- Western Sydney communities on edge after mistaken-identity shootings claim more lives
- The Roosters' most confusing banner: Wayne Leong and his Quagmire sign
- VRC chairman Neil Wilson to stand down after Melbourne Cup carnival
- Melbourne Catholic school to close after enrolments fall to 33 students
- Third piece of Brisbane 2032 Games emblem revealed in Rockhampton
- Finalist chosen for key Queensland Olympic venue, reports say
Science8
- SpaceX Launches Four Astronauts to ISS After Valve Repair Delay
- NASA's SpaceX Crew-13 Launches to International Space Station
- Webb Telescope Offers New Insights into Planet-Shattering Collisions
- Australian scientists identify causes of recurrent bacterial vaginosis
- Canada awards launch contracts to three domestic rocket developers as US relations sour
- NASA's Swift Observatory Rescue Mission Fails, But Officials Praise Effort
- Georgia Tech researchers build implant network that uses body tissue as transmission medium
- Chicxulub impact crater may have hosted life for millions of years after asteroid strike
AI research69
- Event graphs improve LLM stock forecasts across two major markets
- Random exploration yields planning without reward or policy improvement training
- Training on aligned data can cause misalignment in different contexts
- Shared scheduler enables realistic training of continual-learning agents
- Language agents rarely withdraw selectively when instructions or permissions change
- Local clinical agents learn to consult remote models without identifying patients
- Agents can budget external checks without sacrificing task quality
- Clinical language models diagnose well but often mishandle full encounters
- Evolved agent harnesses cut long-video analysis costs while improving accuracy
- MILO co-evolves agent harnesses and the strategies that discover them
- Models Learn to Allocate Context and Scale Inference More Effectively
- Agents learn to reset noisy context during long web searches
- Parallel tile inspection helps models find details in large images
- Self-updating agents can improve performance while quietly weakening safety
- Managing research ideas helps autonomous agents search faster
- Correlated reasoning paths limit the gain from adding more LLM reasoning branches.
- Online distillation cuts needless verbosity in RL-trained models
- Tree-tracing reinforcement learning improves reasoning across long dialogue histories
- Training recipe boosts security in AI-generated code by improving planning and testing
- Chunk-level critics reduce compute for reinforcement learning on long proofs
- Shopping agents falter when user needs change across a conversation
- Security agents lose evidence support when available telemetry changes
- Frontier vision-language models mostly fail a real low-speed driving course
- Reusable harness components let agents adapt workflows to each task
- Agents improve collaboration by learning teams and evidence-gated communication
- EvoSteer Repairs Multi-Agent Workflows While They Are Still Running
- RefCon improves agent memory by refining and contrasting past experience
- Terminal agents verify often but miss and mishandle many errors
- Explicit diversity training gives LLM agents distinct successful strategies
- Selective self-distillation helps LLM judges generalize on subjective evaluations
- Adaptive routing helps one language model handle mixed request types
- Training on self-generated algorithms helps design agents escape performance plateaus
- Language-Based Memory Helps Driving Models Track Earlier Road Events
- Reverse scoring helps diffusion agents escape repeated failed actions
- Protocol-Level Rewards Reduce Rubric Gaming in Clinical Language Models
- Long context windows do not ensure reliable sustained execution
- An LLM agent assembles sample-based quantum chemistry workflows
- Forensic tool use improves explainable zero-shot image forgery detection
- Simulation-first framework lets coding agents learn real robot skills in 10 minutes
- Cross-checking coding agents improves reliability in automated model research
- Visual image rearrangement helps models when exact evidence matters most
- Cross-fitted feedback curbs shared errors in self-evolving search agents
- Correcting search bias makes deep research conclusions more representative
- Robot agents improve by building and reusing executable motion tools
- Coding-agent approvals can authorize actions different from those executed
- Informed attackers can evade static and LLM-based agent skill scanners
- Clinical agents learn to gather evidence across longitudinal MRI records
- Simulated future actions may expose multi-turn agent attacks earlier
- Training agents on their own trajectories accelerates reward-based learning
- Research agents can reuse experience to avoid unnecessary experiments
- Linked story artifacts help authors supervise narrative-generating agents
- Adaptive instruction selection helps language models learn from peers
- Helpful AI agents can hide credentials from oversight systems
- Recursive testing loops improve generated games across two engines
- Installable agent skills can inherit user authority without adequate checks
- Clinical agents falter when health records cannot support the question
- Splitting malicious actions from their rationale defeats skill-by-skill audits
- New benchmark disentangles sycophancy from empathy in multi-turn LLM conversations
- Method to permanently erase unwanted LLM personas via weight edits
- Shared scene graphs connect interaction understanding with grounded robot planning
- Tailoring agent harnesses per task beats one-size-fits-all optimization
- Dataset turns failed agent traces into diagnosis and repair supervision
- Self-programmed memory adapts retrieval depth to each agent query
- Training agents around decisive errors improves prevention and recovery
- Research-guided software evolution improves fixed-model agents on two benchmarks
- Competitive self-play discovers compact motor skills humans can directly control
- Persistent context graphs cut agent memory costs without extra model calls
- Touch-directed curiosity helps robots discover useful manipulation skills
- Multi-agent orchestration produced proofs for five open research problems