Neural language models are black-boxes--both linguistic patterns and factual knowledge are distributed across billions of opaque parameters. This entangled encoding makes it difficult to reliably inspect, verify, or update specific facts. We introduce Limited Memory Language Models (LMLM), a new class of language models that externalizes factual knowledge to external database during pre-training rather than memorizing them. Our pre-training approach strategically masks externally retrieved factual values from the training loss, thereby teaching the model to perform targeted lookups rather than relying on memorization in model weights. Our experiments demonstrate that LMLMs achieve competitive performance compared to significantly larger LLMs on standard benchmarks, while offering the advantages of explicit, editable, and verifiable knowledge bases.

The secret cult caves of polyamorous Mormon'prophet' with 85 wives are seen for first time Florida's housing market is tanking but the birthplace of Southern rock keeps its groove and defies the crash New double weather warning: 'tropical wave' headed to U.S. after hurricanes Humberto and Imelda wreak havoc My war with Harry & Meghan, by PIERS MORGAN: What really happened, their absurd accusations, the brutal truth about post-royal life... and how I believe their royal racism lies helped kill off woke But experts warn the huge benefits come with risks... here's what it means for YOU It is known as America's Playground but is now the epicenter of a food desert as residents go hungry I hung ICE agent effigies from the gallows in my yard. MAGA had a huge meltdown. They're going to lose their minds when they see what else I've done Dem governor finally takes action after pressure from Republicans over Ukrainian refugee's train murder Taylor, your album should be'Life of a Callgirl'. KENNEDY's appalled take on Swift's new record... and its ultra-vivid sex shout outs for Travis the Sasquatch Fate of the four Scottish crime lords who terrorised Dubai: Gangsters thought they were'untouchable' after spree of executions and firebombings. Now we reveal hellhole jail, inhumane'toilet paper' punishment... and where they are now Vile Chicago woman filmed rubbing dog poop on Cybertruck emblazoned with Donald Trump's signature Tycoon who is cousin of former President George W. Bush expected to launch run for Maine governor Israel prepares to implement'first stage' of Trump's Gaza peace plan Cassie Ventura's attorney responds to Diddy sentencing as she's hailed by judge who jailed vile rapper How I look like this at 62. I've lost 5 stone fast, 20 years off my biological age and wear size 8... without weight-loss jabs.

The secret cult caves of polyamorous Mormon'prophet' with 85 wives are seen for first time Florida's housing market is tanking but the birthplace of Southern rock keeps its groove and defies the crash My war with Harry & Meghan, by PIERS MORGAN: What really happened, their absurd accusations, the brutal truth about post-royal life... and how I believe their royal racism lies helped kill off woke But experts warn the huge benefits come with risks... here's what it means for YOU I hung ICE agent effigies from the gallows in my yard. MAGA had a huge meltdown. They're going to lose their minds when they see what else I've done Vile Chicago woman filmed rubbing dog poop on Cybertruck emblazoned with Donald Trump's signature Taylor, your album should be'Life of a Callgirl'. KENNEDY's appalled take on Swift's new record... and its ultra-vivid sex shout outs for Travis the Sasquatch Fate of the four Scottish crime lords who terrorised Dubai: Gangsters thought they were'untouchable' after spree of executions and firebombings. Now we reveal hellhole jail, inhumane'toilet paper' punishment... and where they are now Olympic gold medalist forced to put Louisiana home up for sale as she'can't make a living' months after filing for divorce Tycoon who is cousin of former President George W. Bush expected to launch run for Maine governor Israel prepares to implement'first stage' of Trump's Gaza peace plan Cassie Ventura's attorney responds to Diddy sentencing as she's hailed by judge who jailed vile rapper The truth about Keith Urban's guitarist'other woman' Maggie Baugh revealed amid Nicole Kidman divorce How I look like this at 62. I've lost 5 stone fast, 20 years off my biological age and wear size 8... without weight-loss jabs.

Tycoon who is cousin of former President George W. Bush expected to launch run for Maine governor Israel prepares to implement'first stage' of Trump's Gaza peace plan Olympic gold medalist forced to put Louisiana home up for sale as she'can't make a living' months after filing for divorce It's day one of Diddy's comeback tour: MAUREEN CALLAHAN's dark prediction of Sean Combs' shameless next act... and who'll be welcoming him back with open arms Kevin O'Leary calls skipping prenups'moronic' as he urges couples to protect financial independence Taylor, your album should be'Life of a Callgirl'. KENNEDY's appalled take on Swift's new record... and its ultra-vivid sex shout outs for Travis the Sasquatch My war with Harry & Meghan, by PIERS MORGAN: What really happened, their absurd accusations, the brutal truth about post-royal life... and how I believe their royal racism lies helped kill off woke Male escort'The Punisher' breaks down in tears at Diddy's sentencing after he took part in'freak offs' Shroud of Turin mystery deepens as surgeon spots hidden detail that points to Jesus' resurrection I'm no longer sleeping with my husband - and never will again, says MOLLY RYDDELL. I love him, but counted down the moments until he climaxed. Then I couldn't bear it any more and the truth spilled out... so many women feel the same Cassie Ventura's attorney responds to Diddy sentencing as she's hailed by judge who jailed vile rapper Fans erupt at Taylor Swift's'dig' at Travis Kelce's ex Kayla Nicole in wild The Life of a Showgirl track The truth about Keith Urban's guitarist'other woman' Maggie Baugh revealed amid Nicole Kidman divorce How I look like this at 62. I've lost 5 stone fast, 20 years off my biological age and wear size 8... without weight-loss jabs. The THREE singers Keith Urban's been cosying up to revealed - now Nicole Kidman's on the warpath and has done the thing every estranged husband fears most: ALISON BOSHOFF Dad's fury as stranger who stabbed his six-year-old boy in his sleep is freed from jail after just 10 years Trump appears alongside Melania at dinner hosted by JD Vance and Usha after'disappearance' rumors Top plastic surgeons reveal secrets behind Taylor Swift's'changing' face: 'It is looking very full' Kylie Jenner flashes her sculpted midriff in skimpy bra with Rosalia after viral'awkward' moment amid PFW Map shows where new strain of Covid is exploding in 19 states as sufferers are hit with'razor-blade' symptoms The REAL reason Britain has so many potholes: Experts blame'whack-a-mole' approach to filling holes - and claim local authorities should focus on preventative treatments instead READ MORE: Interactive map reveals Britain's pothole hotspots Whether its on a quiet country road or a busy motorway, it seems almost impossible to drive anywhere in Britain without hitting a pothole.

Tycoon who is cousin of former President George W. Bush expected to launch run for Maine governor Israel prepares to implement'first stage' of Trump's Gaza peace plan Olympic gold medalist forced to put Louisiana home up for sale as she'can't make a living' months after filing for divorce It's day one of Diddy's comeback tour: MAUREEN CALLAHAN's dark prediction of Sean Combs' shameless next act... and who'll be welcoming him back with open arms Kevin O'Leary calls skipping prenups'moronic' as he urges couples to protect financial independence Taylor, your album should be'Life of a Callgirl'. KENNEDY's appalled take on Swift's new record... and its ultra-vivid sex shout outs for Travis the Sasquatch My war with Harry & Meghan, by PIERS MORGAN: What really happened, their absurd accusations, the brutal truth about post-royal life... and how I believe their royal racism lies helped kill off woke Male escort'The Punisher' breaks down in tears at Diddy's sentencing after he took part in'freak offs' Shroud of Turin mystery deepens as surgeon spots hidden detail that points to Jesus' resurrection I'm no longer sleeping with my husband - and never will again, says MOLLY RYDDELL. I love him, but counted down the moments until he climaxed. Then I couldn't bear it any more and the truth spilled out... so many women feel the same Cassie Ventura's attorney responds to Diddy sentencing as she's hailed by judge who jailed vile rapper Fans erupt at Taylor Swift's'dig' at Travis Kelce's ex Kayla Nicole in wild The Life of a Showgirl track The truth about Keith Urban's guitarist'other woman' Maggie Baugh revealed amid Nicole Kidman divorce How I look like this at 62. I've lost 5 stone fast, 20 years off my biological age and wear size 8... without weight-loss jabs. The THREE singers Keith Urban's been cosying up to revealed - now Nicole Kidman's on the warpath and has done the thing every estranged husband fears most: ALISON BOSHOFF Dad's fury as stranger who stabbed his six-year-old boy in his sleep is freed from jail after just 10 years Trump appears alongside Melania at dinner hosted by JD Vance and Usha after'disappearance' rumors Top plastic surgeons reveal secrets behind Taylor Swift's'changing' face: 'It is looking very full' Kylie Jenner flashes her sculpted midriff in skimpy bra with Rosalia after viral'awkward' moment amid PFW Map shows where new strain of Covid is exploding in 19 states as sufferers are hit with'razor-blade' symptoms Is your partner suddenly sending suspiciously romantic texts?

W hat happens when an internationally bestselling historian, a Nobel peace prize-winning journalist and a former politician get together to discuss the state of the world, and where we're heading? Yuval Noah Harari is an Israeli medieval and military historian best known for his panoramic surveys of human history, including Sapiens, Homo Deus and, most recently, Nexus: A Brief History of Information Networks from the Stone Age to AI. Maria Ressa, joint winner of the Nobel peace prize, is a Filipino and American journalist who co-founded the news website Rappler. And Rory Stewart is a British academic and former Conservative MP, writer and co-host of The Rest Is Politics podcast. Their conversation ranged over the rise of AI, the crisis in democracy and the prospect of a Trump-Putin wedding, but began by considering a question central to all of their work: how to live a good life in an increasingly fragmented and fragile world? People have been arguing about this for thousands of years.

Diddy FUMBLES as he speaks in public for first time in 13 months and begs his mother's forgiveness through tears Robert Griffin III involved in'scary' car crash with wife and kids as shocking photos emerge Shroud of Turin mystery deepens as surgeon spots hidden detail that points to Jesus' resurrection I was so happy after trying a trendy new cosmetic procedure. But 10 years later I suffered a devastating side effect... the doctor had lied I'm no longer sleeping with my husband - and never will again, says MOLLY RYDDELL. I love him, but counted down the moments until he climaxed. Then I couldn't bear it any more and the truth spilled out... so many women feel the same The'middle-class kinks' saving marriages: Wives reveal the eight buzzy sex trends that revived their lagging libidos - including the fantasy husbands are secretly obsessed with I'm a woman with autism... here are the signs you might be masking, even from yourself Lori Loughlin's husband Mossimo Giannulli seen with mystery brunette in tiny skirt day after shock split Body count from Houston's bayous rises as serial killer whispers grip city and residents are told: 'Be vigilant' Realtor with expensive ex-wife arrested over shocking $11.6m claims about how he was funding Palm Beach lifestyle Trump dollar coin design released by Treasury... and it's inspired by the most iconic political photo of the century I've loved Taylor Swift for years. Mystery deepens over Hulk Hogan's death as his widow faces fresh anguish Warning as pasta salad is recalled due to risk of'fatal infections' Agents rushed to a West Texas farm Thursday morning after a massive balloon from space crash-landed in a crop field.

US military poised to seize ports and airfields in Venezuela as Trump strikes a fourth'narco-terrorist' boat Robert Griffin III involved in'scary' car crash with wife and kids as shocking photos emerge I'm no longer sleeping with my husband - and never will again, says MOLLY RYDDELL. I love him, but counted down the moments until he climaxed. Then I couldn't bear it any more and the truth spilled out... so many women feel the same Body count from Houston's bayous rises as serial killer whispers grip city and residents are told: 'Be vigilant' I was so happy after trying a trendy new cosmetic procedure. But 10 years later I suffered a devastating side effect... the doctor had lied His daughter was warped into an ultra-woke monster and set fire to his life. Now, GOP state senator Jay Block fights back... and reveals the dark secrets she was desperate to hide The'middle-class kinks' saving marriages: Wives reveal the eight buzzy sex trends that revived their lagging libidos - including the fantasy husbands are secretly obsessed with Lori Loughlin's husband Mossimo Giannulli seen with mystery brunette in tiny skirt day after shock split Realtor with expensive ex-wife arrested over shocking $11.6m claims about how he was funding Palm Beach lifestyle Map shows where new strain of Covid is exploding in 19 states as sufferers are hit with'razor-blade' symptoms Fired CNN host Don Lemon's delivers expletive-filled rant at Megyn Kelly for comments about his husband Shroud of Turin mystery deepens as surgeon spots hidden detail that points to Jesus' resurrection Mystery deepens over Hulk Hogan's death as his widow faces fresh anguish Scientist says ancient human civilizations lived on the moon... and the proof will be televised soon Scientist says ancient human civilizations lived on the moon... and the proof will be televised soon A scientist has claimed that astronauts may soon uncover the remains of a long-lost human civilization that once lived on the Moon 50,000 years ago.

Anguished Diddy clutches his head in his hands in first image from disastrous sentencing that's gone from bad to worse Mystery deepens over Hulk Hogan's death as his widow faces fresh anguish I'm no longer sleeping with my husband - and never will again, says MOLLY RYDDELL. I love him, but counted down the moments until he climaxed. Then I couldn't bear it any more and the truth spilled out... so many women feel the same Map shows where new strain of Covid is exploding in 19 states as sufferers are hit with'razor-blade' symptoms US military poised to seize ports and airfields in Venezuela as Trump strikes a fourth'narco-terrorist' boat Body count from Houston's bayous rises as serial killer whispers grip city and residents are told: 'Be vigilant' Selena Gomez's $1.3B fortune could create risks in Benny Blanco marriage despite his $50M success, experts reveal His daughter was warped into an ultra-woke monster and set fire to his life. Now, GOP state senator Jay Block fights back... and reveals the dark secrets she was desperate to hide Realtor with expensive ex-wife arrested over shocking $11.6m claims about how he was funding Palm Beach lifestyle The'middle-class kinks' saving marriages: Wives reveal the eight buzzy sex trends that revived their lagging libidos - including the fantasy husbands are secretly obsessed with Scientists discover key part of the brain that degrades in Alzheimer's... paving way for breakthrough therapies Lori Loughlin's estranged husband Mossimo Giannulli seen with mystery brunette amid shock split Manchester synagogue terrorist was on bail for alleged rape at the time of his rampage and was'struggling with debt' after'splitting up with his wife and young son' Scientists behind study linking Tylenol to autism accuse Trump of'spreading misinformation' Teresa Giudice thought she was going to'die' during panic attack on Special Forces... after she was called'stupid' Shroud of Turin mystery deepens as surgeon spots hidden detail that points to Jesus' resurrection A dental surgeon who had achieved professional success felt a void in his life until a rare exhibition in Turin, Italy, changed everything. Dr John Sottosanti stood before the Shroud of Turin, the ancient linen believed to have wrapped Jesus' body after the crucifixion, when he noticed something few had ever seen: the faint outline of human teeth beneath the cloth's imprint.

On this episode of, we introduce you to DoorDash's new delivery robot and discuss what the growing robot population means for humans. Coco delivery robots navigate the streets of Santa Monica, CA. All products featured on WIRED are independently selected by our editors. However, we may receive compensation from retailers and/or from purchases of products through these links. Earlier this week, DoorDash unveiled its own new autonomous robot called Dot. The company says it's part of its goal to have a "hybrid" model for deliveries. It's the latest sign of a renewed interest in the industry of delivery robots after years of challenges. WIRED's Aarian Marshall joins us to discuss why this matters for all of us, whether we're ordering in or not. Write to us at uncannyvalley@wired.com . You can always listen to this week's podcast through the audio player on this page, but if you want to subscribe for free to get every episode, here's how: If you're on an iPhone or iPad, open the app called Podcasts, or just tap this link . Hey, Louise, how are you doing? Yeah, Lauren is on a really exciting trip to Arizona that I'm sure we'll hear more about soon. So, as her editor, I am happy to fill in when she's off on an adventure.