Using ChatGPT To Enhance Hand-Generated Television News Closed Captioning

Hand-generated television news closed captioning in the US is typically exclusively upper or lower case and is often riddled with typographical errors and odd punctuation choices. Could Large Language Models (LLMs) like ChatGPT be used to post-process such captioning archives to enhance them into much more readable text?

Let's explore this question with the same ABC Evening News broadcast we tested yesterday.

Prompt:

Correct the punctuation, capitalization and spelling of "TONIGHT, SEVERAL DEVELOPING STORIES AS WE COME ON THE AIR. NEWS COMING IN, THE SUSPECTED CHINESE SPY BALLOON HOVERING OVER THE U.S. WHERE IT IS NOW, AND WILL THERE BE A WINDOW TO SHOOT IT DOWN? ALSO TONIGHT, THE DANGEROUS LIFE-THREATENING COLD MOVING INTO THE NORTHEAST. THE LIVE READINGS ALREADY. FIRST, THE PENTAGON TRACKING THAT CHINESE BALLOON, THE INTELLIGENCE BAY HANGING BENEATH IT, THE SIZE OF THREE BUSSES. WHERE IT WAS SPOTTED TODAY OVER THE U.S., WHERE IT'S BELIEVED TO BE HEADED NOW, 60,000 FEET IN THE AIR. WILL THE U.S. SHOOT THIS DOWN? SECRETARY OF STATE ANTONY BLINKEN POSTPONING HIS HIGH STAKES TRIP TO CHINA. MOLA LENGHI, MARY BRUCE STANDING BY AT THE WHITE HOUSE. THE DEADLY COLD ALREADY TONIGHT, THE NATIONAL WEATHER SERVICE IS CALLING IT A ONCE IN A GENERATION ARCTIC BLAST. 25 MILLION AMERICANS, MULTIPLE STATES. NEW YORK CITY, PHILADELPHIA, BOSTON, WIND-CHILL READINGS IN MAINE EXPECTED TO REACH 60 BELOW ZERO. AND WHERE THE WIND CHILL IS ALREADY 106 DEGREES BELOW ZERO TONIGHT. VICTOR OQUENDO IN MASSACHUSETTS. ROB MARCIANO TIMING THIS OUT. THE DEADLY ASSAULT ON AN E.R. DOCTOR RIDING HIS MOUNTAIN BIKE. POLICE SAY THE SUSPECT IN HIS CAR HITTING THE VICTIM, THEN ALLEGEDLY GETTING OUT AND ATTACKING HIM. MATT GUTMAN REPORTING. ANOTHER SCARE AT THE AIRPORT. THIS TIME, NEWARK. TWO PASSENGER JETS CLIPPING WINGS. ONE PLANE FULL OF PASSENGERS. THE STUNNING AND UNEXPECTED JOBS REPORT TONIGHT. PRESIDENT BIDEN CELEBRATING THE NUMBERS. THE UNEMPLOYMENT RATE NOT THIS LOW SINCE 1969. SO, HOW DOES THIS COMPLICATE STEPS BY THE FED MOVING FORWARD? REBECCA JARVIS, AS ALWAYS, BREAKING IT DOWN. THE ALEX MURDAUGH DOUBLE MURDER TRIAL. THE DEFENSE TEAM, AND WHAT A BALLISTICS EXPERT ACKNOWLEDGED TODAY. AND TONIGHT, THE STORY OF ALEX MURDAUGH'S HOUSEKEEPER DYING IN A FALL AT THE HOME. WHAT THE FAMILY SAYS THEY NEVER KNEW. PROSECUTORS SAY MURDAUGH GOT A $5 MILLION PAYOUT FROM A POLICY THAT COVERED THE HOUSEKEEPER'S FALL. BUT WILL THE JURY HEAR ABOUT IT? EVA PILGRIM REPORTING. ROBIN ROBERTS TONIGHT AND HER EPIC JUMP. ROBIN FROM NEW ZEALAND, THE BIRTHPLACE OF THE BUNGEE JUMP. YOU'LL SEE HER JUMP FROM THE TALLEST BUILDING IN THE SOUTHERN HEMISPHERE. TONIGHT, THE LESSON ON CONQUERING FEAR. GOOD EVENING. IT IS GREAT TO HAVE YOU WITH US ON A FRIDAY NIGHT. ALMOST TO THE WEEKEND, BUT IT WILL BE BRUTALLY COLD, DANGEROUS, LIFE-THREATENING COLD. THE READINGS COMING IN RIGHT NOW, AND WHERE THE WIND CHILL IS ALREADY MORE THAN 100 DEGREES BELOW ZERO. THAT'S IN A MOMENT HERE. BUT WE BEGIN WITH THE CHINESE SPY BALLOON HOVERING OVER THE U.S. TONIGHT. CHINA CLAIMING IT IS A WEATHER BALLOON THAT BLEW OFF COURSE. U.S. AUTHORITIES BELIEVE THIS IS A SURVEILLANCE BALLOON BEING MANEUVERED BY CHINA, LIKELY USING SPY SATELLITES. TODAY THE BALLOON WAS SPOTTED OVER MISSOURI. SO WHERE IS IT TONIGHT, AND WHERE U.S. AUTHORITIES BELIEVE IT'S HEADED. AMONG THE FIRST SIGHTINGS OVER BILLINGS, MONTANA. THAT INTELLIGENCE BAY HANGING BENEATH THE BALLOON, THAT'S THE SIZE OF THREE BUSSES. THE PENTAGON TONIGHT ON DISCUSSIONS OVER WHETHER OR NOT TO SHOOT IT DOWN, AND WILL THERE BE A SMALL WINDOW OF OPPORTUNITY TO DO JUST THAT? WHAT WE'RE LEARNING TONIGHT. SECRETARY OF STATE ANTONY BLINKEN POSTPONING HIS HIGH-STAKES TRIP TO BEIJING, CALLING CHINA'S ACTIONS UNACCEPTABLE. SO, WILL THIS BE SHOT DOWN? IF SO, WHERE? AND WHAT CHINA IS SAYING TONIGHT. MARY BRUCE AT THE WHITE HOUSE, AND ABC'S MOLA LENGHI LEADING US OFF TONIGHT IN MONTANA. Reporter: TONIGHT, THE PENTAGON CONFIRMING THE MASSIVE CHINESE SPY BALLOON IS ON THE MOVE 60,000 FEET ABOVE THE GROUND AND HEADING EAST. THE BALLOON CONTINUES T MOVE EASTWARD AND IS CURRENTLY OVER THE CENTER OF THE CONTINENTAL UNITED STATES. WHAT THE HECK IS THAT? Reporter: A SENIOR U.S. OFFICIAL TELLS ABC NEWS THE BALLOON NOW APPEARS HEADED TOWARDS NORTH CAROLINA. ACROSS THE COUNTRY TODAY, AMERICANS WITH THEIR EYES ON THE SKIES, POSTING IMAGES LIKE THIS ONE, THE BALLOON FLOATING OVER MISSOURI. COMMERCIAL PILOTS RADIOING IN."

ChatGPT:

Tonight, several developing stories as we come on the air: news coming in about the suspected Chinese spy balloon hovering over the U.S. Where it is now, and will there be a window to shoot it down? Also tonight, the dangerous, life-threatening cold moving into the Northeast. The live readings already, first the Pentagon tracking that Chinese balloon, the intelligence bay hanging beneath it, the size of three buses. Where it was spotted today over the U.S., where it's believed to be headed now, 60,000 feet in the air. Will the U.S. shoot this down? Secretary of State Antony Blinken postponing his high-stakes trip to China. Mola Lenghi and Mary Bruce are standing by at the White House. The deadly cold already tonight, the National Weather Service is calling it a once-in-a-generation arctic blast. Twenty-five million Americans in multiple states, including New York City, Philadelphia, and Boston, with wind-chill readings in Maine expected to reach 60 below zero and where the wind chill is already 106 degrees below zero tonight. Victor Oquendo is in Massachusetts, and Rob Marciano is timing this out. The deadly assault on an E.R. doctor riding his mountain bike. Police say the suspect in his car hit the victim, then allegedly got out and attacked him. Matt Gutman is reporting. Another scare at the airport, this time in Newark, with two passenger jets clipping wings, one plane full of passengers. The stunning and unexpected jobs report tonight, with President Biden celebrating the numbers. The unemployment rate not this low since 1969. So, how does this complicate steps by the Fed moving forward? Rebecca Jarvis, as always, is breaking it down. The Alex Murdaugh double-murder trial and the defense team, and what a ballistics expert acknowledged today. And tonight, the story of Alex Murdaugh's housekeeper dying in a fall at the home. What the family says they never knew. Prosecutors say Murdaugh got a $5 million payout from a policy that covered the housekeeper's fall. But will the jury hear about it? Eva Pilgrim is reporting. Robin Roberts tonight and her epic jump from New Zealand, the birthplace of the bungee jump, jumping from the tallest building in the Southern Hemisphere. Tonight, the lesson on conquering fear. Good evening. It is great to have you with us on a Friday night. Almost to the weekend, but it will be brutally cold, dangerous, life-threatening cold. The readings are coming in right now, and where the wind chill is already more than 100 degrees below zero. That's in a moment here. But we begin with the Chinese spy balloon hovering over the U.S. tonight. China claims it is a weather balloon that blew off course. U.S. authorities believe this is a surveillance balloon being maneuvered by China, likely using spy satellites. Today, the balloon was spotted over Missouri. So where is it tonight, and where do U.S. authorities believe it's headed? Among the first sightings over Billings, Montana. That intelligence bay hanging beneath the balloon is the size of three buses. The Pentagon tonight is discussing whether or not to shoot it down, and will there be a small window of opportunity to do just that? We will learn more tonight. Secretary of State Antony Blinken is postponing his high-stakes trip to Beijing, calling China's actions unacceptable. So, will this be shot down? If so, where? And what is China saying tonight? Mary Bruce is at the White House, and ABC's Mola Lenghi is leading us off tonight in Montana.

(Note: corrected punctuation, capitalization, and spelling are shown in bold.)

Note that despite ChatGPT appending a note about bolding corrected text, no text was bolded in the response. Note also that the entire last story is missing. Converting both texts to lowercase and comparing using a free online diff checker:

Prompt:

Correct the punctuation, capitalization and spelling of "WE GOT THAT BALLOON IN SIGHT ALSO. LOOKS LIKE IT'S WAY UP THERE, MAYBE 50,000 FEET OR SO. Reporter: THE BALLOON IS HUGE WITH A TECHNOLOGY BAY ATTACHED BELOW THAT IS ITSELF THE SIZE OF THREE BUSSES, LOADED WITH HIGH RESOLUTION CAMERAS, ACCORDING TO A SENIOR U.S. OFFICIAL, EQUIPPED WITH WHAT APPEAR TO BE SOLAR PANELS ON THE SIDE THAT COULD POWER ITS TECHNOLOGY. IT FIRST ENTERED AMERICAN AIRSPACE OVER ALASKA, THEN FLYING INTO SOUTHWEST CANADA BEFORE DIPPING DOWN OVER BILLINGS, MONTANA. THIS THING IS UP IN THE SKY. WHAT THE HECK IS THAT? THAT THING IS NOT THE MOON. ANY HELP WOULD BE APPRECIATED. Reporter: MONTANA REPUBLICAN CONGRESSMAN RYAN ZINKE WAS BLUNT, TWEETING 'SHOOT. IT. DOWN.' THE PENTAGON TODAY SAYIG THAT OPTION WAS CONSIDERED AND REJECTED, FOR NOW. WE ASSESSED THAT CURRENTLY IT DOES NOT POSE A PHYSICAL OR MILITARY RISK TO PEOPLE ON THE GROUND. FOR NOW WE ARE CONTINUING TO MONITOR AND REVIEW OPTIONS. Reporter: THE WHITE HOUSE TODAY SAYING PRESIDENT BIDEN AGREED WITH THE PENTAGON'S STRONG RECOMMENDATION. THE RISKS INVOLVED WITH SHOOTING DOWN THE BALLOON JUST TOO GREAT. ANY POTENTIAL DEBRIS FIELD WOULD BE SIGNIFICANT AND POTENTIALLY CAUSE CIVILIAN INJURIES OR DEATHS OR SIGNIFICANT PROPERTY DAMAGE. Reporter: FOR ITS PART, CHINA INSISTING TODAY THE BALLOON IS NOT A SPY VESSEL AT ALL BUT A CIVILIAN AIRSHIP USED FOR RESEARCH, MAINLY METEOROLOGICAL PURPOSES. THE PENTAGON FLATLY REJECTING THAT CLAIM. WE ARE AWARE OF THE PRC'S STATEMENT. HOWEVER, THE FACT IS, WE KNOW THAT IT'S A SURVEILLANCE PBALLO. WE HAVE CLEARLY COMMUNICATED THAT THIS BALLOON IS VIOLATING U.S. AIR SPACE AND INTERNATIONAL LAW AND THAT THIS IS UNACCEPTABLE. Reporter: CHINA SAYS THE BALLOON DEVIATED FAR FROM ITS PLANNED COURSE, BUT THE PENTAGON QUESTIONING THAT AS WELL, SAYING THE BALLOON CAN BE MANEUVERED. A SENIOR U.S. OFFICIAL TELLING ABC NEWS, IT'S LIKELY BEING NAVIGATED WITH SPY SATELLITES. THIS ALL HAPPENING AS SECRETARY OF STATE ANTONY BLINKEN PREPARED FOR A WEEKEND TRIP TO BEIJING. THAT VISIT NOW CANCELED. IN LIGHT OF CHINA'S UNACCEPTABLE ACTION, I AM POSTPONING MY PLANNED TRAVEL THIS WEEKEND TO CHINA. WE CONCLUDED THAT CONDITIONS WERE NOT CONDUCIVE FOR A CONSTRUCTIVE VISIT AT THIS TIME. Reporter: THERE HAVE BEEN OTHER FOREIGN SURVEILLANCE BALLOONS ABOVE THE U.S., BUT NONE LIKE THIS. WHAT MAKES THIS DIFFERENT IS THE DURATION AND THE LENGTH OF WHICH IT HAS BEEN OVER U.S. TERRITORY. Reporter: THE PENTAGON SAYS THE BALLOON IS EXPECTED TO LINGER ABOVE AMERICA FOR A FEW DAYS. THIS IS REALLY SOMETHING. LET'S BRING IN MOLA LENGHI. HE'S IN BILLINGS, MONTANA, FOR US AGAIN TONIGHT. THAT STATE WITH SEVERAL SENSITIVE NUCLEAR SITES. AS YOU REPORTED, U.S. AUTHORITIES SAY THE BALLOON IS LIKELY NAVIGATED BY CHINESE SATELLITES. THE PENTAGON SAYS THEY'VE DECIDED NOT TO SHOOT IT DOWN AT THIS POINT, BUT THAT OPTION ISN'T COMPLETELY OFF THE TABLE? Reporter: THAT'S RIGHT, DAVID, A U.S. OFFICIAL FAMILIAR WITH THE SITUATION SAYS THE CURRENT THINKING IS TO WAIT FOR THE BALLOON TO DRIFT OVER THE ATLANTIC OCEAN AND THEN SHOOT IT DOWN ONCE IT'S OVER U.S. TERRITORYIAL WATERS. THAT WAY YOU CAN AVOID INJURIES ON THE GROUND, AND TWO, RETRIEVE THE BALLOON, STUDY IT, AND ULTIMATELY EXPLOIT THE INTELLIGENCE. DAVID, TONIGHT CHINA SAYS IT REGRETS THE UNINTENDED ENTRY OF THE AIR SHIP INTO U.S. AIR SPACE, BUT AS YOU CAN IMAGINE, NOT EXACTLY FLYING WITH U.S. NATIONAL SECURITY OFFICIALS WHO ARE CALLING THIS UNACCEPTABLE. MOLA LENGHI, THANK YOU. LET'S BRING IN MARY BRUCE. PRESIDENT BIDEN CHOSE NOT TO TALK ABOUT THIS TODAY, TRYING NOT TO ENFLAME THE SITUATION. WHAT ARE YOU LEARNING FROM THE WHITE HOUSE TONIGHT? OBVIOUSLY THE PRESIDENT CONTINUING TO BE BRIEFED. AND ON MOLA'S POINT, IF YOU SHOT THIS DOWN OVER U.S. WATERS, THAT STILL IS A SMALL WINDOW OF OPPORTUNITY TO PULL THIS OFF. Reporter: YES, DAVID. WE KNOW THE PRESIDENT IS BEING REGULARLY BRIEFED."

ChatGPT:

"We got that balloon in sight also. Looks like it's way up there, maybe 50,000 feet or so," said the reporter. "The balloon is huge with a technology bay attached below that is itself the size of three buses, loaded with high-resolution cameras," according to a senior U.S. official. "Equipped with what appear to be solar panels on the side that could power its technology. It first entered American airspace over Alaska, then flying into Southwest Canada before dipping down over Billings, Montana. This thing is up in the sky. What the heck is that? That thing is not the moon. Any help would be appreciated," said the reporter. Montana Republican Congressman Ryan Zinke was blunt, tweeting 'Shoot. It. Down.' The Pentagon today saying that option was considered and rejected, for now. "We assessed that currently it does not pose a physical or military risk to people on the ground. For now, we are continuing to monitor and review options," said the reporter. The White House today saying President Biden agreed with the Pentagon's strong recommendation. "The risks involved with shooting down the balloon just too great. Any potential debris field would be significant and potentially cause civilian injuries or deaths or significant property damage," said the reporter. For its part, China insisting today the balloon is not a spy vessel at all but a civilian airship used for research, mainly meteorological purposes. The Pentagon flatly rejecting that claim. "We are aware of the PRC's statement. However, the fact is, we know that it's a surveillance balloon. We have clearly communicated that this balloon is violating U.S. airspace and international law and that this is unacceptable," said the reporter. China says the balloon deviated far from its planned course, but the Pentagon questioning that as well, saying the balloon can be maneuvered. A senior U.S. official telling ABC News, it's likely being navigated with spy satellites. This all happening as Secretary of State Antony Blinken prepared for a weekend trip to Beijing. That visit now canceled. "In light of China's unacceptable action, I am postponing my planned travel this weekend to China. We concluded that conditions were not conducive for a constructive visit at this time," said the reporter. There have been other foreign surveillance balloons above the U.S., but none like this. "What makes this different is the duration and the length of which it has been over U.S. territory," said the reporter. The Pentagon says the balloon is expected to linger above America for a few days. "This is really something," said the reporter. "Let's bring in Mola Lenghi. He's in Billings, Montana, for us again tonight. That state with several sensitive nuclear sites. As you reported, U.S. authorities say the balloon is likely navigated by Chinese satellites. The Pentagon says they've decided not to shoot it down at this point, but that option isn't completely off the table?" said the reporter. "That's right, David. A U.S. official familiar with the situation says the current thinking is to wait for the balloon to drift over the Atlantic Ocean and then shoot it down once it's over U.S. territorial waters. That way you can avoid injuries on the ground, and two, retrieve the balloon, study it, and ultimately exploit the intelligence. David, tonight China says it regrets the unintended entry of the airship into U.S. airspace, but as you can imagine, not exactly flying with U.S. national security officials who are calling this unacceptable," said Mola Lenghi. "Let's bring in Mary Bruce. President Biden chose not to talk about this today, trying not to inflame the situation. What are you learning from the White House tonight? Obviously, the president continuing

Note that it truncated the end of the text here, despite ChatGPT not reporting any error. The total length was 3,137 non-space characters and 3,747 characters including spaces. Here are the two side-by-side with lowercasing:

Prompt:

Correct the punctuation, capitalization and spelling of "HIS TEAM PRESENTED HIM WITH ALL OPTIONS, INCLUDING THE POSSIBLE MILITARY ACTION TO TAKE THE BALLOON DOWN. NOW, INITIALLY BIDEN WAS ADVISED AGAINST THAT BECAUSE OF THE CONCERN OVER CIVILIAN RISK, BUT TONIGHT WE HAVE LEARNED THAT OPTION MAY BE BACK ON THE TABLE. ONE SOURCE TELLING US THE THINKING HERE IS TO WAIT UNTIL THE BALLOON GOES OUT TO SEE AND THEN SHOOT IT DOWN, BUT THIS IS VERY TRICKY. THEY WOULD HAVE JUST 12 NAUTICAL MILES TO DO THIS BEFORE ENTERING INTERNATIONAL WATERS AND CERTAINLY DON'T WANT TO START AN INTERNATIONAL INCIDENT OVER THIS. TONIGHT WE ARE TOLD THE WHITE HOUSE IS KEEPING COMMUNICATIONS TO CHINA OPEN. BUT EVEN THOUGH BEIJING EXPRESSED REGRET, IT WAS NOT ENOUGH TO SALVAGE SECRETARY BLINKEN'S TRIP. WHAT IS CLEAR THIS IS ONLY FURTHER ESCALATING TENSIONS BETWEEN OUR TWO COUNTRIES. YEAH, NO QUESTION. YOU MENTIONED THOSE 12 NAUTICAL MILES WOULD BE THE OPPORTUNITY. MARY, THANK YOU. OF COURSE THE OTHER MAJOR CONCERN THE CONCERN OVER THIS DANGEROUS LIFE-THREATENING COLD. THEY'RE CALLING IT A ONCE IN A GENERATION ARCTIC BLAST THAT HAS ALREADY TURNED DEADLY TONIGHT. 25 MILLION AMERICANS IN TEN STATES. WIND CHILLS BELOW ZERO IN PHILADELPHIA, NEW YORK, AND BOSTON. AND LOOK AT THIS TONIGHT. THIS IS THE VIEW FROM A CAMERA ON MT. WASHINGTON IN NEW HAMPSHIRE. THEY'VE ALREADY SET A PRELIMINARY RECORD AT THIS HOUR. THE WIND CHILL MOMENTS AGO, 106 DEGREES BELOW ZERO. IF CONFIRMED IT'S THE COLDEST WINDCHILL EVER RECORDED IN THE U.S., INCLUDING ALASKA. SNOW SQUALLS ALONG WITH THAT ARCTIC CHILL. A TIME LAPSE FROM VERMONT. A COLD EMERGENCY IN PLACE IN BOSTON. THIS IS THROUGH SUNDAY NOW. ROB MARCIANO STANDING BY TO TIME THIS OUT, AND ABC'S VICTOR OQUENDO IN BOSTON WHERE THE WIND CHILL IS 13 BELOW ZERO RIGHT NOW. Reporter: TONIGHT, MILLIONS OF FAMILIES ARE IN THE MIDST OF WHAT THE NATIONAL WEATHER SERVICE IS CALLING A 'ONCE IN A GENERATION' ARCTIC BLAST. WE'RE SEEING WIND CHILLS RIGHT NOW WHICH ARE ALREADY BELOW ZERO AND BEFORE THE NIGHT'S OVER WITH, THESE ARE GOING TO DROP EVEN MORE. Reporter: PARTS OF NEW ENGLAND EXPECTING WIND CHILLS AT OR NEAR 60 BELOW ZERO. OUTSIDE SPRINGFIELD, MASSACHUSETTS, AS WINDS GUSTED ABOVE 50 MILES PER HOUR, A TREE CRASHING ONTO A CAR, KILLING A 6-MONTH-OLD GIRL INSIDE. THE WOMAN DRIVING RUSHED TO THE HOSPITAL. IN BOSTON, PILOTS BATTLING HIGH WINDS AS THEY LANDED AT LOGAN AIRPORT. WE'RE GOING TO LOAD FOOD AND STUFF IN HERE. Reporter: AND OUTREACH TEAMS HITTING THE STREETS TO CARE FOR THE NEEDY. IF ANYONE IS OUT AND SEES SOMEONE ELSE WHO MIGHT BE IN DISTRESS, PLEASE CALL 911. Reporter: DOCTORS SAY HYPOTHERMIA CAN SET IN IN JUST MINUTES. THIS WEATHER CAN BE DEADLY. IT'S LIFE THREATENING. THIS IS SOMETHING THAT PEOPLE HAVE TO REALLY TAKE SERIOUSLY. Reporter: THE ARCTIC FRONT VISIBLE IN THE FORM OF POWERFUL SNOW SQUALLS PUSHING FROM UPSTATE NEW YORK THROUGH NEW ENGLAND. HERE IN BOSTON, A BRUTAL NIGHT AHEAD. A COLD EMERGENCY IS IN PLACE. WINDS WILL GUST TO 40 MILES PER HOUR, SO THERE'S A REAL CONCERN ABOUT POWER OUTAGES, AND IT WILL FEEL LIKE AT LEAST 30 BELOW. DAVID? VICTOR OQUENDO IN BOSTON. VICTOR, THANK YOU. LET'S GET TO ROB MARCIANO WHO'S TIMING THIS OUT FOR US TONIGHT. HEY, ROB. Reporter: HI, DAVID. IF YOU LIVE IN THE NORTHEAST, YOU'VE FELT IT ALL DAY LONG. TEMPERATURES HAVE BEEN DROPPING. NOW THESE WINDS ARE REALLY RIPPING, MEASURED OVER 40 MILES PER HOUR ALREADY. AND THE WIND CHILL ADVISORY IS PRETTY MUCH EVERYWHERE NORTH OF NEW YORK CITY. HERE YOU SEE IT ON THE MAP. IT'S NO PICNIC SOUTH OF HERE EITHER. MINUS 23 FOR A WIND CHILL RIGHT NOW IN ALBANY. MINUS 13 IN BOSTON. BUT NUMBERS IN THE MORNING WILL BE EVEN MORE DANGEROUS, AND THAT RED SPOT BLIZZARD WARNING, THAT'S FOR BLOWING SNOW ON THE GROUND. MINUS 57 IN CARIBOU. WE GET TO THAT FIGURE OR LESS, THAT'S AN ALL-TIME RECORD. MINUS 11 IN NEW YORK. THIS IS HYPOTHERMIC STUFF, FROSTBITE IN MINUTES. BUT A RAPID REBOUND IN TEMPERATURES COMING DURING THE DAY SUNDAY."

ChatGPT:

Corrected paragraph:

His team presented him with all options, including the possible military action to take the balloon down. Now, initially, Biden was advised against that because of the concern over civilian risk, but tonight we have learned that option may be back on the table. One source is telling us that the thinking here is to wait until the balloon goes out to see and then shoot it down, but this is very tricky. They would have just 12 nautical miles to do this before entering international waters and certainly don't want to start an international incident over this. Tonight we are told the White House is keeping communications to China open, but even though Beijing expressed regret, it was not enough to salvage Secretary Blinken's trip. What is clear is that this is only further escalating tensions between our two countries. Yeah, no question. You mentioned those 12 nautical miles would be the opportunity. Mary, thank you. Of course, the other major concern is the concern over this dangerous, life-threatening cold. They're calling it a once-in-a-generation Arctic blast that has already turned deadly tonight. 25 million Americans in ten states, wind chills below zero in Philadelphia, New York, and Boston. And look at this tonight. This is the view from a camera on Mt. Washington in New Hampshire. They've already set a preliminary record at this hour. The wind chill moments ago was 106 degrees below zero. If confirmed, it's the coldest windchill ever recorded in the U.S., including Alaska. Snow squalls along with that Arctic chill. A time-lapse from Vermont. A cold emergency is in place in Boston. This is through Sunday now. Rob Marciano is standing by to time this out, and ABC's Victor Oquendo is in Boston where the wind chill is 13 below zero right now.

Tonight, millions of families are in the midst of what the National Weather Service is calling a "once-in-a-generation" Arctic blast. We're seeing wind chills right now, which are already below zero, and before the night's over with, these are going to drop even more. Parts of New England are expecting wind chills at or near 60 below zero. Outside Springfield, Massachusetts, as winds gusting above 50 miles per hour, a tree crashed onto a car, killing a 6-month-old girl inside. The woman driving rushed to the hospital. In Boston, pilots battling high winds as they landed at Logan Airport. We're going to load food and stuff in here. And outreach teams hitting the streets to care for the needy. If anyone is out and sees someone else who might be in distress, please call 911. Doctors say hypothermia can set in in just minutes. This weather can be deadly. It's life-threatening. This is something that people have to really take seriously. The Arctic front visible in the form of powerful snow squalls pushing from upstate New York through New England. Here in Boston, a brutal night ahead. A cold emergency is in place. Winds will gust to 40 miles per hour, so there's a real concern about power outages, and it will feel like at least 30 below. David? Victor Oquendo in Boston. Victor, thank you. Let's get to Rob Marciano, who's timing this out for us tonight. Hey, Rob. Hi, David. If you live in the Northeast, you've felt it all day long. Temperatures have been dropping. Now, these winds are really ripping, measured over 40 miles per hour already. And the wind chill advisory is pretty much everywhere north of New York City. Here you see it on the map. It's no picnic south of here either. Minus 23 for a wind chill right

Again, the output was truncated without any error being reported. The total length was 2,923 non-space characters and 3,528 characters including spaces.

Let's rerun to see if that makes a difference:

ChatGPT:

Corrected text:

His team presented him with all options, including the possible military action to take the balloon down. Now, initially Biden was advised against that because of the concern over civilian risk, but tonight we have learned that option may be back on the table. One source telling us the thinking here is to wait until the balloon goes out to sea and then shoot it down, but this is very tricky. They would have just 12 nautical miles to do this before entering international waters and certainly don't want to start an international incident over this. Tonight, we are told the White House is keeping communications to China open. But even though Beijing expressed regret, it was not enough to salvage Secretary Blinken's trip. What is clear, this is only further escalating tensions between our two countries. Yeah, no question. You mentioned those 12 nautical miles would be the opportunity. Mary, thank you. Of course, the other major concern is the concern over this dangerous, life-threatening cold. They're calling it a once-in-a-generation Arctic blast that has already turned deadly tonight. 25 million Americans in ten states, wind chills below zero in Philadelphia, New York, and Boston. And look at this tonight. This is the view from a camera on Mt. Washington in New Hampshire. They've already set a preliminary record at this hour. The wind chill moments ago, 106 degrees below zero. If confirmed, it's the coldest wind chill ever recorded in the U.S., including Alaska. Snow squalls along with that Arctic chill. A time-lapse from Vermont. A cold emergency in place in Boston. This is through Sunday now. Rob Marciano standing by to time this out, and ABC's Victor Oquendo in Boston where the wind chill is 13 below zero right now.

Reporter: Tonight, millions of families are in the midst of what the National Weather Service is calling a 'once-in-a-generation' Arctic blast. We're seeing wind chills right now which are already below zero and before the night's over with, these are going to drop even more.

Parts of New England are expecting wind chills at or near 60 below zero. Outside Springfield, Massachusetts, as winds gusted above 50 miles per hour, a tree crashed onto a car, killing a 6-month-old girl inside. The woman driving rushed to the hospital. In Boston, pilots battling high winds as they landed at Logan Airport.

"We're going to load food and stuff in here," said a person. And outreach teams hitting the streets to care for the needy. "If anyone is out and sees someone else who might be in distress, please call 911."

Doctors say hypothermia can set in in just minutes. This weather can be deadly. It's life-threatening. This is something that people have to really take seriously. The Arctic front visible in the form of powerful snow squalls pushing from upstate New York through New England. Here in Boston, a brutal night ahead. A cold emergency is in place. Winds will gust to 40 miles per hour, so there's a real concern about power outages, and it will feel like at least 30 below.

David, Victor Oquendo in Boston. Victor, thank you. Let's get to Rob Marciano, who's timing this out for us tonight. Hey, Rob.

Reporter: Hi, David. If you live in the Northeast, you've felt it all day long. Temperatures have been dropping. Now, these winds are really ripping, measured over 40 miles per hour already. And the wind chill advisory is pretty much everywhere north of New York City. Here you see it on the map. It's no picnic south of here either. Minus

Here we can see it again truncates. But, also that the use of carriage returns differs. The total length was 2,923 non-space characters and 3,528 characters including spaces.

Comparing:

Prompt:

Correct the punctuation, capitalization and spelling of "PROFESSIONAL JOBS, DESPITE THE FACT THAT WE'VE SEEN THOSE LAYOFFS AT MAJOR TECH COMPANIES, HOLD STRONG, AS WELL AS GOVERNMENT AND HEALTH-CARE JOBS. AND THIS REPORT IS REALLY A SIGNAL THAT THE FED'S EIGHT INTEREST RATE HIKES IN A ROW HAVE NOT LED, AS OF YET, TO ANY KIND OF RECESSION OR MAJOR INSTABILITY IN THE ECONOMY, AND IT REALLY, DAVID, ACTS AS A GREEN LIGHT TO THE FEDERAL RESERVE TO CONTINUE HIKING INTEREST RATES AHEAD IN ITS FIGHT AGAINST INFLATION. DAVID? CONTINUES TO BE THE GOOD NEWS AGAINST THE BAD NEWS, THE BALANCING ACT. Reporter: YES. REBECCA, THANK YOU AGAIN TONIGHT. NOW TO THE OTHER NEWS IN THE TRIAL AGAINST ALEX MURDAUGH, ACCUSED OF MURDERING HIS OWN WIFE AND SON. THE DEFENSE PRESSING INVESTIGATORS ON THE MURDER WEAPON. TONIGHT, THE STORY OF ALEX MURDAUGH'S HOUSEKEEPER DYING IN A FALL AT THAT HOME. WHAT HER FAMILY SAYS THEY NEVER KNEW ABOUT AN INSURANCE PAYOUT OF MORE THAN $4 MILLION. HERE'S EVA PILGRIM. Reporter: AT THE ALEX MURDAUGH TRIAL TODAY, THE DEFENSE TEAM PUSHING A BALLISTICS EXPERT TO ADMIT THE STATE DOESN'T HAVE THE MURDER WEAPONS. YOU CANNOT AND YOU DID NOT AND YOU ARE NOT OFFERING AN OPINION THAT ITEM 22 SHOT GUN WAS USED TO MURDER PAUL MURDAUGH, CORRECT? MY RESULT WAS INCONCLUSIVE. I MEAN, WHAT THAT ULTIMATELY MEANS IS I'M NOT ABLE TO DETERMINE THAT. Reporter: IT COMES AS THE JUDGE DECIDES WHETHER THE JURY SHOULD HEAR EVIDENCE OF MURDAUGH'S FINANCIAL CRIMES AT WORK AND ABOUT HIS GREED AT HOME. THE JUDGE HEARING WHAT THE PROSECUTORS CONSIDER A STUNNING BETRAYAL. MURDAUGH'S OWN LONGTIME HOUSEKEEPER GLORIA SATTERFIELD DIED AFTER A FALL AT THE FAMILY'S HOME IN 2018. MURDAUGH TELLING HER SONS TO SUE HIM FOR THE INSURANCE MONEY. DID YOU TRUST MR. MURDAUGH? YES. Reporter: THE HOUSEKEEPER'S SON TESTIFYING MURDAUGH OFFERED HER CHILDREN ABOUT $100,000 EACH. THEY HAD NO IDEA HE GOT MORE THAN $4 MILLION FROM HIS INSURANCE COMPANY. THEY DIDN'T LEARN OF IT UNTIL AFTER THE MURDERS. HAD HE EVER TOLD YOU THERE WAS AN UMBRELLA POLICY FOR $5 MILLION? NO. DID YOU GIVE HIM PERMISSION TO STEAL YOUR MONEY? NO. Reporter: THE BALLISTICS EXPERT DID TESTIFY THAT OLD SHELL CASINGS FOUND ON THE FAMILY'S PROPERTY MATCHED THE MARKINGS OF THOSE FOUND NEAR MAGGIE'S BODY, SUGGESTING THAT ONE OF THE MISSING MURDER WEAPONS HAD BEEN FIRED ON THE PROPERTY BEFORE. DAVID? EVA PILGRIM TONIGHT, THANK YOU. WHEN WE COME BACK HERE, NEWS COMING IN FROM THE TYRE NICHOLS INVESTIGATION. WHAT WE JUST LEARNED ABOUT ONE OF OFFICERS SEEN ON THAT VIDEO. AND LATER NEWS INVOLVING THE DALLAS ZOO AND THE OWL IN NEW YORK CITY. WE TURN NEXT TO THE NEWS COMING IN FROM THE TYRE NICHOLS INVESTIGATION. ABC NEWS LEARNING THE WHITE OFFICER SEEN USING HIS TASER IN THE INITIAL TRAFFIC STOP HAS BEEN FIRED. HEMPHILL HAD BEEN ON LEAVE. FIVE OTHER FORMER OFFICERS FIRED AND FACING SECOND-DEGREE MURDER CHARGES. A SEVENTH OFFICER SUSPENDED PENDING INVESTIGATION. WHEN WE COME BACK HERE ON THIS FRIDAY NIGHT, NEWS FROM THE DALLAS ZOO, THE DEVELOPMENT FROM POLICE ON THAT FRONT, AND THEN THE OWL IN NEW YORK CITY. TO THE INDEX OF OTHER NEWS, AND POLICE IN DALLAS CHARGED A MAN WITH THE DISAPPEARANCE OF TWO TAMARIN MONKEYS AND OTHER RECENT CRIMES AT THE DALLAS ZOO. POLICE SAY HE IS THE MAN SEEN ON SURVEILLANCE NEAR THE ENCLOSURE AND HE'S RESPONSIBLE FOR CUTTING OTHER ENCLOSURES. THE MONKEYS FOUND AT AN ABANDONED CHURCH. HERE IN NEW YORK POLICE ARE INVESTIGATING AFTER AN OWL ESCAPED FROM ITS ENCLOSURE AT THE CENTRAL PARK ZOO. THE ZOO SAID THE ENCLOSURE HAD BEEN VANDALIZED. THE BIRD HAS BEEN SPOTTED IN THE CITY ON FIFTH AVENUE AND 60th STREET AND IN CENTRAL PARK. WHEN WE COME BACK HERE, ROBIN ROBERTS IN NEW ZEALAND JUMPING FROM THE TALLEST BUILDING IN THE SOUTHERN HEMISPHERE. A LESSON ON FEAR TONIGHT. FINALLY TONIGHT, WE SAW ROBIN ROBERTS TAKING THOSE DEEP BREATHS AND THEN HER LEAP OF FAITH. Reporter: TO LIVE MORE AND FEAR LESS."

ChatGPT:

Corrected text:

Professional jobs, despite the fact that we've seen those layoffs at major tech companies, hold strong, as well as government and health-care jobs. And this report is really a signal that the Fed's eight interest rate hikes in a row have not led, as of yet, to any kind of recession or major instability in the economy, and it really, David, acts as a green light to the Federal Reserve to continue hiking interest rates ahead in its fight against inflation. David? Continues to be the good news against the bad news, the balancing act.

Reporter: Yes. Rebecca, thank you again tonight.

Now to the other news in the trial against Alex Murdaugh, accused of murdering his own wife and son. The defense pressing investigators on the murder weapon. Tonight, the story of Alex Murdaugh's housekeeper dying in a fall at that home. What her family says they never knew about an insurance payout of more than $4 million. Here's Eva Pilgrim.

Reporter: At the Alex Murdaugh trial today, the defense team pushing a ballistics expert to admit the state doesn't have the murder weapons. "You cannot and you did not and you are not offering an opinion that item 22 shotgun was used to murder Paul Murdaugh, correct?" "My result was inconclusive. I mean, what that ultimately means is I'm not able to determine that."

It comes as the judge decides whether the jury should hear evidence of Murdaugh's financial crimes at work and about his greed at home. The judge hearing what the prosecutors consider a stunning betrayal. Murdaugh's own longtime housekeeper, Gloria Satterfield, died after a fall at the family's home in 2018. Murdaugh telling her sons to sue him for the insurance money.

"Did you trust Mr. Murdaugh?" "Yes."

The housekeeper's son testifying Murdaugh offered her children about $100,000 each. They had no idea he got more than $4 million from his insurance company. They didn't learn of it until after the murders.

"Had he ever told you there was an umbrella policy for $5 million?" "No."

"Did you give him permission to steal your money?" "No."

The ballistics expert did testify that old shell casings found on the family's property matched the markings of those found near Maggie's body, suggesting that one of the missing murder weapons had been fired on the property before. David? Eva Pilgrim tonight, thank you.

When we come back here, news coming in from the Tyre Nichols investigation. What we just learned about one of officers seen on that video. And later news involving the Dallas Zoo and the owl in New York City.

We turn next to the news coming in from the Tyre Nichols investigation. ABC News learning the white officer seen using his taser in the initial traffic stop has been fired. Hemphill had been on leave. Five other former officers fired and facing second-degree murder charges. A seventh officer suspended pending investigation.

When we come back here on this Friday night, news from the Dallas Zoo, the development from police on that front, and then the owl in New York City.

To the index of other news, and police in Dallas charged a man with the disappearance of two Tamarin monkeys and other recent crimes at the Dallas Zoo. Police say he is the man seen on surveillance near the enclosure and he's responsible for cutting other enclosures. The monkeys found at an abandoned church.

Here in New York, police are investigating after an owl escaped from its enclosure at the Central Park Zoo. The zoo said the enclosure had been vandalized. The bird has been spotted in the

Comparing them:

What if we rerun it as two smaller chunks? Would that correct the truncation issue?

Prompt:

Correct the punctuation, capitalization and spelling of "PROFESSIONAL JOBS, DESPITE THE FACT THAT WE'VE SEEN THOSE LAYOFFS AT MAJOR TECH COMPANIES, HOLD STRONG, AS WELL AS GOVERNMENT AND HEALTH-CARE JOBS. AND THIS REPORT IS REALLY A SIGNAL THAT THE FED'S EIGHT INTEREST RATE HIKES IN A ROW HAVE NOT LED, AS OF YET, TO ANY KIND OF RECESSION OR MAJOR INSTABILITY IN THE ECONOMY, AND IT REALLY, DAVID, ACTS AS A GREEN LIGHT TO THE FEDERAL RESERVE TO CONTINUE HIKING INTEREST RATES AHEAD IN ITS FIGHT AGAINST INFLATION. DAVID? CONTINUES TO BE THE GOOD NEWS AGAINST THE BAD NEWS, THE BALANCING ACT. Reporter: YES. REBECCA, THANK YOU AGAIN TONIGHT. NOW TO THE OTHER NEWS IN THE TRIAL AGAINST ALEX MURDAUGH, ACCUSED OF MURDERING HIS OWN WIFE AND SON. THE DEFENSE PRESSING INVESTIGATORS ON THE MURDER WEAPON. TONIGHT, THE STORY OF ALEX MURDAUGH'S HOUSEKEEPER DYING IN A FALL AT THAT HOME. WHAT HER FAMILY SAYS THEY NEVER KNEW ABOUT AN INSURANCE PAYOUT OF MORE THAN $4 MILLION. HERE'S EVA PILGRIM. Reporter: AT THE ALEX MURDAUGH TRIAL TODAY, THE DEFENSE TEAM PUSHING A BALLISTICS EXPERT TO ADMIT THE STATE DOESN'T HAVE THE MURDER WEAPONS. YOU CANNOT AND YOU DID NOT AND YOU ARE NOT OFFERING AN OPINION THAT ITEM 22 SHOT GUN WAS USED TO MURDER PAUL MURDAUGH, CORRECT? MY RESULT WAS INCONCLUSIVE. I MEAN, WHAT THAT ULTIMATELY MEANS IS I'M NOT ABLE TO DETERMINE THAT. Reporter: IT COMES AS THE JUDGE DECIDES WHETHER THE JURY SHOULD HEAR EVIDENCE OF MURDAUGH'S FINANCIAL CRIMES AT WORK AND ABOUT HIS GREED AT HOME. THE JUDGE HEARING WHAT THE PROSECUTORS CONSIDER A STUNNING BETRAYAL. MURDAUGH'S OWN LONGTIME HOUSEKEEPER GLORIA SATTERFIELD DIED AFTER A FALL AT THE FAMILY'S HOME IN 2018. MURDAUGH TELLING HER SONS TO SUE HIM FOR THE INSURANCE MONEY. DID YOU TRUST MR. MURDAUGH? YES. Reporter: THE HOUSEKEEPER'S SON TESTIFYING MURDAUGH OFFERED HER CHILDREN ABOUT $100,000 EACH. THEY HAD NO IDEA HE GOT MORE THAN $4 MILLION FROM HIS INSURANCE COMPANY. THEY DIDN'T LEARN OF IT UNTIL AFTER THE MURDERS. HAD HE EVER TOLD YOU THERE WAS AN UMBRELLA POLICY FOR $5 MILLION? NO. DID YOU GIVE HIM PERMISSION TO STEAL YOUR MONEY? NO. Reporter: THE BALLISTICS EXPERT DID TESTIFY THAT OLD SHELL CASINGS FOUND ON THE FAMILY'S PROPERTY MATCHED THE MARKINGS OF THOSE FOUND NEAR MAGGIE'S BODY, SUGGESTING THAT ONE OF THE MISSING MURDER WEAPONS HAD BEEN FIRED ON THE PROPERTY BEFORE. DAVID? EVA PILGRIM TONIGHT, THANK YOU. WHEN WE COME BACK HERE, NEWS COMING IN FROM THE TYRE NICHOLS INVESTIGATION. WHAT WE JUST LEARNED ABOUT ONE OF OFFICERS SEEN ON THAT VIDEO. AND LATER NEWS INVOLVING THE DALLAS ZOO AND THE OWL IN NEW YORK CITY. WE TURN NEXT TO THE NEWS COMING IN FROM THE TYRE NICHOLS INVESTIGATION. ABC NEWS LEARNING THE WHITE OFFICER SEEN USING HIS TASER IN THE INITIAL TRAFFIC STOP HAS BEEN FIRED. HEMPHILL HAD BEEN ON LEAVE. FIVE OTHER FORMER OFFICERS FIRED AND FACING SECOND-DEGREE MURDER CHARGES. A SEVENTH OFFICER SUSPENDED PENDING INVESTIGATION. WHEN WE COME BACK HERE ON THIS FRIDAY NIGHT, NEWS FROM THE DALLAS ZOO, THE DEVELOPMENT FROM POLICE ON THAT FRONT, AND THEN THE OWL IN NEW YORK CITY."

ChatGPT:

Professional jobs, despite the fact that we've seen those layoffs at major tech companies, hold strong, as well as government and healthcare jobs. And this report is really a signal that the Fed's eight interest rate hikes in a row have not led, as of yet, to any kind of recession or major instability in the economy, and it really, David, acts as a green light to the Federal Reserve to continue hiking interest rates ahead in its fight against inflation. David? Continues to be the good news against the bad news, the balancing act. Reporter: Yes. Rebecca, thank you again tonight. Now to the other news in the trial against Alex Murdaugh, accused of murdering his own wife and son. The defense pressing investigators on the murder weapon. Tonight, the story of Alex Murdaugh's housekeeper dying in a fall at that home. What her family says they never knew about an insurance payout of more than $4 million. Here's Eva Pilgrim.

Reporter: At the Alex Murdaugh trial today, the defense team pushing a ballistics expert to admit the state doesn't have the murder weapons. "You cannot and you did not and you are not offering an opinion that Item 22 shotgun was used to murder Paul Murdaugh, correct?" "My result was inconclusive. I mean, what that ultimately means is I'm not able to determine that." It comes as the judge decides whether the jury should hear evidence of Murdaugh's financial crimes at work and about his greed at home. The judge hearing what the prosecutors consider a stunning betrayal. Murdaugh's own longtime housekeeper Gloria Satterfield died after a fall at the family's home in 2018. Murdaugh telling her sons to sue him for the insurance money. "Did you trust Mr. Murdaugh?" "Yes." The housekeeper's son testifying Murdaugh offered her children about $100,000 each. They had no idea he got more than $4 million from his insurance company. They didn't learn of it until after the murders. "Had he ever told you there was an umbrella policy for $5 million?" "No." "Did you give him permission to steal your money?" "No." The ballistics expert did testify that old shell casings found on the family's property matched the markings of those found near Maggie's body, suggesting that one of the missing murder weapons had been fired on the property before. David? Eva Pilgrim tonight, thank you.

When we come back here, news coming in from the Tyre Nichols investigation. What we just learned about one of officers seen on that video. And later news involving the Dallas Zoo and the owl in New York City. We turn next to the news coming in from the Tyre Nichols investigation. ABC News learning the white officer seen using his taser in the initial traffic stop has been fired. Hemphill had been on leave. Five other former officers fired and facing second-degree murder charges. A seventh officer suspended pending investigation. When we come back here on this Friday night, news from the Dallas Zoo, the development from police on that front, and then the owl in New York City.

Prompt:

Correct the punctuation, capitalization and spelling of "TO THE INDEX OF OTHER NEWS, AND POLICE IN DALLAS CHARGED A MAN WITH THE DISAPPEARANCE OF TWO TAMARIN MONKEYS AND OTHER RECENT CRIMES AT THE DALLAS ZOO. POLICE SAY HE IS THE MAN SEEN ON SURVEILLANCE NEAR THE ENCLOSURE AND HE'S RESPONSIBLE FOR CUTTING OTHER ENCLOSURES. THE MONKEYS FOUND AT AN ABANDONED CHURCH. HERE IN NEW YORK POLICE ARE INVESTIGATING AFTER AN OWL ESCAPED FROM ITS ENCLOSURE AT THE CENTRAL PARK ZOO. THE ZOO SAID THE ENCLOSURE HAD BEEN VANDALIZED. THE BIRD HAS BEEN SPOTTED IN THE CITY ON FIFTH AVENUE AND 60th STREET AND IN CENTRAL PARK. WHEN WE COME BACK HERE, ROBIN ROBERTS IN NEW ZEALAND JUMPING FROM THE TALLEST BUILDING IN THE SOUTHERN HEMISPHERE. A LESSON ON FEAR TONIGHT. FINALLY TONIGHT, WE SAW ROBIN ROBERTS TAKING THOSE DEEP BREATHS AND THEN HER LEAP OF FAITH. Reporter: TO LIVE MORE AND FEAR LESS."

ChatGPT:

To the index of other news, and police in Dallas charged a man with the disappearance of two tamarin monkeys and other recent crimes at the Dallas Zoo. Police say he is the man seen on surveillance near the enclosure, and he's responsible for cutting other enclosures. The monkeys were found at an abandoned church. Here in New York, police are investigating after an owl escaped from its enclosure at the Central Park Zoo. The zoo said the enclosure had been vandalized. The bird has been spotted in the city on Fifth Avenue and 60th Street and in Central Park. When we come back here, Robin Roberts in New Zealand jumping from the tallest building in the Southern Hemisphere, a lesson on fear tonight. Finally tonight, we saw Robin Roberts taking those deep breaths and then her leap of faith. Reporter: "To live more and fear less."

This time there was no truncation, suggesting that this is simply a length limitation of ChatGPT. Here is the revised side-by-side comparison:

Prompt:

Correct the punctuation, capitalization and spelling of "YES! AH! THAT WAS AMAZING. Reporter: THAT'S THE MOTTO FOR BRAVE SOULS FROM AROUND THE WORLD WHO VISIT THE HOME OF BUNGEE. THAT WAS INCREDIBLE. JUST GOES TO SHOW THAT FEAR IS IN YOUR MIND, YOU CAN OVERCOME ANYTHING. Reporter: INVENTED IN 1988 HERE IN NEW ZEALAND. HAVE YOU DONE ANYTHING LIKE THIS BEFORE? Reporter: I HAVE NOT! SO, WHEN IN THE BIRTHPLACE OF BUNGEE, YOU'VE GOT TO TAKE A LEAP. FOR ME, THAT'S THE SKY JUMP IN AUCKLAND, AT THE TALLEST BUILDING IN THE SOUTHERN HEMISPHERE. ARE YOU READY? Reporter: I'M READY! I'M READY TO LIVE MORE AND FARE LESS. I LOVE TO HEAR IT. Reporter: MY HEART BEAT HEAVY AS WE HEAD UP THE LIFT. HOW ARE YOU WITH HEIGHTS? Reporter: I'M GOOD WITH HEIGHTS, NOT GOOD AT JUMPING OFF OF THEM BUT GOOD WITH HEIGHTS. VENTURING 53 STORIES UP. I'M GOING TO BE AT THE BOTTOM TO CATCH YOU. Reporter: THE SAFETY BRIEFING. I'M GOING TO CHECK YOUR SHOES NOW. LIFT THEM UP FOR ME PLEASE. LOOKING GOOD. I'M GOING TO DOUBLE CHECK YOUR HARNESS NOW. Reporter: THEN IT'S GO TIME. OKAY, THIS IS REAL. OH, MY GOSH. OH, MY GOSH, THIS IS HAPPENING. ROBIN, I'M GONNA DO A COUNTDOWN VERY SHORTLY, OKAY? Reporter: OKAY. HERE SHE COMES IF THREE, TWO, ONE, GO! WHOO! WHOO. Reporter: CONQUERING THIS INCREDIBLE LEAP OF FAITH AT 52 MILES PER HOUR. OH, MY GOSH! OH, MY GOD, I'M DOING IT! IT'S HAPPENING! MIND BLOWN AND ELATED WITH MY FEET FIRMLY PLANTED BACK ON THE GROUND. OH, MY GOSH. HIGH FIVE, ROBIN. WELL DONE. Reporter: OH, MY GOSH. LET'S GET YOU OUT OF HERE. Reporter: OH, MANY I GOSH. THAT WAS LIVING MORE AND FEARING LESS. SAFE FLIGHT HOME, ROBIN, ON A PLANE. GOOD NIGHT. NEW AT 6:00, WE FOLLOW-UP ON CONCERNS ABOUT POSSIBLE SEX G A CATHOLIC SCHOOL. WE ARE LOOKING FOR TO SEEING EVERYBODY. THE OAKLAND ZOO IS BACK OPEN, HERE WHAT A MONTH OF STORM RELATED SHUTDOWNS COST. ANOTHER STORM IS ON THE WAY, I WILL HAVE AN HOUR BY HOUR WEEKEND FORECAST COMING UP. NEWS AT 6:00, STARTING NOW. BUILDING A BETTER BAY AREA, MOVING FORWARD, FINDING SOLUTIONS, THIS IS ABC 7 NEWS. LAW TAKING ACTION FOLLOWING THIS EXCLUSIVE ABOUT YOUNG WOMEN BELIEVED TO BE SEX WORKERS WHO APPEAR TO BE SOLICITING OUTSIDE A GRADE SCHOOL. OAKLAND CITY OFFI CONCERNED AFTER THE VIDEO WE BROUGHT YOU LAST NIGHT. THAT VIDEO WAS SHOT OUTSIDE SAINT ANTHONY'S CATHOLIC SCHOOL ON EAST 15TH STREET IN OAKLAND. WE ARE HEARING THERE WILL BE MORE PATROLS AND NEW SURVEILLANCE CAMERAS TO KEEP A CLOSER EYE ON THE PROBLEM. STEPHANIE JOINS US WITH THESE NEW DEVELOPMENTS. PARENTS ARE SCARED AND FRUSTRATED ABOUT THE SAFETY OF THEIR CHILDREN IN THIS AREA ALONG EAST 15TH STREET. ACTION IS BEING TAKEN AND WE ARE GETTING INSIGHT AS TO WHERE THESE WOMEN ARE COMING FROM AND HOW THEY ARE BEING EXPLOITED. BUT EXPOSED IN PLAIN SIGHT. THESE VIDEOS SHOW CONCERNS OF POSSIBLE PROSTITUTION AND HUMAN TRAFFICKING OUTSIDE OF K-8 GRADE SCHOOL. AS MUCH AS PARENTS TRY TO AVOID IT, IT'S THERE. IT'S HEARTBREAKING. THE CITY OF OAKLAND IS COMMITTING TO TAKING FURTHER ACTION. DISCUSS A NEW ENFORCEMENT PLAN. I WILL STATE FOR THE RECORD THAT WE HAVE GREATER COOPERATION FROM THE FBI."

ChatGPT:

"Yes! Ah! That was amazing!" Reporter: "That's the motto for brave souls from around the world who visit the home of bungee. That was incredible. Just goes to show that fear is in your mind, you can overcome anything." Reporter: "Invented in 1988 here in New Zealand. Have you done anything like this before?" Reporter: "I have not! So, when in the birthplace of bungee, you've got to take a leap. For me, that's the SkyJump in Auckland, at the tallest building in the Southern Hemisphere. Are you ready?" Reporter: "I'm ready! I'm ready to live more and fear less. I love to hear it." Reporter: "My heart beats heavily as we head up the lift. How are you with heights?" Reporter: "I'm good with heights, not good at jumping off of them but good with heights." Venturing 53 stories up, "I'm going to be at the bottom to catch you." Reporter: "The safety briefing. I'm going to check your shoes now. Lift them up for me please. Looking good. I'm going to double-check your harness now." Reporter: "Then it's go time. Okay, this is real. Oh my gosh. Oh my gosh, this is happening. Robin, I'm gonna do a countdown very shortly, okay?" Reporter: "Okay." "Here she comes if three, two, one, go! Whoo! Whoo." Reporter: "Conquering this incredible leap of faith at 52 miles per hour. Oh my gosh! Oh my God, I'm doing it! It's happening! Mind blown and elated with my feet firmly planted back on the ground. Oh my gosh. High five, Robin. Well done." Reporter: "Oh my gosh. Let's get you out of here." Reporter: "Oh man, I gosh. That was living more and fearing less. Safe flight home, Robin, on a plane. Good night." "New at 6:00, we follow up on concerns about possible sex trafficking at a Catholic school. We are looking forward to seeing everybody. The Oakland Zoo is back open. Hear what a month of storm-related shutdowns cost. Another storm is on the way, I will have an hour by hour weekend forecast coming up. News at 6:00, starting now. Building a better Bay Area, moving forward, finding solutions, this is ABC 7 News. Law taking action following this exclusive about young women believed to be sex workers who appear to be soliciting outside a grade school. Oakland city officials concerned after the video we brought you last night. That video was shot outside Saint Anthony's Catholic School on East 15th Street in Oakland. We are hearing there will be more patrols and new surveillance cameras to keep a closer eye on the problem. Stephanie joins us with these new developments. Parents are scared and frustrated about the safety of their children in this area along East 15th Street. Action is being taken and we are getting insight as to where these women are coming from and how they are being exploited. But exposed in plain sight, these videos show concerns of possible prostitution and human trafficking outside of a K-8 grade school. As much as parents try to avoid it, it's there. It's heartbreaking. The City of Oakland is committing to taking further action. Discuss a new enforcement plan. "I will state for the record that we have greater cooperation from the FBI."

Comparing them:

This time we also got a content violation warning:

 

Overall, these results are extremely impressive and suggest LLMs could be a powerful tool for cleaning up human-generated closed captioning, adding proper capitalization and correcting punctuation and typographical errors. The truncation issue appears to be related to output length – switching the smaller chunks appears to fix it. Results, including the insertion of carriage returns and choices like "health-care" versus "healthcare" do differ over runs, but overall, these results suggest tremendous opportunity for improving the readability of existing large human-generated captioning archives.

 

This analysis is part of an ongoing collaboration between the Internet Archive and its TV News Archive, the multi-party Media-Data Research Consortium and GDELT.