The Taliban have held secret meetings with Afghan officials to discuss a ceasefire, the US military says.
The US commander in Afghanistan, Gen John Nicholson, said the talks also involved foreign governments and international organisations.
Afghan President Ashraf Ghani proposed negotiations in February, an offer the Taliban did not respond to at the time.
In the past, the Taliban have mostly refused to talk to the Afghan government, a longstanding US demand.
In recent months, violence has continued with mounting casualties on both sides.
On Wednesday, the militants launched an attack on the interior ministry in Kabul, demonstrating their ability to carry out strikes in the capital.
The insurgents also said they carried out another attack on a police station, in the capital of Logar province.
The US, meanwhile, confirmed strikes against the insurgents in Helmand province with “more than 50 casualties”.
Comparing the situation to Colombia – where a 50-year civil war led to a peace treaty – Gen Nicholson said violence and progress could coexist.
He would not identify the figures involved in the negotiations, except to say that they included mid- and senior-level Taliban officials.
In the February offer of talks, Mr Ghani said the Taliban could be recognised as a political party if they accepted a ceasefire and recognised the country’s constitution.
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The Taliban did not respond to the offer at the time – the group has previously insisted it will only negotiate with the US.
Exploratory talks between Taliban and Afghan officials did take place in Pakistan in 2015 – but quickly fell apart after the death of the Taliban’s then-leader, Mullah Omar, was announced.
Getting the upper hand
Dawood Azami, BBC World Service
The Taliban have shown an openness to talks in the past, suggesting that, in addition to the armed struggle, negotiations were a “legitimate” way of achieving their main objective of ending what they call the “occupation by foreign forces”.
But the Taliban have always insisted on talking only to the US, whom they consider the main party to the conflict, in any initial talks. The group views the Afghan government as weak, divided and unable to make decisions on big issues, including the full withdrawal of US/Nato forces, releasing their prisoners and the removal of Taliban officials’ names from sanctions lists.
On the other hand, the US insists that the Taliban must talk to the Afghan government. US officials say that the war in Afghanistan is primarily between the two Afghan sides, and that the US cannot substitute for direct negotiations between the ruling government in Kabul and the Taliban.
But the war between the Taliban and the Afghan and US/Nato forces is currently intensifying, with both sides trying to get the upper hand. The stalemate doesn’t seem to be breaking in either party’s favour. Hence there is little hope that this will result in a significant breakthrough anytime soon.
Taliban insurgents control more territory in the country than at any time since foreign combat troops left in 2014, BBC research published in January showed.
It is estimated that about 15 million people – half the population – are living in areas that are either controlled by the Taliban or where the Taliban are openly present and regularly mount attacks.
Attacks in recent months claimed by either Taliban or Islamic State fighters have killed scores in Kabul and elsewhere, demonstrating the Taliban’s capability to carry out strikes even in the heart of the country’s capital.
Who are the Taliban?
The hardline Islamic Taliban movement swept to power in Afghanistan in 1996 after the civil war that followed the Soviet-Afghan war, and were ousted by the US-led invasion five years later.
In power, they imposed a brutal version of Sharia law, such as public executions and amputations, and banned women from public life.
Men had to grow beards and women had to wear the all-covering burka; television, music and cinema were banned.
They sheltered al-Qaeda leaders before and after being ousted – since then they have fought a bloody insurgency which continues today.
In 2016, Afghan civilian casualties hit a new high – a rise attributed by the UN largely to the Taliban.
Taliban officials ‘in talks with Afghan government’, US says}