In the world of Large Language Models (LLMs), speed is the only feature that matters once accuracy is solved. For a human, waiting 1 second for a search result is fine. For an AI agent performing 10 sequential searches to solve a complex task, a 1-second delay per search creates a 10-second lag. Thi
AI companies have been hemorrhaging talent the past few weeks. Half of xAI’s founding team has left the company — some on their own, others through “restructuring” — while OpenAI is facing its own shakeups, from the disbanding of its mission alignment team to
They may have started by trying to index skills manually, but the government of Puerto Rico has made major strides in hiring, reskilling, and transforming from within through talent intelligence.
The post How Puerto Rico is transforming its government workforce with talent intelligence appeared firs
Penalty notice: Euro Car Parks fined £473,000 for ignoring regulator The GuardianCMA fines Euro Car Parks £473k for failure to comply with legal information notice GOV.UKParking firm that handed motorists almost 1.9 million tickets in a year fined £473,000 Wales Onli
Dell Technologies has introduced a major revision to its sales compensation structure, placing stronger emphasis on performance-linked earnings while increasing the risk for employees who miss targets. The new framework, shared with staff during an internal town hall earlier this month, reshapes how
Converse, the footwear brand owned by Nike, is undertaking a corporate restructuring that will result in job cuts and widespread role changes. The move is part of an effort to align the brand more closely with its parent company’s operating model as it works to revive sales momentum. According to so
Long-term sickness absence is one of the most sensitive and legally complex workforce issues UK employers face. While many absences begin as short-term illness, situations can quickly evolve into extended periods away from work, creating operational strain, financial cost and potential legal exposur
Managing relationships at work is not simply a matter of workplace culture or employee wellbeing. For UK employers, it is a matter of legal compliance, risk management and fair process. Interpersonal conflict, allegations of favouritism, romantic relationships between colleagues, or poorly handled d
In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer with QLoRA and PEFT to make preference-based alignment feasible on a single Colab GPU. We train direct
Wildlight Entertainment, the studio behind Highguard, has laid off several employees only two weeks after the game’s release. The multiplayer shooter had been given a prime showcase spot at The Game Awards last December, a slot usually reserved for the industry’s biggest upcoming titles. Despite bei
