OpenAI on Thursday introduced GPT-5.2, calling it its most capable model to date and the version it expects professionals to lean on for daily work across writing, coding, data tasks, and visual analysis.

The release lands at a moment of rising competition, arriving inside ChatGPT and the OpenAI API only weeks after the company pushed out GPT-5.1.

The rollout comes on the heels of Google’s launch of Gemini 3, a model that forced an unusually urgent reaction inside OpenAI. According to people familiar with the timeline and executives who spoke publicly, Google’s release marked one of the most serious competitive challenges the company had faced since 2022. Gemini 3 scored strong gains in long-context reasoning, agentic workflows, and advanced code-generation, areas considered central to the next stage of AI adoption.

The model’s performance, combined with Google’s ecosystem advantages—its massive distribution through Search, Android, Workspace, and YouTube—created a genuine threat to OpenAI’s dominance.

Internally, the Gemini 3 launch prompted OpenAI to issue a “code red.” Chief executive Sam Altman and senior staff reorganized priorities around a single mission: strengthening ChatGPT as quickly as possible. Non-urgent projects were slowed or paused, and engineering teams were reassigned to model improvement and product refinement.

In interviews on Thursday, Altman said the company had feared an immediate hit to usage metrics once Google’s newest model landed, but the impact turned out to be smaller than expected. He said he expects OpenAI to exit code red by January.

“I believe that when a competitive threat happens, you want to focus on it, deal with it quickly,” he said.

Fidji Simo, the company’s head of applications, said the internal alert was meant to sharpen focus.

“We announced this code red to really signal to the company that we want to martial resources in one particular area,” she said.

She explained that the increased attention on ChatGPT supported the rollout of GPT-5.2, but was not the reason the model arrived this week. She added that GPT-5.2 had been under construction for many months.

GPT-5.2 arrives in three editions. Instant targets users who want speed for writing and information retrieval. Thinking is optimized for structured tasks such as planning and coding, and Pro aims for the deepest accuracy on difficult problems.

OpenAI said the model leads industry benchmarks, including SWE-Bench Pro, which measures agentic coding; GPQA Diamond, which tests advanced scientific reasoning; and GDPval, the company’s own evaluation framework. On GDPval, GPT-5.2 equaled or surpassed top human professionals on 70.9% of well-specified tasks.

However, the competitive landscape remains fluid. Anthropic’s new Opus 4.5 performs strongly on SWE-Bench Verified, another coding test set. OpenAI countered that Verified is less rigorous, less diverse, and less resistant to contamination than SWE-Bench Pro, emphasizing that its chosen benchmark better mirrors real-world industrial coding problems.

GPT-5.2 is launching into an environment where expectations for large models are rising quickly. OpenAI is under pressure to justify its $500 billion valuation and more than $1.4 trillion in planned long-term spending, all while trying to keep pace with rivals that now release breakthroughs at monthly cycles. Google is leaning heavily on Gemini 3 as the foundation for its next generation of consumer and enterprise products. Anthropic continues to draw interest from corporations that prefer a safety-first AI strategy. Meta, through Llama, is pushing open-weight models that have spread across the developer ecosystem.

OpenAI, founded ten years ago as a research lab, has transformed into a global technology company at commercial scale since ChatGPT’s 2022 debut. The chatbot now draws more than 800 million weekly users, a figure that underscores how quickly the service has moved from viral curiosity to workplace staple.

GPT-5.2, arriving under competitive fire, marks OpenAI’s attempt to stay ahead by releasing a model designed to serve as the daily engine for professional work. With the code red still in place and rivals accelerating, the company is betting that its newest release will keep developers, enterprises, and consumers anchored to its platform as the AI race enters its next phase.

Ghana’s economy grew by 5.5% year-on-year in the third quarter of 2025, underpinned by strong performances in agriculture and services, the Ghana Statistical Service reported on Wednesday.

The growth, while positive, slowed from a revised 7.0% recorded in the same period last year, largely due to weak industrial sector performance, which expanded by just 0.8%, government statistician Alhassan Iddrisu told reporters.

Agriculture emerged as a key driver, with fishing and crop production pushing sector growth to 8.6%. The services sector, covering finance, insurance, trade, and education, also contributed significantly with a 7.6% expansion.

“Agriculture’s contribution to growth was outsized, showing a sector that is recovering quickly and adding real weight to the national output,” Iddrisu said.

Non-oil GDP rose by 6.8%, slightly below last year’s 7.8%, reflecting continued challenges outside Ghana’s resource sectors. The country, a major producer of gold, oil, and cocoa, is gradually emerging from its most severe economic crisis in decades.

Macroeconomic stability appears to be improving. Annual inflation fell for the 11th consecutive month in November to 6.3%, the lowest level since a 2021 rebasing exercise. In response, Ghana’s central bank has reduced its main interest rate by a cumulative 1,000 basis points this year, citing both the improved economic outlook and expectations for continued declines in inflation.

Analysts note that the recovery is heavily reliant on agriculture and services, while industrial stagnation poses a risk to sustaining higher overall growth. Policy measures, including supportive fiscal and monetary policies, are likely to remain critical to strengthen manufacturing and industrial activity, diversify the growth base, and ensure that the recent decline in inflation translates into broader economic gains for households and businesses.

Comparative Analysis: Ghana’s 2025 Economic Performance in West Africa and Sub-Saharan Africa

This growth, while moderate in absolute terms, situates Ghana above the average expansion expected across Sub?Saharan Africa in 2025, where growth forecasts cluster broadly around the lower to mid?4?percent range according to the latest outlooks from multilateral institutions. In the West African sub?region, Ghana’s performance also compares favorably with regional peers, reflecting relative resilience even as the country works to diversify its economic base.

Ghana’s economic figures signal a rebound in parts of the economy that have been under pressure in recent years. By contrast, industrial output was sluggish, growing by only 0.8?percent, which underscores persistent weakness in manufacturing and construction activity.

Comparatively, some regional peers such as Senegal and Côte d’Ivoire are expected to record higher growth rates in 2025, benefiting from robust energy investment and sustained private investment. Senegal, for example, is forecast to grow at close to 8½?percent, and Côte d’Ivoire has been projected in some assessments to expand at roughly 6?percent, supported by infrastructure spending and diversified services.

Across Sub?Saharan Africa, growth remains uneven. Nigeria’s expansion is expected to be more modest, constrained by structural bottlenecks that have limited non?oil activity. South Africa — the continent’s largest economy — is forecast to post relatively low growth, weighed down by subdued investment and long?standing structural challenges.

In this wider context, Ghana’s around?5½?percent rate places it above many of its peers and signals a stronger recovery trajectory, particularly when coupled with improving macroeconomic conditions.

However, Ghana’s recovery is not without vulnerabilities. The industrial sector’s weak performance remains a concern because manufacturing and construction are key conduits for job creation and broader value addition. Dependence on primary commodity exports — gold, cocoa, and oil — leaves the economy exposed to global price volatility and external demand shifts, a weakness shared by many Sub?Saharan economies that have yet to achieve deep export diversification.

Inflation, while slowing, could remain sensitive to external shocks, and fiscal pressures observed across several African countries may constrain the scope for public investment unless revenue mobilization improves.

Looking ahead to 2026, forecasts generally indicate that Ghana will continue to register moderate growth, with projections pointing to rates in the high?4?percent range. This suggests a gradual continuation of the recovery, supported by stable prices, expansion in agriculture and services, and policy measures that sustain confidence among investors.

Across Sub?Saharan Africa, growth is expected to strengthen modestly in 2026, but the picture will remain heterogeneous with divergence across countries. Some West African economies with robust energy sectors and investment inflows are expected to outperform, while others grappling with weaker commodity revenues or structural constraints may lag.